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@STRING{IEEENN = {IEEE Transaction on Neural Networks}}

@STRING{MIT = {MIT Press}}

@STRING{NC = {Neural Computation}}

@STRING{NIPS = {Advances in Neural Information Processing Systems }}

@STRING{NN = {Neural Networks}}

@STRING{NPL = {Neural Processing Letters}}

@STRING{pieee = {Proceedings of the {IEEE}}}

@STRING{Springer = {Springer-Verlag}}

@INPROCEEDINGS{EigenTransfer09,
  author = {Wenyuan Dai and Ou Jin and Gui-Rong Xue and Qiang Yang and Yong Yu},
  title = {EigenTransfer: a unified framework for transfer learning},
  booktitle = {ICML},
  year = {2009},
  pages = {25},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  crossref = {DBLP:conf/icml/2009},
  ee = {http://doi.acm.org/10.1145/1553374.1553399}
}

@INPROCEEDINGS{WuD04,
  author = {Pengcheng Wu and Thomas G. Dietterich},
  title = {Improving SVM accuracy by training on auxiliary data sources},
  booktitle = {ICML},
  year = {2004},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  crossref = {DBLP:conf/icml/2004},
  ee = {http://doi.acm.org/10.1145/1015330.1015436}
}

@ARTICLE{Sierra01,
  author = {A. Sierra, J.A. Macias, F. Corbacho},
  title = {Evolution of Functional Link Networks},
  journal = {IEEE Transactions on Evolutionary Computation},
  year = {2001},
  volume = {5},
  pages = {54--65}
}

@MISC{htmlparser,
  author = {G. Aas},
  title = {HTML-Parser},
  howpublished = {http://search.cpan.org/{\tt\~{}}gaas/HTML-Parser},
  year = {2004}
}

@ARTICLE{Hints89,
  author = {Y.S. Abu-Mostafa},
  title = {Learning from hints in neural networks},
  journal = {Journal of Complexity},
  year = {1989},
  volume = {6},
  pages = {192--198}
}

@BOOK{Achieser56,
  title = {Theory of Approximation},
  publisher = {Frederick Ungar},
  year = {1956},
  author = {N.I. Achieser},
  address = {New York},
  note = {Reprinted: Dover Publications, New York 1992}
}

@ARTICLE{Aha97,
  author = {Aha, David W.},
  title = {Lazy learning editorial},
  journal = {Artificial Intelligence Review},
  year = {1997},
  volume = {11},
  pages = {1--6}
}

@INPROCEEDINGS{Ahmed95,
  author = {W. Ahmed and D. Hummels and M. T. Musavi},
  title = {Application of fast orthogonal search for design of {RBFNN}},
  booktitle = {IEEE International symposium on circuit and systems},
  year = {1995},
  pages = {1952--1955},
  address = {New York, NY}
}

@INCOLLECTION{ahrens2004lsc,
  author = {K. Ahrens and S.F. Chung and C.R. Huang},
  title = {From Lexical Semantics to Conceptual Metaphors: Mapping Principle
	Verification with WordNet and SUMO},
  year = {2004},
  pages = {99--106},
  journal = {Proceedings of the 5th Chinese Lexical Semantics Workshop (CLSW-5),
	Singapore}
}

@ARTICLE{Alizadeh2000,
  author = {A.A. Alizadeh},
  title = {Distinct types of diffuse large B-cell lymphoma identified by gene
	expression profiling},
  journal = {Nature},
  year = {2000},
  volume = {403},
  pages = {503-511}
}

@ARTICLE{Allison,
  author = {J. Allison},
  title = {Multiquadratic radial basis functions for representing multidimensional
	high energy physics data},
  journal = {Computer Physics Communications},
  year = {1993},
  volume = {77},
  pages = {377--395}
}

@INPROCEEDINGS{AlmuallimDietterich92,
  author = {H. Almuallim and T. G. Dietterich},
  title = {Efficient algorithms for identifying relevant features},
  booktitle = {Proceedings of the Ninth Canadian Conference on Artificial Intelligence},
  year = {1992},
  pages = {38-45},
  address = {Vancouver},
  publisher = {Morgan Kaufmann}
}

@ARTICLE{Alon1999,
  author = {U. Alon},
  title = {Broad Patterns of Gene Expression Revealed by Clustering Analysis
	of Tumor and Normal Colon Tissues Probed by Oligonucleotide Arrays},
  journal = {PNAS},
  year = {1999},
  volume = {96},
  pages = {6745-6750}
}

@ARTICLE{Alon99,
  author = {U. Alon},
  title = {Broad Patterns of Gene Expression Revealed by Clustering Analysis
	of Tumor and Normal Colon Tissues Probed by Oligonucleotide Arrays},
  journal = {PNAS},
  year = {1999},
  volume = {96},
  pages = {745--750}
}

@BOOK{Alpaydin04,
  title = {Introduction to Machine Learning},
  publisher = {MIT Press},
  year = {2004},
  author = {E. Alpaydin}
}

@BOOK{Amari00,
  title = {Methods of information geometry},
  publisher = {American Mathematical Society},
  year = {2000},
  author = {S. Amari and H. Nagaoka}
}

@INBOOK{AndersonEssen94,
  chapter = {Neurobiological computational systems},
  title = {Computational intelligence imitating life},
  publisher = {IEEE Press, NY},
  year = {1994},
  editor = {J.M. Żurada, R.J. Marks, C.J. Robinson},
  author = {C. Anderson and D. van Essen},
  owner = {Duch},
  timestamp = {2009.11.28}
}

@BOOK{Anderson95,
  title = {An Introduction to Neural Networks},
  publisher = {Bradford Book},
  year = {1995},
  author = {J. A. Anderson}
}

@INCOLLECTION{anderson,
  author = {J. A. Anderson},
  title = {Logistic discrimination},
  booktitle = {Handbook of statistics 2: Classification, pattern recognition and
	reduction of dimensionality},
  publisher = {North Holland},
  year = {1982},
  pages = {169--191},
  address = {Amsterdam}
}

@BOOK{And90a,
  title = {Neurocomputing 2},
  publisher = {MIT Press},
  year = {1990},
  author = {J. A. Anderson and A. Pellionisz and E. Rosenfeld},
  address = {Cambridge, MA}
}

@BOOK{And88,
  title = {Neurocomputing - foundations of research},
  publisher = {MIT Press},
  year = {1988},
  author = {J. A. Anderson and E. Rosenfeld},
  address = {Cambridge, MA}
}

@ARTICLE{Anderson07areview,
  author = {Michael L. Anderson and Tim Oates},
  title = {A review of recent research in metareasoning and metalearning},
  journal = {AI Magazine},
  year = {2007},
  volume = {28},
  pages = {7--16}
}

@ARTICLE{Arslanov02,
  author = {M.Z. Arslanov and D.U. Ashigaliev and E.E. Ismail},
  title = {N-bit parity ordered neural networks},
  journal = {Neurocomputing},
  year = {2002},
  volume = {48},
  pages = {1053–-1056}
}

@ARTICLE{Arya10,
  author = {S. Arya and T. Malamatos and D.M. Mount},
  title = {Space-time tradeoffs for approximate nearest neighbor searching.},
  journal = {Journal of the ACM},
  year = {2010},
  volume = {57},
  pages = {1-54},
  owner = {Duch},
  timestamp = {2010.04.30}
}

@ARTICLE{Arya98,
  author = {S. Arya and D. M. Mount and N.S. Netanyahu and R. Silverman and A.
	Wu.},
  title = {An optimal algorithm for approximate nearest neighbor searching.},
  journal = {Journal of the ACM},
  year = {1998},
  volume = {45},
  pages = {891-923},
  owner = {Duch},
  timestamp = {2010.04.30}
}

@MISC{UCIrep,
  author = {A. Asuncion and D.J. Newman},
  title = {{UCI} Machine Learning Repository},
  howpublished = {http://www.ics.uci.edu/\hbox{$\sim$}mlearn/MLRepository.html},
  year = {2007},
  comment = {{University of California, Irvine, School of Information and Computer
	Sciences}},
  institution = {University of California, Irvine, School of Information and Computer
	Sciences},
  url = {http://www.ics.uci.edu/\hbox{$\sim$}mlearn/MLRepository.html}
}

@ARTICLE{atkenson,
  author = {C. G. Atkeson and A. W. Moore and S. Schaal},
  title = {Locally Weighted Learning},
  journal = {Artificial Intelligence Review},
  year = {1997},
  volume = {11},
  pages = {11-73},
  number = {1}
}

@ARTICLE{Attias99,
  author = {H. Attias},
  title = {Independent factor analysis},
  journal = {Neural Computation},
  year = {1999},
  volume = {11},
  pages = {803--851}
}

@ARTICLE{Boosted99,
  author = {R. Avnimelech and N. Intrator},
  title = {Boosted Mixture of Experts: An Ensemble Learning Scheme},
  journal = {Neural Computation},
  year = {1999},
  volume = {11},
  pages = {483--497}
}

@ARTICLE{KernelsBach02,
  author = {F.R. Bach and M.I. Jordan},
  title = {Kernel Independent Component Analysis},
  journal = {Journal of Machine Learning Research},
  year = {2002},
  volume = {3},
  pages = {1--48}
}

@ARTICLE{Baggenstoss03,
  author = {P.M. Baggenstoss},
  title = {The PDF Projection Theorem and the Class-Specific method},
  journal = {IEEE Transactions on Signal Processing},
  year = {2003},
  volume = {51},
  pages = {672--668}
}

@TECHREPORT{Melanoma97,
  author = {S. Bajcar and L. Grzegorczyk},
  title = {Endangerment by skin cancer among population of south-east part of
	Poland.},
  institution = {Hospital No. 1, Research Report, Rzeszów.},
  year = {1997},
  owner = {Duch},
  timestamp = {2009.06.07}
}

@ARTICLE{Bakker03,
  author = {B. Bakker and T. Heskes},
  title = {Task Clustering and Gating for Bayesian Multitask Learning},
  journal = {Journal of Machine Learning Research},
  year = {2003},
  volume = {4},
  pages = {83--99}
}

@ARTICLE{Barron93,
  author = {A. R. Barron},
  title = {Universal approximation bounds for superpositions of a sigmoid function},
  journal = {IEEE Transactions on Information Theory},
  year = {1993},
  volume = {39},
  pages = {930--945}
}

@ARTICLE{Voting99,
  author = {E. Bauer and R. Kohavi},
  title = {An empirical comparison of voting classification algorithms: bagging,
	boosting and variants},
  journal = {Machine learning},
  year = {1999},
  volume = {36},
  pages = {105--142}
}

@ARTICLE{Bengio09,
  author = {Y. Bengio},
  title = {Learning Deep Architectures for {AI}},
  journal = {Foundations and Trends in Machine Learning},
  year = {2009},
  volume = {2},
  pages = {1--127}
}

@ARTICLE{Bengio06,
  author = {Y. Bengio and O. Delalleau and N. Le Roux},
  title = {The Curse of Highly Variable Functions for Local Kernel Machines},
  journal = {Advances in Neural Information Processing Systems},
  year = {2006},
  volume = {18},
  pages = {107--114}
}

@TECHREPORT{Bengio05,
  author = {Y. Bengio and O. Delalleau and N. Le Roux},
  title = {The Curse of Dimensionality for Local Kernel Machines},
  institution = {D\'partement d'informatique et recherche op\'erationnelle, Universit\'e
	de Montr\'eal},
  year = {2005},
  number = {Technical Report 1258}
}

@ARTICLE{Bengio06nc,
  author = {Y. Bengio and M. Monperrus and H. Larochelle},
  title = {Non-Local Estimation of Manifold Structure},
  journal = {Neural Computation},
  year = {2006},
  volume = {18},
  pages = {2509--2528}
}

@BOOK{Ben-Porath93,
  title = {The MMPI-2 content component scales: Development, psychometric characteristics,
	and clinical applications},
  publisher = {University of Minnesota Press},
  year = {1993},
  author = {Y. S. Ben-Porath and N. Sherwood},
  address = {Minneapolis}
}

@ARTICLE{Bhattacharya05,
  author = {B. Bhattacharya and K. Mukherjee and G. Toussaint},
  title = {Geometric decision rules for instance-based learning problems},
  journal = {LNCS},
  year = {2005},
  volume = {3776},
  pages = {60-69},
  owner = {Duch},
  timestamp = {2010.02.13}
}

@INPROCEEDINGS{Bhattacharya84,
  author = {B.K. Bhattacharya and R.S. Poulsen and G.T. Toussaint},
  title = {Application of Proximity Graphs to Editing Nearest Neighbor Decision
	Rules},
  booktitle = {Proc. 16th Symp. on Interface Between Computer Science and Statistics},
  year = {1984},
  pages = {97-108}
}

@ARTICLE{BiehlLVQ07,
  author = {Biehl,, Michael and Ghosh,, Anarta and Hammer,, Barbara},
  title = {Dynamics and Generalization Ability of {LVQ} Algorithms},
  journal = {J. Mach. Learn. Res.},
  year = {2007},
  volume = {8},
  pages = {323--360},
  owner = {Duch},
  timestamp = {2009.03.01}
}

@INCOLLECTION{Bilgic00,
  author = {T. Bilgi\c{c} and I.B. T\"urk\c{s}en},
  title = {Measurements of Membership Functions: Theoretical and Empirical Work},
  booktitle = {Fundamentals of Fuzzy Sets, Vol. 1},
  publisher = {Kluver},
  year = {2000},
  editor = {D. Dubois and H. Prade},
  pages = {195--232},
  address = {Boston}
}

@BOOK{Bishop06,
  title = {Pattern Recognition and Machine Learning},
  publisher = {Springer Verlag},
  year = {2006},
  author = {C. M. Bishop}
}

@BOOK{Bishop95,
  title = {Neural Networks for Pattern Recognition},
  publisher = {Oxford University Press},
  year = {1995},
  author = {C. M. Bishop}
}

@ARTICLE{Bishop91,
  author = {C. M. Bishop},
  title = {Improving the Generalization Properties of Radial Basis Function
	Neural Networks},
  journal = NC,
  year = {1991},
  volume = {3},
  pages = {579--588},
  number = {4}
}

@ARTICLE{Bishop95NC,
  author = {C. M. Bishop},
  title = {Training with noise is equivalent to Tikhonov regularization},
  journal = {Neural Computations},
  year = {1991},
  volume = {7},
  pages = {108--116},
  number = {1}
}

@INPROCEEDINGS{Bishop96,
  author = {C. M. Bishop and M. Svens\'en and C. K. I. Williams},
  title = {EM optimization of latent-variable density models},
  booktitle = {NIPS Vol. 8},
  year = {1996},
  editor = {D. S. Touretzky and M. C. Mozer and M. E. Hasselmo},
  address = {Cambridge, MA},
  publisher = {MIT}
}

@ARTICLE{BlachnikL08,
  author = {Marcin Blachnik and Jorma Laaksonen},
  title = {Image Classification by Histogram Features Created with Learning
	Vector Quantization},
  journal = {Lecture Notes in Computer Science},
  year = {2008},
  volume = {5163},
  pages = {827-836}
}

@MISC{BNC,
  author = {See BNC},
  title = {www.natcorp.ox.ac.uk}
}

@INPROCEEDINGS{Bobrowski97,
  author = {L. Bobrowski},
  title = {Generowanie sieci neuropodobnych oraz drzew decyzyjnych w oparciu
	o kryterium dipolowe},
  booktitle = {Symulacja w badaniach i rozwoju},
  year = {1997},
  address = {Jelenia G\'ora}
}

@INPROCEEDINGS{Bobrowski96,
  author = {L. Bobrowski},
  title = {Piecewise--linear classifiers, formal neurons and separability of
	learning sets},
  booktitle = {Proceedings of ICPR},
  year = {1996},
  pages = {224--228},
  taddress = {Wienna, Austria}
}

@INPROCEEDINGS{Bobrowski97b,
  author = {L. Bobrowski and M. Kr\k{e}towska and M. Kr\k{e}towski},
  title = {Design of neural classifying networks by using dipolar criterions},
  booktitle = {Third Conference on Neural Networks and Their Applications},
  year = {1997},
  address = {Kule, Poland},
  month = oct
}

@BOOK{Bonabeau99,
  title = {Swarm Intelligence: From Natural to Artificial Systems},
  publisher = {Oxford University Press},
  year = {1999},
  author = {E. Bonabeau and M. Dorigo and G. Theraulaz}
}

@BOOK{Boor78,
  title = {A practical guide to splines},
  publisher = {Springer},
  year = {1978},
  author = {C {de} Boor},
  address = {New York}
}

@INPROCEEDINGS{SVM:Boser92,
  author = {B. E. Boser and I. M. Guyon and V. N. Vapnik},
  title = {A training algorithm for optimal margin classifiers.},
  booktitle = {In D. Haussler, editor, 5th Annual ACM Workshop on COLT, pages 144-152,
	Pittsburgh, PA, ACM Press},
  year = {1992},
  owner = {Duch},
  timestamp = {2010.02.06}
}

@ARTICLE{NC:Bottou92,
  author = {L. Bottou and V. Vapnik},
  title = {Local Learning Algorithms},
  journal = NC,
  year = {1992},
  volume = {4},
  pages = {888--900},
  number = {6},
  type = {Letter}
}

@ARTICLE{Bowden05,
  author = {Bowden, E.M. and Jung-Beeman M. and Fleck, J. and Kounios, J},
  title = {New approaches to demystifying insight.},
  journal = {Trends in Cognitive Science},
  year = {2005},
  volume = {9},
  pages = {322-328},
  owner = {Duch},
  timestamp = {2008.11.06}
}

@MISC{thebrain,
  author = {The Brain},
  title = {The Brain},
  howpublished = {http://www.thebrian.com},
  year = {2004}
}

@BOOK{BGSV09,
  title = {Metalearning: Applications to Data Mining},
  publisher = {Springer},
  year = {2009},
  author = {Brazdil, Pavel and Giraud-Carrier, Christophe and Soares, Carlos
	and Vilalta, R.},
  series = {Cognitive Technologies},
  month = {January},
  url = {http://www.liaad.up.pt/pub/2009/BGSV09}
}

@INCOLLECTION{Breiman98,
  author = {L. Breiman},
  title = {Bias-variance, regularization, instability and stabilization},
  booktitle = {Neural Networks and Machine Learning},
  publisher = Springer,
  year = {1998},
  editor = {C. M. Bishop},
  pages = {27--56}
}

@BOOK{Breiman84,
  title = {Classification and regression trees},
  publisher = {Wadsworth},
  year = {1984},
  author = {L. Breiman and J. H. Friedman and A. Olshen and C. J. Stone},
  address = {Belmont, CA}
}

@INCOLLECTION{Bridle90,
  author = {J. S. Bridle},
  title = {Probabilistic interpretation of feedforward classification network
	outputs with relationships to statistical pattern recognition},
  booktitle = {Neurocomputing: Algorithms, Architectures and Applications},
  publisher = Springer,
  year = {1990},
  editor = {F. {Fogelman} Souli\'e and J. H\'erault},
  pages = {227--236},
  address = {New York}
}

@INPROCEEDINGS{Brighton06CogMod,
  author = {Henry Brighton},
  title = {Robust Inference with Simple Cognitive Models},
  booktitle = {AAAI spring symposium: Cognitive science principles meet AI-hard
	problems.},
  year = {2006},
  editor = {Lebiere, C. and Wray, R.},
  pages = {17-22},
  publisher = {Menlo Park, CA: American Association for Artificial Intelligence.}
}

@ARTICLE{BrightonM02,
  author = {Henry Brighton and Chris Mellish},
  title = {Advances in Instance Selection for Instance-Based Learning Algorithms},
  journal = {Data Mining and Knowledge Discovery},
  year = {2002},
  volume = {6},
  pages = {153--172},
  number = {2},
  bibsource = {DBLP, http://dblp.uni-trier.de/db/journals/datamine/datamine6.html#BrightonM02}
}

@ARTICLE{Broomhead88R6,
  author = {D. S. Broomhead and D. Lowe},
  title = {Multivariable Functional Interpolation and Adaptive Networks},
  journal = {Complex Systems},
  year = {1988},
  volume = {2},
  pages = {321--355}
}

@ARTICLE{Brown93,
  author = {D.A. Brown},
  title = {N-bit parity networks},
  journal = {Neural Networks},
  year = {1993},
  volume = {6},
  pages = {607--608}
}

@INPROCEEDINGS{Bruha99,
  author = {I. Bruha},
  title = {From Machine Learning to Knowledge Discovery: Preprocessing and Postprocessing},
  booktitle = {Machine Learning and Applications. Workshop on Preprocessing and
	Postprocessing on machine learning and data mining: theoretical aspects
	and applications},
  year = {1999},
  pages = {1--17},
  address = {Greece},
  month = jul
}

@ARTICLE{Buesing10,
  author = {L. Buesing and W. Maass},
  title = {A spiking neuron as information bottleneck.},
  journal = {Neural Computation},
  year = {2010},
  volume = {22},
  pages = {1-32}
}

@INCOLLECTION{ThisbyCam98,
  author = {J. M. Buhman and N. Tishby},
  title = {A statistical learning theory of data clustering},
  booktitle = {Neural Networks and Machine Learning},
  publisher = Springer,
  year = {1998},
  editor = {C. M. Bishop},
  pages = {57--68}
}

@ARTICLE{Buonomano09,
  author = {D. Buonomano and W. Maass},
  title = {State-dependent computations: Spatiotemporal processing in cortical
	networks.},
  journal = {Nature Reviews Neuroscience},
  year = {2009},
  volume = {10},
  pages = {113-125}
}

@ARTICLE{Burges98,
  author = {C. J. C. Burges},
  title = {Support Vector Machines and Kernel Based Methods},
  journal = {Data Mining and Knowledge Discovery},
  year = {1998},
  volume = {2},
  pages = {121--167},
  number = {2}
}

@BOOK{Burnod90,
  title = {An Adaptive Neural Network. The Cerebral Cortex},
  publisher = {Prentice-Hall},
  year = {1990},
  author = {Y. Burnod},
  address = {London}
}

@BOOK{Butcher90,
  title = {Development and use for the MMPI-2 Content Scales},
  publisher = {University of Minnesota Press},
  year = {1990},
  author = {J. N. Butcher and J. R. Graham and C. L. Williams and Y. Ben-Porath},
  address = {Minneapolis}
}

@BOOK{Butcher92,
  title = {Essential of MMPI-2 and MMPI-A interpretation},
  publisher = {University of Minnesota Press},
  year = {1992},
  author = {J. N. Butcher and C. L. Williams},
  address = {Minneapolis}
}

@ARTICLE{Butera99a,
  author = {R.J. Butera and J. Rinzel and J.C. Smith},
  title = {Models of respiratory rhythm generation in the pre-Bötzinger complex:
	I. Bursting pacemaker neurons},
  journal = {Journal of Neurophysiology},
  year = {1999},
  volume = {82},
  pages = {382--397}
}

@ARTICLE{Butera99b,
  author = {R.J. Butera and J. Rinzel and J.C. Smith},
  title = {Models of respiratory rhythm generation in the pre-Bötzinger complex:
	II. Populations of coupled pacemakers},
  journal = {Journal of Neurophysiology},
  year = {1999},
  volume = {82},
  pages = {398--415}
}

@BOOK{Buther89,
  title = {Minnesota Multiphasic Personality Inventory-2 (MMPI-2): Manual for
	administration and scoring},
  publisher = {University of Minnesota Press},
  year = {1989},
  author = {J. N. Buther and W. G. Dahlstrom and J. R. Graham and A. Tellegen
	and B. Kaem-mer},
  address = {Minneapolis}
}

@MISC{mindmaps,
  author = {T. Buzan},
  title = {Mind Maps},
  howpublished = {http://www.mind-map.com},
  year = {2004}
}

@BOOK{Buzan89,
  title = {The Mind Map Book},
  publisher = {Penguin Books},
  year = {2000},
  author = {T. Buzan},
  owner = {wd},
  timestamp = {2008.08.30}
}

@INPROCEEDINGS{Havasi07,
  author = {C. Havasi, and R. Speer and J. Alonso},
  title = {ConceptNet 3: a Flexible, Multilingual Semantic Network for Common
	Sense Knowledge.},
  booktitle = {Proceedings of Recent Advances in Natural Languges Processing},
  year = {2007},
  owner = {Duch},
  timestamp = {2009.03.20}
}

@BOOK{Callatay92,
  title = {Natural and Artificial Intelligence. Misconceptions about Brains
	and Neural Networks},
  publisher = {Elsevier},
  year = {1992},
  author = {A.M. de Callata\"{y}},
  address = {Amsterdam}
}

@ARTICLE{Campbell95,
  author = {Campbell, C. and Vicente, C.P.},
  title = {{The target switch algorithm: a constructive learning procedure for
	feed-forward neural networks}},
  journal = {Neural Computations},
  year = {1995},
  volume = {7},
  pages = {1245-1264},
  number = {6}
}

@BOOK{Candy86,
  title = {Signal processing: The model based approach},
  publisher = {McGraw-Hill},
  year = {1986},
  author = {J. V. Candy},
  address = {New York}
}

@INCOLLECTION{Carpenter03,
  author = {G.A. Carpenter and S. Grossberg},
  title = {Adaptive Resonance Theory},
  booktitle = {The Handbook of Brain Theory and Neural Networks, 2nd ed},
  publisher = {MIT Press},
  year = {2003},
  editor = {M.A. Arbib},
  pages = {87--90},
  address = {Cambridge, MA}
}

@ARTICLE{Caruana97,
  author = {Rich Caruana and Lorien Pratt And Sebastian Thrun},
  title = {Multitask Learning},
  journal = {Machine Learning},
  year = {1997},
  volume = {28},
  pages = {41}
}

@BOOK{Castro02,
  title = {Artificial Immune Systems: A New Computational Intelligence Approach},
  publisher = {Springer},
  year = {2002},
  author = {L.N. de Castro and J.I. Timmis}
}

@BOOK{Chaitin87,
  title = {Algorithmic Information Theory},
  publisher = {Cambridge University Press},
  year = {1987},
  author = {G. Chaitin}
}

@ARTICLE{Chapelle07,
  author = {O. Chapelle},
  title = {Training a Support Vector Machine in the Primal},
  journal = {Neural Computation},
  year = {2007},
  volume = {19},
  pages = {1155-1178}
}

@ARTICLE{Chater99,
  author = {N.~Chater},
  title = {The search for simplicity: A fundamental cognitive principle? },
  journal = {Quarterly Journal of Experimental Psychology},
  year = {1999},
  volume = {52A},
  pages = {273--302}
}

@PHDTHESIS{Mu-SongChen91,
  author = {{Mu-Song} Chen},
  title = {Analyses and Design of Multi-Layer Perceptron Using Polynomial Basis
	Functions},
  school = {The University of Texas at Arlington},
  year = {1991}
}

@PHDTHESIS{Chen91,
  author = {Mu-Song Chen},
  title = {Analysis and design of the multi-layer perceptron using polynomial
	basis functions},
  school = {The University of Texas at Arlington},
  year = {1991},
  optannote = {discussing Orthogonal Basis Functions, Radial and Polynomial.}
}

@ARTICLE{Chen89,
  author = {S. Chen and S. A. Billings and W. Luo},
  title = {Orthogonal least squares methods and their application to non-linear
	system identification},
  journal = {International Journal of Control},
  year = {1989},
  volume = {50},
  pages = {1873--1896},
  number = {5}
}

@ARTICLE{Chen91RBF,
  author = {S. Chen and C. F. N. Cowan and P. M. Grant},
  title = {Orthogonal least squares learning algorithm for radial basis function
	networks},
  journal = {IEEE Transactions on Neural Networks},
  year = {1991},
  volume = {2},
  pages = {302-309},
  number = {2}
}

@ARTICLE{Cheng92,
  author = {Yong-Qing Cheng and Yong-Ming Zhuang and Jing-Yu Yang},
  title = {{Optimal Fisher discriminant analysis using the rank decomposition}},
  journal = {Pattern Recognition},
  year = {1992},
  volume = {25},
  pages = {101--111},
  number = {1}
}

@BOOK{Cherkassky98,
  title = {Learning from data},
  publisher = {John Wiley \& Sons, Inc.},
  year = {1998},
  author = {V. Cherkassky and F. Mulier},
  series = {Adaptive and learning systems for signal processing, communications
	and control},
  address = {New York}
}

@BOOK{Cichocki02,
  title = {Adaptive Blind Signal and Image Processing. Learning Algorithms and
	Applications},
  publisher = {J. Wiley \& Sons},
  year = {2002},
  author = {A. Cichocki and S. Amari},
  address = {New York}
}

@ARTICLE{collins1975sat,
  author = {A.M. Collins and E.F. Loftus},
  title = {A spreading-activation theory of semantic processing},
  journal = {Psychological Review},
  year = {1975},
  volume = {82},
  pages = {407--428},
  number = {6}
}

@ARTICLE{collins1969rtf,
  author = {A.M. Collins and M.R. Quillian},
  title = {Retrieval time from semantic memory},
  journal = {Journal of Verbal Learning and Verbal Behaviour},
  year = {1969},
  volume = {8},
  pages = {240--247}
}

@MISC{ConceptNet,
  author = {See ConceptNet},
  title = {web.media.mit.edu/$~$hugo/conceptnet}
}

@ARTICLE{Cottrell95,
  author = {M. Cottrell and B. Girard and Y. Girard and M. Mangeas and C. Muller},
  title = {Neural modeling for time series: a statistical stepwise method for
	weight elimination},
  journal = IEEENN,
  year = {1995},
  volume = {6},
  pages = {1355--1364},
  number = {6}
}

@ARTICLE{Cover65,
  author = {T. M. Cover},
  title = {Geometrical and statistical properties of systems of linear inequalities
	with applications in pattern recognition},
  journal = {IEEE Transactions on Electronic Computers},
  year = {1965},
  volume = {14},
  pages = {326–-334}
}

@BOOK{MDSCox01,
  title = {{Multidimensional Scaling, 2nd Ed}},
  publisher = {Chapman and Hall},
  year = {2001},
  author = {T.F. Cox and M.A.A. Cox},
  keywords = {dimensionality reduction, MDS, statistics}
}

@ARTICLE{Cree99,
  author = {G.S. Cree and K. McRae and C. McNorgan},
  title = {An Attractor Model of Lexical Conceptual Processing: Simulating Semantic
	Priming},
  journal = {Cognitive Science},
  year = {1999},
  volume = {23},
  pages = {371--414},
  number = {3}
}

@ARTICLE{Crestiani97,
  author = {F. Crestani},
  title = {Application of Spreading Activation Techniques in Information Retrieval},
  journal = {Artifical Intelligence Review},
  year = {1997},
  volume = {11},
  pages = {453--482},
  number = {6}
}

@BOOK{Cristianini00,
  title = {An Introduction to Support Vector Machines and other Kernel-Based
	Learning Methods},
  publisher = {Cambridge University Press},
  year = {2000},
  author = {N. Cristianini and J. Shawe-Taylor}
}

@INPROCEEDINGS{LeCun90b,
  author = {Y. Le~Cun and B. Boser and J. Denker and D. Henderson and W. Hubbart
	and L. Jackel},
  title = {Handwritten digit recognition with a back-propagation network},
  booktitle = NIPS # {2},
  year = {1990},
  editor = {D. S. Touretzky},
  pages = {396--404},
  address = {San Mateo, CA},
  publisher = {Morgan Kauffman}
}

@INPROCEEDINGS{LeCun90,
  author = {Y. Le~Cun and J. Denker and S. Solla},
  title = {Optimal Brain Damage},
  booktitle = NIPS # {2},
  year = {1990},
  editor = {D. S. Touretzky},
  address = {San Mateo, CA},
  publisher = {Morgan Kauffman}
}

@INPROCEEDINGS{lecun-denker-solla-howard-jackel-90a,
  author = {Y. Le~Cun and J. Denker and S. Solla and R. E. Howard and L. D. Jackel},
  title = {Optimal Brain Damage},
  booktitle = NIPS # {2},
  year = {1990},
  editor = {D. S. Touretzky},
  pages = {598--605},
  address = {San Mateo, CA},
  publisher = {Morgan Kauffman}
}

@BOOK{curtis1995bis,
  title = {Business Information Systems},
  publisher = {Addison-Wesley Inc, Boston, MA, USA},
  year = {1995},
  author = {G. Curtis}
}

@ARTICLE{Cyb89a,
  author = {G. Cybenko},
  title = {Approximation by superpositions of a sigmoidal function},
  journal = {Mathematics of Control, Signals and Systems},
  year = {1989},
  volume = {2},
  pages = {303--314},
  number = {4},
  publisher = Springer
}

@ARTICLE{Dale05,
  author = {Rick Dale and Michael J. Spivey},
  title = {From apples and oranges to symbolic dynamics: a framework for conciliating
	notions of cognitive representation},
  journal = {Journal of Experimental \& Theoretical Artificial Intelligence},
  year = {2005},
  volume = {17},
  pages = {317--342},
  number = {4}
}

@ARTICLE{Dash97,
  author = {M. Dash and H. Liu},
  title = {Feature selection for classification},
  journal = {Intelligent Data Analysis},
  year = {1997},
  volume = {1},
  number = {3}
}

@ARTICLE{Dayan96,
  author = {P. Dayan and G.E. Hinton},
  title = {Varieties of Helmholtz Machines},
  journal = {Neural Networks},
  year = {1996},
  volume = {9},
  pages = {1385--1403}
}

@BOOK{Dehaene99,
  title = {The Number Sense : How the Mind Creates Mathematics},
  publisher = {{Oxford University Press, USA}},
  year = {1999},
  author = {Dehaene, Stanislas},
  keywords = {cognitive-science, fb-0, overcomingbias, psychology},
  owner = {Duch},
  timestamp = {2009.04.14},
  url = {http://www.amazon.ca/exec/obidos/redirect?tag=citeulike09-20\&path=ASIN/0195132408}
}

@ARTICLE{Deneve03,
  author = {S. Deneve and A. Pouget},
  title = {Basis functions for object-centered representations},
  journal = {Neuron},
  year = {2003},
  volume = {37},
  pages = {347--359}
}

@ARTICLE{Denoeoux93,
  author = {T. Denoeoux and R. Lengell\'e},
  title = {Initializing back propagation Networks with prototypes},
  journal = {Neural Networks},
  year = {1993},
  volume = {6},
  pages = {351--363},
  number = {3}
}

@ARTICLE{ECOC95,
  author = {T.G. Dietterich and G. Bakiri},
  title = {Solving Multiclass Learning Problems via Error-Correcting Output
	Codes},
  journal = {Journal Of Artificial Intelligence Research},
  year = {1995},
  volume = {2},
  pages = {263--286}
}

@ARTICLE{Peng2005a,
  author = {C. Ding and H. Peng},
  title = {Minimum redundancy feature selection from microarray gene expression
	data},
  journal = {Journal of Bioinformatics and Computational Biology},
  year = {2005},
  volume = {3},
  pages = {185-205},
  number = {2}
}

@BOOK{Neuroplast07,
  title = {The Brain That Changes Itself: Stories of Personal Triumph from the
	Frontiers of Brain Science.},
  publisher = {James H. Silberman Books, Penguin},
  year = {2007},
  author = {N. Doidge},
  owner = {Duch},
  timestamp = {2009.03.17}
}

@ARTICLE{Dorffner,
  author = {G. Dorffner},
  title = {A Unified Framework for {MLP}s and {RBFN}s: Introducing Conic Section
	Function Networks},
  journal = {Cybernetics and Systems},
  year = {1994},
  volume = {25},
  pages = {511--554},
  number = {4}
}

@INCOLLECTION{filters,
  author = {W.~Duch},
  title = {Filter methods},
  booktitle = { Feature extraction, foundations and applications},
  publisher = {Physica Verlag, Springer},
  year = {2006},
  editor = {I. Guyon and S. Gunn and M. Nikravesh and L. Zadeh},
  pages = {406-411},
  address = {Berlin, Heidelberg, New York}
}

@BOOK{DudaHart73,
  title = {Patter Classification and Scene Analysis},
  publisher = {J. Wiley \& Sons},
  year = {1973},
  author = {R. O. Duda and P. E. Hart}
}

@BOOK{DudaHart01,
  title = {{Patter Classification}},
  publisher = {J. Wiley \& Sons},
  year = {2001},
  author = {R. O. Duda and P. E. Hart and D.G. Stork},
  address = {New York}
}

@ARTICLE{Durbin89X34,
  author = {R. Durbin and D. E. Rumelhart},
  title = {Product Units: {A} Computationally Powerful and Biologically Plausible
	Extension to Backpropagation Networks},
  journal = NC,
  year = {1989},
  volume = {1},
  pages = {133--142},
  number = {1},
  ref = {X34}
}

@INCOLLECTION{Dyn89,
  author = {N. Dyn},
  title = {Interpolation and Approximation by Radial and Related Functions},
  booktitle = {Approximation Theory VI},
  publisher = {Academic Press},
  year = {1989},
  editor = {C. K. Chiu and L. L. Schumaker and J. D. Watts},
  address = {San Diego}
}

@ARTICLE{ehrlich70,
  author = {R. Ehrlich and B. Weiberg},
  title = {An exact method for characterization of gain shape},
  journal = {J. Sedimentary Petrol},
  year = {1970},
  pages = {205--212},
  number = {40}
}

@ARTICLE{Eliasmith05,
  author = {Eliasmith, C.},
  title = {A unified approach to building and controlling spiking attractor
	networks.},
  journal = {Neural Computation},
  year = {2005},
  volume = {17(6)},
  pages = {1276-1314},
  owner = {Duch},
  timestamp = {2009.11.27}
}

@BOOK{Eliasmith03,
  title = {Neural Engineering: Computational, Representation, and Dynamics in
	Neurobiological Systems},
  publisher = {MIT Press},
  year = {2003},
  author = {C. Eliasmith and C.H. Anderson},
  owner = {Duch},
  timestamp = {2009.11.28}
}

@ARTICLE{Erdogmus02,
  author = {D. Erdogmus and J.C. Principe},
  title = {Generalized Information Potential Criterion for Adaptive System Training},
  journal = {IEEE Trans. on Neural Networks},
  year = {2002},
  volume = {13},
  pages = {1035--1044}
}

@TECHREPORT{Fahlman91,
  author = {S. E. Fahlman},
  title = {The recurrent cascade-correlation architecture},
  institution = {Carnegie Mellon University, School of Computer Science},
  year = {1991}
}

@INCOLLECTION{Fahlman90NIPS,
  author = {S. E. Fahlman and C. Lebiere},
  title = {The cascade-correlation learning architecture},
  booktitle = NIPS # {2},
  publisher = {Morgan Kaufmann},
  year = {1990},
  editor = {D.~S.~Touretzky},
  pages = {524--532}
}

@TECHREPORT{Fahlman90BB24,
  author = {S. E. Fahlman and C. Lebiere},
  title = {The Cascade-Correlation Learning Architecture},
  institution = {School of Computer Science, Carnegie Mellon University},
  year = {1990},
  number = {CMU-CS-90-100},
  address = {Pittsburgh, PA},
  month = feb,
  ref = {BB24}
}

@BOOK{local-pol96,
  title = {Local Polynomial Modeling and its Applications},
  publisher = {Chapman and Hall},
  year = {1996},
  author = {Jianqing Fan and Irene Gijbels},
  address = {London}
}

@ARTICLE{Farrand02,
  author = {Farrand, P. and Hussain, F. and Hennessy, E.},
  title = {The efficacy of the mind map study technique},
  journal = {Medical Education},
  year = {2002},
  volume = {36},
  pages = {426–431},
  number = {5},
  owner = {wd},
  timestamp = {2008.08.30}
}

@BOOK{Fauconnier02,
  title = {The Way We Think: Conceptual Blending and the Mind's Hidden Complexities},
  publisher = {Basic Books, New York},
  year = {2002},
  author = {G. Fauconnier and M. Turner},
  owner = {Duch},
  timestamp = {2009.03.20}
}

@ARTICLE{Fayyad92,
  author = {Usama M. Fayyad and Keki B. Irani},
  title = {On the Handling of Continuous-Valued Attributes in Decision Tree
	Generation},
  journal = {Machine Learning},
  year = {1992},
  volume = {8},
  pages = {87}
}

@BOOK{Feldman06,
  title = {From Molecule to Metaphor: A Neural Theory of Language.},
  publisher = {MIT Press},
  year = {2006},
  author = {Jerome A. Feldman},
  owner = {Duch},
  timestamp = {2009.03.20}
}

@INPROCEEDINGS{Fernandez99,
  author = {M. Fern\'andez and C. Hern\'andez},
  title = {How to select the inputs for a Multilayer Feedforward by using the
	training set},
  booktitle = {5th International Work Conference on Artificial an Natural Neural
	Networks},
  year = {1999},
  pages = {477--486},
  address = {Alicante, Spain}
}

@INPROCEEDINGS{Fernandez99b,
  author = {M. Fern\'andez and C. Hern\'andez},
  title = {Neural networks input selection by using the training set},
  booktitle = {IEEE World Congress on Computational Intelligence. Proceeding of
	the 1999 IEEE International Joint Conference on Neural Networks},
  year = {1999},
  number = {0411},
  address = {Washington D.C., USA}
}

@BOOK{field-martin92,
  title = {Symetry in Chaos},
  publisher = {Oxford University Press},
  year = {1992},
  author = {M. Field and M. Golubitsky}
}

@INPROCEEDINGS{ontogenic,
  author = {E. Fiesler},
  title = {Comparative Bibliography of Ontogenic Neural Networks},
  booktitle = {Proceedings of the International Conference on Artificial Neural
	Networks},
  year = {1994},
  pages = {793--796}
}

@ARTICLE{Finnoff93,
  author = {W. Finnoff and F. Hergert and H. G. Zimmermann},
  title = {Improving model detection by nonconvergent methods},
  journal = NN,
  year = {1993},
  volume = {6},
  pages = {771--783},
  number = {6}
}

@INPROCEEDINGS{Finnoff91,
  author = {W. Finnoff and H. G. Zimmermann},
  title = {Detecting structure in small datasets by network fitting under complexity
	constrains},
  booktitle = {Proceedings of the second annual workshop on computational learning
	theory and natural learning systems},
  year = {1991},
  address = {Berkeley, CA}
}

@ARTICLE{Fisher36,
  author = {R.A. Fisher},
  title = {The use of multiple measurements in taxonomic problems},
  journal = {Annals of Eugenics},
  year = {1936},
  volume = {7},
  pages = {179--188}
}

@ARTICLE{Floreen91,
  author = {P. Floreen},
  title = {The convergence of Hamming memory networks},
  journal = {IEEE Transactions on Neural Networks},
  year = {1991},
  volume = {2},
  pages = {449--457}
}

@ARTICLE{Forman03,
  author = {G.~Forman},
  title = {An Extensive Empirical Study of Feature Selection Metrics for Text
	Classification},
  journal = {Journal of Machine Learning Research},
  year = {2003},
  volume = {3},
  pages = {1289--1305}
}

@INPROCEEDINGS{PART98,
  author = {Eibe Frank and Ian H. Witten},
  title = {Generating Accurate Rule Sets Without Global Optimization.},
  booktitle = {Machine Learning: Proceedings of the Fifteenth International Conference},
  year = {1998},
  editor = {J. Shavlik},
  publisher = {Morgan Kaufmann Publishers, San Francisco, CA.},
  owner = {Duch},
  timestamp = {2010.02.13}
}

@ARTICLE{franke82b,
  author = {R. Franke},
  title = {Scattered data interpolation: test of some methods},
  journal = {Math Computation},
  year = {1982},
  volume = {38},
  pages = {181--200}
}

@ARTICLE{Frean90,
  author = {M. Frean},
  title = {The upstart algorithm: a method for constructing and training feedforward
	neural networks},
  journal = NC,
  year = {1990},
  volume = {2},
  pages = {198-209},
  number = {2}
}

@INPROCEEDINGS{FreitasNiranjan99,
  author = {N. {de} Freitas and M. Milo and P. Clarkson and M. Niranjan and A.
	Gee},
  title = {Sequential support vector machines},
  year = {1999}
}

@TECHREPORT{FreitasNiranjan98,
  author = {N. {de} Freitas and M. Niranjan and A. Gee},
  title = {Hierarchical Bayesian-Kalman models for regularisation and ARD in
	sequential learning},
  institution = {Cambridge University Engineering Department},
  year = {1998},
  number = {CUED/F-INFENG/TR 307},
  address = {England}
}

@ARTICLE{Friedman87,
  author = {J.H. Friedman},
  title = {Exploratory projection pursuit},
  journal = {Journal of the American Statistical Association},
  year = {1987},
  volume = {82},
  pages = {249--266}
}

@TECHREPORT{Friedman94,
  author = {J. H. Friedman},
  title = {Flexible metric nearest neighbor classification},
  institution = {Department of Statistics, Stanford University},
  year = {1994}
}

@ARTICLE{Friedman91,
  author = {J. H. Friedman},
  title = {Multivariate adaptive regression splines (with discussion)},
  journal = {Ann. Stat.},
  year = {1991},
  volume = {19},
  pages = {1--141}
}

@ARTICLE{Friedman74,
  author = {J. H. Friedman and J. W. Tukey},
  title = {A Projection Pursuit Algorithm for Exploratory Data Analysis},
  journal = {IEEE Trans. Comput.},
  year = {1974},
  volume = {23},
  pages = {881--890},
  number = {9},
  address = {Washington, DC, USA},
  doi = {http://dx.doi.org/10.1109/T-C.1974.224051},
  issn = {0018-9340},
  publisher = {IEEE Computer Society}
}

@INPROCEEDINGS{Fritzke94b,
  author = {B. Fritzke},
  title = {Supervised learning with growing cell structures},
  booktitle = NIPS # {6},
  year = {1994},
  editor = {J. D. Cowan and G. Tesauro and J. Alspector},
  pages = {255--262},
  address = {San Mateo, CA},
  publisher = {Morgan Kaufman}
}

@INPROCEEDINGS{Fritzke97,
  author = {B. Fritzke},
  title = {A self-organizing network that can follow non-stationary distributions},
  booktitle = {7th International Conference on Artificial Neural Networks},
  year = {1997},
  editor = {W. Gerstner and A. Germond and M. Hasler and J. Nicoud},
  pages = {613--618},
  address = {Lausanne, Switzerland},
  month = oct,
  publisher = Springer
}

@INPROCEEDINGS{Fritzke95,
  author = {B. Fritzke},
  title = {A growing Neural Gas Network Lerns Topologies},
  booktitle = NIPS # {7},
  year = {1995},
  editor = {G. Tesauro and D. S. Touretzky and T. K. Leen},
  pages = {625--632},
  address = {Cambridge, MA},
  publisher = MIT
}

@ARTICLE{Fritzke94,
  author = {B. Fritzke},
  title = {Fast learning with incremental {RBF} networks},
  journal = NPL,
  year = {1994},
  volume = {1},
  pages = {2-5},
  number = {1}
}

@BOOK{Fu82,
  title = {Syntactic Pattern Recognition and Applications},
  publisher = {Prentice-Hall},
  year = {1982},
  author = {K.S. Fu},
  address = {New York}
}

@BOOK{Fukunaga72,
  title = {Introduction to Statistical Pattern Recognition},
  publisher = {Academic Press},
  year = {1972},
  author = {K. Fukunaga},
  address = {San Diego}
}

@ARTICLE{FusiMattia97,
  author = {S. Fusi and M. Mattia},
  title = {Collective behavior of networks with linear {(VLSI)} Integrate and
	Fire Neurons},
  journal = NC,
  year = {1997},
  optnote = {(submitted, 1997)}
}

@INPROCEEDINGS{Gallagher97,
  author = {M. Gallagher and T. Downs},
  title = {Visualization of learning in neural networks using principal component
	analysis},
  booktitle = {Proc. Int. Conf. on Computational Intelligence and Multimedia Applications
	},
  year = {1997},
  address = {Gold Coast, Australia}
}

@INPROCEEDINGS{Gallant86,
  author = {S. I. Gallant},
  title = {Three constructive algorithms for network learning},
  booktitle = {Proceedings of the eigth annual conference of the cognitive science
	society},
  year = {1986},
  pages = {652--660},
  address = {Hillsdale, NJ},
  publisher = {Lawrence Erlbaum}
}

@BOOK{Gerstner02,
  title = {Spiking Neuron Models. Single Neurons, Populations, Plasticity},
  publisher = {Cambridge University Press},
  year = {2002},
  author = {W. Gerstner and W.M. Kistler}
}

@ARTICLE{Giacinto01,
  author = {G. Giacinto and F. Roli},
  title = {Dynamic Classifier Selection Based on Multiple Classifier Behaviour},
  journal = {Pattern Recognition},
  year = {2001},
  volume = {34},
  pages = {179--181}
}

@BOOK{Gifi90,
  title = {Nonlinear Multivariate Analysis},
  publisher = {Wiley},
  year = {1990},
  author = {A. Gifi},
  address = {Boston}
}

@ARTICLE{giraud,
  author = {B. G. Giraud and A. Lapedes and L. C. Liu and J. C. Lemm},
  title = {Lorentzian Neural Nets},
  journal = {Neural Networks},
  year = {1995},
  volume = {8},
  pages = {757--767},
  number = {5}
}

@ARTICLE{Metal03,
  author = {Ch. Giraud-Carrier and R. Vilalta and P. Brazdil},
  title = {Introduction to the Special Issue on Meta-Learning},
  journal = {Machine Learning},
  year = {2004},
  volume = {54},
  pages = {197--194}
}

@ARTICLE{Girosi98,
  author = {F. Girosi},
  title = {An Equivalence Between Sparse Approximation and Support Vector Machines},
  journal = NC,
  year = {1998},
  volume = {10},
  pages = {1455--1480},
  number = {6},
  month = {Aug}
}

@ARTICLE{Girosi95,
  author = {F. Girosi and M. Jones and T. Poggio},
  title = {Regularization Theory and Neural Networks},
  journal = NC,
  year = {1995},
  volume = {7},
  pages = {219--269}
}

@TECHREPORT{girosi93AIM-1430,
  author = {F. Girosi and M. Jones and T. Poggio},
  title = {Priors Stabilizers and Basis Functions: From Regularization to Radial,
	Tensor and Additive Splines},
  institution = {MIT},
  year = {1993},
  address = {Cambridge, Massachusetts}
}

@TECHREPORT{Gir89a,
  author = {F. Girosi and T. Poggio},
  title = {Networks and the best approximation property},
  institution = {MIT},
  year = {1989},
  type = {{AI Lab.~Memo}}
}

@BOOK{Goldberg89,
  title = {Genetic Algorithms in Optimization and Machine Learning},
  publisher = {Addison-Wesley},
  year = {1989},
  author = {D. Goldberg}
}

@TECHREPORT{Goldfarb05,
  author = {L. Goldfarb and D. Gay},
  title = {What is a structural representation? Fifth variation},
  institution = {Faculty of Computer Science, University of New Brunswick},
  year = {2005},
  number = {Technical Report TR05-175},
  address = {Canada}
}

@ARTICLE{Goldfarb06,
  author = {L. Goldfarb and D. Gay and O. Golubitsky and D. Korkin},
  title = {What is a structural representation? A proposal for a representational
	formalism},
  journal = {Pattern Recognition},
  year = {2006},
  volume = {(submitted)}
}

@INCOLLECTION{Goldfarb94,
  author = {L. Goldfarb and S. Nigam},
  title = {The unified learning paradigm: A foundation for AI},
  booktitle = {Artificial Intelligence and Neural Networks: Steps Toward Principled
	Integration},
  publisher = {Academic Press},
  year = {1994},
  editor = {V. Honovar and L. Uhr},
  pages = {533--559},
  address = {Boston}
}

@ARTICLE{Golub79,
  author = {G. H. Golub and M. Heath and G. Wahba},
  title = {Generalized cross-validation as a method for choosing a good ridge
	parameter},
  journal = {Technometrics},
  year = {1979},
  volume = {21},
  pages = {215--213},
  number = {2}
}

@ARTICLE{Golub1999,
  author = {T.R. Golub},
  title = {Molecular Classification of Cancer: Class Discovery and Class Prediction
	by Gene Expression Monitoring},
  journal = {Science},
  year = {1999},
  volume = {286},
  pages = {531-537}
}

@ARTICLE{Golub99,
  author = {T.R. Golub},
  title = {Molecular Classification of Cancer: Class Discovery and Class Prediction
	by Gene Expression Monitoring},
  journal = {Science},
  year = {1999},
  volume = {286},
  pages = {531--537}
}

@MISC{Gomula98,
  author = {J Gomu\l{}a and T. Kucharski},
  title = {Wprowadzenie do kwestionariusza {MMPI-WISKAD}},
  howpublished = {Toruń},
  year = {1998}
}

@ARTICLE{Sonar:Gorman88,
  author = {Gorman, R. P. and Sejnowski, T. J},
  title = {Analysis of Hidden Units in a Layered Network Trained to Classify
	Sonar Targets},
  journal = {Neural Networks},
  year = {1988},
  volume = {1},
  pages = {75-89},
  owner = {Duch},
  timestamp = {2010.02.07}
}

@BOOK{Gorsuch83,
  title = {Factor Analysis},
  publisher = {Erlbaum},
  year = {1983},
  author = {R.L. Gorsuch},
  address = {Hillsdale, NJ}
}

@ARTICLE{Grudzinski08_EkP_IIS,
  author = {K.~Grudzinski},
  title = {E$k$P: A Fast Minimization--Based Prototype Selection Algorithm},
  journal = {Control and Cybernetics},
  year = {submitted}
}

@ARTICLE{Grudzinski09_EkP_CCB,
  author = {K.~Grudzinski},
  title = {Selection of Prototypes with the E$k$P System},
  journal = {Control and Cybernetics},
  year = {submitted}
}

@INBOOK{Grudzinski06_Proto_Committees,
  chapter = {Prototype Based Committees},
  pages = {237--244},
  title = {Challenging Problems of Science: Computer Science},
  publisher = {EXIT, Warsaw},
  year = {2006},
  author = {K.~Grudzinski}
}

@ARTICLE{Grudzinski04_PM_M,
  author = {K.~Grudzinski},
  title = {SBL--PM-M: A System for Partial Memory Learning},
  journal = {Lecture Notes in Computer Science},
  year = {2004},
  volume = {3070},
  pages = {586--591}
}

@TECHREPORT{Gutkin05,
  author = {A. Gutkin},
  title = {Towards Formal Structural Representation of Spoken Language: An Evolving
	Transformation System (ETS) Approach},
  institution = {School of Informatics, University of Edinburgh},
  year = {2005},
  number = {PhD Thesis},
  address = {UK}
}

@BOOK{Guyon06,
  title = {Feature extraction, foundations and applications},
  publisher = {Physica Verlag, Springer},
  year = {2006},
  author = {I. Guyon and S. Gunn and M. Nikravesh and L. Zadeh},
  address = {Berlin, Heidelberg, New York}
}

@BOOK{gyorfi02,
  title = {A Distribution-Free Theory of Nonparametric Regression},
  publisher = {Springer},
  year = {2002},
  author = {L. Gyorfi and M. Kohler and A. Krzyzak and H. Walk}
}

@ARTICLE{Jaeger04,
  author = {H. Jaeger, H. Haas},
  title = {Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy
	in Wireless Communication},
  journal = {Science},
  year = {2004},
  volume = {304},
  pages = {78--80}
}

@TECHREPORT{Hamilton96,
  author = {H. J. Hamilton and N. Shan and N. Cercone},
  title = {RIAC: a rule induction algorithm based on approximate classification},
  institution = {Regina University},
  year = {1996},
  number = {CS 96-06}
}

@ARTICLE{cip94,
  author = {Scott W. Haney},
  title = {Is {C}++ Fast Enough For Scientific Computing?},
  journal = {Computers in Physics},
  year = {1994},
  volume = {8},
  pages = {690--694},
  number = {6},
  month = nov--dec
}

@MISC{FrameNet,
  author = {See Haptek},
  title = {framenet.icsi.berkeley.edu}
}

@MISC{Haptek,
  author = {See Haptek},
  title = {www.haptek.com}
}

@ARTICLE{Har68a,
  author = {P. E. Hart},
  title = {The condensed nearest neighbor rule},
  journal = {IEEE Transactions on Information Theory},
  year = {1968},
  volume = {114},
  pages = {515--516}
}

@ARTICLE{NC:Hartman91,
  author = {E. Hartman and J. D. Keeler},
  title = {Predicting the Future: Advantages of Semilocal Units},
  journal = NC,
  year = {1991},
  volume = {3},
  pages = {566--578},
  number = {4},
  type = {Letter}
}

@ARTICLE{Har90a,
  author = {E. J. Hartman and J. D. Keeler and J. M. Kowalski},
  title = {Layered neural networks with Gaussian hidden units as universal approximations},
  journal = NC,
  year = {1990},
  volume = {2},
  pages = {210--215},
  number = {2},
  publisher = MIT
}

@INPROCEEDINGS{Has93a,
  author = {B. Hassibi and D. G. Stork},
  title = {Second order derivatives for network pruning: Optimal Brain Surgeon},
  booktitle = NIPS # {5},
  year = {1993},
  pages = {164--171},
  publisher = {Morgan Kaufmann}
}

@TECHREPORT{Hassibi92UU30,
  author = {B. Hassibi and D. G. Stork and G. J. Wolff},
  title = {Optimal Brain Surgeon and General Network Pruning},
  institution = {RICOH California Research Center},
  year = {1992},
  number = {CRC-TR-9235},
  address = {Menlo Park, CA},
  month = sep
}

@ARTICLE{Hastie89,
  author = {T. Hastie and W. Stuetzle},
  title = {Principal curves},
  journal = {Journal of the American Statistical Association},
  year = {1989},
  volume = {84},
  pages = {502--516}
}

@INPROCEEDINGS{Hastie96,
  author = {T. Hastie and R. Tibshirani},
  title = {Discriminant adaptive nearest neighbor classification},
  booktitle = {IEEE PAMI 18},
  year = {1996},
  pages = {607--616},
  optannote = {4 and 10 dimensional noisy spheres}
}

@TECHREPORT{Hathaway64,
  author = {S.R. Hathaway and J.C. Mc Kinley},
  title = {Wielowymiarowy Inwentarz Osobowości. Autoryzowany przekład Mieczysława
	Choynowskiego},
  institution = {Pracownia Psychometryczna PAN},
  year = {1964},
  number = {T-7 (zeszyt testowy)},
  address = {Warszawa}
}

@BOOK{Hathaway51,
  title = {The Minnesota Multiphasic Personality Inventory Manual Revised},
  publisher = {The Psychological Corporation},
  year = {1951},
  author = {S.R. Hathaway and J.C. Mc Kinley},
  address = {New York}
}

@BOOK{Haykin96,
  title = {Adaptive filter theory},
  publisher = {Printice-Hall international},
  year = {1996},
  author = {S. Haykin},
  address = {New Jersey, USA}
}

@BOOK{Haykin94,
  title = {Neural Networks - A Comprehensive Foundation},
  publisher = {Maxwell MacMillian Int.},
  year = {1994},
  author = {S. Haykin},
  address = {New York}
}

@ARTICLE{Hecht05,
  author = {R. Hecht-Nielsen},
  title = {Cogent confabulation},
  journal = {Neural Networks},
  year = {2005},
  volume = {18},
  pages = {111--115}
}

@ARTICLE{Hild01,
  author = {K.E. Hild and D. Erdogmus and J.C. Principe},
  title = {Blind Source Separation Using Renyi's Mutual Information},
  journal = {IEEE Signal Processing Letters},
  year = {2001},
  volume = {8},
  pages = {174--176}
}

@ARTICLE{Hild06,
  author = {K.E. Hild and D. Erdogmus and K. Torkkola and J.C. Principe},
  title = {Feature extraction using information-theoretic learning},
  journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence},
  year = {2006},
  volume = {28},
  pages = {1385--1392}
}

@INCOLLECTION{BP86,
  author = {G.E. Hinton and J.L. McClelland and D.E. Rumelhart},
  title = {A theory and methodology of inductive learning},
  booktitle = {Parallel Distributed Processing, Vol. 1: Foundations},
  publisher = {MIT Press},
  year = {1986},
  editor = {D.E. Rumelhart and J.L. McClelland},
  pages = {77--109},
  address = {Cambridge, MA}
}

@ARTICLE{Hinton06,
  author = {G.E. Hinton and S. Osindero and Y. Teh},
  title = {A fast learning algorithm for deep belief nets},
  journal = {Neural Computation},
  year = {2006},
  volume = {18},
  pages = {381--414}
}

@INPROCEEDINGS{Hinton87,
  author = {G. E. Hinton},
  title = {Learning translation invariant recognition in massively parallel
	networks},
  booktitle = {Proceedings PARLE Conference on Parallel Architectures and Languages
	Europe},
  year = {1987},
  editor = {J. W. {de} Bakker and A. J. Nijman and P. C. Treleaven},
  pages = {1--13},
  address = {Berlin},
  publisher = Springer
}

@INPROCEEDINGS{Hippe99,
  author = {Z.S. Hippe},
  title = {Data mining in medical diagnosis.},
  booktitle = {Computers in Medicine},
  year = {1999},
  editor = {E. Kącki},
  volume = {1},
  pages = {25-34},
  address = {Łódź, Poland},
  organization = {Polish Society of Medical Informatics},
  owner = {Duch},
  timestamp = {2009.06.07}
}

@ARTICLE{Holte93,
  author = {R.C.~Holte},
  title = {Very Simple Classification Rules Perform Well on Most Commonly Used
	Datasets},
  journal = {Machine Learning},
  year = {1993},
  volume = {11},
  pages = {63--91}
}

@BOOK{Fuzzy-clustering99,
  title = {Fuzzy Cluster Analysis},
  publisher = {Wiley},
  year = {1999},
  author = {F. Hoppner and F. Klawonn and R. Kruse and T. Runkler}
}

@ARTICLE{ieee-nn:Horikawa+Furuhashi+Uchikawa:92,
  author = {S. Horikawa and Takeshi Furuhashi and Yoshiki Uchikawa},
  title = {On Fuzzy Modeling Using Fuzzy Neural Networks with the Back-Propagation
	Algorithm},
  journal = {IEEE Transactions on Neural Networks},
  year = {1992},
  volume = {3},
  pages = {801--806},
  number = {5}
}

@ARTICLE{Hornik89H17,
  author = {K. Hornik and M. Stinchcombe and H. White},
  title = {Multilayer Feedforward Networks are Universal Approximators},
  journal = {Neural Networks},
  year = {1989},
  volume = {2},
  pages = {359--366},
  number = {5},
  keywords = {multilayer networks | approximation},
  ref = {H17}
}

@ARTICLE{Hornik94,
  author = {K. Hornik and M. Stinchcombe and H. White and P. Auer},
  title = {Degree of Approximation Results for Feedforward Networks Approximating
	Unknown Mappings and Their Derivatives},
  journal = NC,
  year = {1994},
  volume = {6},
  pages = {1262--1275},
  number = {6},
  type = {Letter}
}

@ARTICLE{HsuGubovic96,
  author = {C. C. Hsu and D. Gubovic and M. E. Zaghloul and H. H. Szu},
  title = {Chaotic Neuron Models and Their {VLSI} Implementations},
  journal = {IEEE Transactions on Neural Networks},
  year = {1996},
  volume = {7},
  pages = {1339--1350},
  number = {6},
  month = nov
}

@ARTICLE{ELM06,
  author = {G.B. Huang and L. Chen and C.K. Siew},
  title = {Universal approximation using incremental constructive feedforward
	networks with random hidden nodes},
  journal = {IEEE Transactions on Neural Networks},
  year = {2006},
  volume = {17},
  pages = {879--892},
  owner = {Duch},
  timestamp = {2009.06.07}
}

@ARTICLE{ELM07,
  author = {G.-B. Huang and L. Chen},
  title = {Convex incremental extreme learning machine.},
  journal = {Neurocomputing},
  year = {2007},
  volume = {70},
  pages = {3056--3062},
  owner = {Duch},
  timestamp = {2009.06.07}
}

@ARTICLE{Huber85,
  author = {Peter J. Huber},
  title = {Projection pursuit},
  journal = {Annals of Statistics},
  year = {1985},
  volume = {13},
  pages = {435-475},
  owner = {Duch},
  timestamp = {2008.11.03},
  url = {http://www.stat.rutgers.edu/~rebecka/Stat687/huber.pdf}
}

@PHDTHESIS{Hutchinson93,
  author = {J. M. Hutchinson},
  title = {A Radial Basis Function Approach to Financial Time Series Analysis},
  school = {MIT},
  year = {1993},
  address = {Cambridge, MA}
}

@ARTICLE{Hutchinson94,
  author = {J. M. Hutchinson and A. W. Lo and T. Poggio},
  title = {A nonparametric approach to pricing and hedging derivative securities
	via learning networks},
  journal = {Journal of Finance},
  year = {1994},
  volume = {49},
  pages = {851--889},
  number = {3}
}

@INPROCEEDINGS{AIXI01,
  author = {M. Hutter},
  title = {Towards a universal theory of artificial intelligence based on algorithmic
	probability and sequential decisions},
  booktitle = {Proceedings of the 12th European Conference on Machine Learning (ECML-2001)},
  year = {2001},
  pages = {226-238},
  owner = {Duch},
  timestamp = {2009.07.10}
}

@BOOK{Hyvarinen01,
  title = {{Independent Component Analysis}},
  publisher = {Wiley \& Sons},
  year = {2001},
  author = {A. Hyv\"arinen and J. Karhunen and E. Oja},
  address = {New York, NY}
}

@BOOK{MDS,
  title = {Modern Multidimensional Scaling. Theory and Applications},
  publisher = {Springer Series in Statistics},
  year = {1996},
  author = {I.~Borg, P.~Groenen},
  address = {Heidelberg}
}

@ARTICLE{Daume06,
  author = {Hal Daumé III and Daniel Marcu},
  title = {Domain Adaptation for Statistical Classifiers},
  journal = {Journal of Artificial Intelligence Research},
  year = {2006},
  volume = {26},
  pages = {101--126}
}

@ARTICLE{ASA96,
  author = {L. Ingberg},
  title = {Adaptive simulated annealing (ASA): Lessons learned},
  journal = {Journal of Control and Cybernetics},
  year = {1996},
  volume = {25},
  pages = {33--54}
}

@ARTICLE{Iyoda03,
  author = {E.M Iyoda and H. Nobuhara and K. Hirota},
  title = {A Solution for the N-bit Parity Problem Using a Single Translated
	Multiplicative Neuron},
  journal = {Neural Processing Letters},
  year = {2003},
  volume = {18},
  pages = {233--238},
  number = {3}
}

@ARTICLE{CSKernels:Jakel09,
  author = {F. J\"akel and B. Sch\"olkopf and F. A. Wichmann},
  title = {Does Cognitive Science Need Kernels?},
  journal = {Trends in Cognitive Sciences},
  year = {2009},
  volume = {13(9)},
  pages = {381-388},
  owner = {Duch},
  timestamp = {2010.02.06}
}

@ARTICLE{Jaeger07,
  author = {H. Jaeger and W. Maass and J. Principe},
  title = {Introduction to the special issue on echo state networks and liquid
	state machines.},
  journal = {Neural Networks},
  year = {2007},
  volume = {20},
  pages = {287-289}
}

@BOOK{Jajuga93,
  title = {Statystyczna analiza wielowymiarowa},
  publisher = {Wydawnictwo Naukowe PWN},
  year = {1993},
  author = {K. Jajuga},
  address = {Warszawa}
}

@BOOK{EDA91,
  title = {Exploratory and Multivariate Data Analysis},
  publisher = {Academic Press},
  year = {1991},
  author = {M. Jambu},
  address = {Boston, MA}
}

@ARTICLE{Jang93,
  author = {J-S. R. Jang and C.T. Sun},
  title = {Functional Equivalence Between Radial Basis Function Neural Networks
	and Fuzzy Inference Systems},
  journal = {IEEE Transactions on Neural Networks},
  year = {1993},
  volume = {4},
  pages = {156--158}
}

@ARTICLE{Jilk08,
  author = {D.J. Jilk and C. Lebiere and R.C. O'Reilly, and J.R. Anderson},
  title = {SAL: An explicitly pluralistic cognitive architecture.},
  journal = {Journal of Experimental and Theoretical Artificial Intelligence},
  year = {2008},
  volume = {20},
  pages = {197-218},
  owner = {Duch},
  timestamp = {2009.03.20}
}

@BOOK{jolliffe:principal,
  title = {{Principal Component Analysis}},
  publisher = {Springer-Verlag},
  year = {1986},
  author = {I.T. Jolliffe},
  address = {Berlin}
}

@ARTICLE{Jones87,
  author = {C. Jones and R. Sibson},
  title = {What is projection pursuit},
  journal = {Journal of the Royal Statistical Society A},
  year = {1987},
  volume = {150},
  pages = {1--36}
}

@TECHREPORT{Jordan95,
  author = {M. Jordan},
  title = {Why the logistic function? {A} tutorial discussion on probabilities
	and neural networks},
  institution = {Computational Cognitive Science, MIT},
  year = {1995},
  number = {9503},
  address = {Cambridge, MA}
}

@BOOK{JordanSejnowski01,
  title = {Graphical Models. Foundations of Neural Computation},
  publisher = {MIT Press},
  year = {2001},
  author = {M. Jordan and T.J. Sejnowski, Eds. }
}

@ARTICLE{Kegl02,
  author = {B. K\'egl and A. Krzyzak},
  title = {Piecewise linear skeletonization using principal curves},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = {2002},
  volume = {24},
  pages = {59--74}
}

@INPROCEEDINGS{Visakan94,
  author = {V. Kadirkamanathan},
  title = {{A} Statistical Inference Based Growth Criterion For The {RBF} Networks},
  booktitle = {Proceedings of the {IEEE}. Workshop on Neural Networks for Signal
	Processing},
  year = {1994},
  editor = {Vlontzos},
  pages = {12--21},
  address = {New York}
}

@PHDTHESIS{VisakanPhd,
  author = {V. Kadirkamanathan},
  title = {Sequential learning in artificial neural networks},
  school = {Cambridge University Engineering Department},
  year = {1991}
}

@ARTICLE{NC:Kadirkamanathan93,
  author = {V. Kadirkamanathan and M. Niranjan},
  title = {A Function Estimation Approach to Sequential Learning with Neural
	Networks},
  journal = NC,
  year = {1993},
  volume = {5},
  pages = {954--975},
  number = {6},
  type = {Letter}
}

@ARTICLE{Visakan92,
  author = {V. Kadirkamanathan and M. Niranjan},
  title = {Application of an Architecturally Dynamic Network for Speech Pattern
	Classification},
  journal = {Proceedings of the Institute of Acoustics},
  year = {1992},
  volume = {14},
  pages = {343--350},
  optnote = {Gaussian Radial Basis Functions, Kalman Filter}
}

@INPROCEEDINGS{Visakan91,
  author = {V. Kadirkamanathan and M. Niranjan},
  title = {Nonlinear adaptive filtering in nonstationary environments},
  booktitle = {Proceedings of the international conference on acoustic, speech and
	signal processing},
  year = {1991},
  address = {Toronto}
}

@INPROCEEDINGS{Kadirkamanathan90NN30,
  author = {V. Kadirkamanathan and M. Niranjan and F. Fallside},
  title = {Sequential Adaptation of Radial Basis Function Neural Networks and
	its Application to Time-series Prediction},
  booktitle = NIPS # {2},
  year = {1990},
  editor = {D. S. Touretzky},
  publisher = {Morgan Kaufmann}
}

@BOOK{Kasabov02,
  title = {Evolving Connectionist Systems - Methods and Applications in Bioinformatics,
	Brain Study and Intelligent Machines},
  publisher = {Springer, Perspectives in Neurocomputing},
  year = {2002},
  author = {N. Kasabov}
}

@ARTICLE{KasaharaNakagawa95,
  author = {T. Kasahara and M. Nakagawa},
  title = {A study of association model with periodic chaos neurons},
  journal = {Journal of Physical Society},
  year = {1995},
  volume = {64},
  pages = {4964--4977}
}

@BOOK{kaye92,
  title = {Chaos {\&} Complexity},
  publisher = {VCH, Verlagsgesellschaft mbH},
  year = {1992},
  author = {Brian Kaye}
}

@BOOK{Kearns94,
  title = {An Introduction to Computational Learning Theory},
  publisher = {MIT Press},
  year = {1994},
  author = {M.J. Kearns and U.V. Vazirani},
  address = {Cambridge, MA}
}

@BOOK{Kecman01,
  title = {Learning and Soft Computing},
  publisher = {MIT Press},
  year = {2001},
  author = {V. Kecman},
  address = {Cambridge, MA}
}

@BOOK{Kennedy01,
  title = {Swarm Intelligence},
  publisher = {Morgan Kaufmann},
  year = {2001},
  author = {J. Kennedy and R.C. Eberhart and Y. Shi}
}

@ARTICLE{Kirby,
  author = {M. J. Kirby and R. Miranda},
  title = {Circular Nodes in Neural Networks},
  journal = {Neural Computations},
  year = {1996},
  volume = {8},
  pages = {390--402},
  number = {2}
}

@ARTICLE{Kobayasji91,
  author = {K. Kobayasji},
  title = {On the capacity of neuron with a non-monotone output function},
  journal = {Network},
  year = {1991},
  volume = {2},
  pages = {237--243}
}

@MISC{websom,
  author = {T. Kohonen},
  title = {WEBSOM},
  howpublished = {http://websom.hut.fi},
  year = {1999}
}

@BOOK{Kohonen95,
  title = {Self-organizing maps},
  publisher = Springer,
  year = {1995},
  author = {T. Kohonen},
  address = {Heidelberg Berlin}
}

@ARTICLE{Koh88,
  author = {T. Kohonen},
  title = {An Introduction to Neural Computing},
  journal = {Neural Networks},
  year = {1988},
  volume = {1},
  pages = {3--16}
}

@BOOK{Kohonen84,
  title = {Self-Organization and Associative Memory},
  publisher = Springer,
  year = {1984},
  author = {T. Kohonen},
  address = {Heidelberg Berlin}
}

@ARTICLE{Kohonen82,
  author = {T. Kohonen},
  title = {Self-organized formation of topologically correct feature maps},
  journal = {Biological Cybernetics},
  year = {1982},
  volume = {43},
  pages = {59--69}
}

@ARTICLE{Kohonen00trnn,
  author = {Teuvo Kohonen and Samuel Kaski and Krista Lagus and Jarkko Salojärvi
	and Vesa Paatero and Antti Saarela},
  title = {Organization of a Massive Document Collection},
  journal = {{IEEE} Transactions on Neural Networks},
  year = {2000},
  volume = {11},
  pages = {574--585},
  number = {3}
}

@ARTICLE{kolmogorov:information,
  author = {A. N. Kolmogorov},
  title = {Three approaches to the quantitative definition of information},
  journal = {Prob. Inf. Trans.},
  year = {1965},
  volume = {1},
  pages = {1--7}
}

@BOOK{Konar05,
  title = {Computational Intelligence. Principles, Techniques and Applications},
  publisher = {Springer},
  year = {2005},
  author = {A. Konar},
  address = {New York}
}

@ARTICLE{Kondo,
  author = {T. Kondo},
  title = {Revised {GMDH} algorithm estimating degree of the complete polynomial},
  journal = {Trans. Soc. Instrument and Control Engineers},
  year = {1986},
  volume = {22},
  pages = {928--934}
}

@BOOK{Korbicz94,
  title = {Sztuczne sieci neuronowe, podstawy i zastosowania},
  publisher = {Akademicka Oficyna Wydawnicza {PLJ}},
  year = {1994},
  author = {J. Korbicz and A. Obuchowicz and D. Uci\'nski},
  address = {Warszawa}
}

@INPROCEEDINGS{kosinski:95,
  author = {W. Kosi\'nski and M. Weigl},
  title = {Mapping Neural Networks and Fuzzy Inference Systems for Approximation
	of Multivariate Function},
  booktitle = {System Modeling Control, Artificial Neural Networks and Their Applications},
  year = {1995},
  editor = {E. K\c{a}cki},
  volume = {3},
  pages = {60--65},
  address = {\L{}\'{o}d\'{z}, Poland},
  month = may
}

@BOOK{Kosko92,
  title = {Neural Networks and Fuzzy Systems},
  publisher = {Prentice Hall International},
  year = {1992},
  author = {B. Kosko}
}

@BOOK{h-stat82,
  title = {Handbook of statistics 2: Classification, pattern recognition and
	reduction of dimensionality},
  publisher = {North Holland},
  year = {1982},
  author = {P. R. Krishnaiah and L. N. Kanal (Eds)},
  address = {Amsterdam}
}

@INPROCEEDINGS{k56,
  author = {J. Kruskal},
  title = {On the shortest spanning subtree of a graph and the traveling salesman
	problem},
  booktitle = {Proceedings of the American Mathematical Society},
  year = {1956},
  volume = {7},
  pages = {48--50}
}

@BOOK{KruskalWish1978,
  title = {{Multidimensional Scaling}},
  publisher = {Sage Publications},
  year = {1978},
  author = {J.B. Kruskal and M. Wish},
  keywords = {dimensionality reduction, statistics}
}

@BOOK{Kuncheva04,
  title = {Combining Pattern Classifiers. Methods and Algorithms},
  publisher = {J. Wiley \& Sons},
  year = {2004},
  author = {L.I. Kuncheva},
  address = {New York}
}

@ARTICLE{Kunch-FuzzyEqStat,
  author = {L. Kuncheva},
  title = {On the equivalence between fuzzy and statistical classifiers},
  journal = {International Journal of Uncertainty, Fuzziness and Knowledge-Based
	Systems},
  year = {1996},
  volume = {15},
  pages = {245-253}
}

@ARTICLE{Kunstman94,
  author = {N. Kunstman and C. Hillermeier and B. Rabus and P. Tavan},
  title = {An associative memory that can form hypotheses: a phase-coded neural
	network},
  journal = {Biological Cybernetics},
  year = {1994},
  volume = {72},
  pages = {119--132}
}

@ARTICLE{Kurkova95,
  author = {V. Kurkova},
  title = {Approximation of Functions by Perceptron Networks with Bounded Number
	of Hidden Units},
  journal = {Neural Networks},
  year = {1995},
  volume = {8},
  pages = {745--750},
  number = {5}
}

@ARTICLE{Kurkova97,
  author = {V. Kurkova and P. C. Kainen and V. Kreinovich},
  title = {Estimates of the Number of Hidden Units and Variation with Respect
	to Half-Spaces},
  journal = {Neural Networks},
  year = {1997},
  volume = {10},
  pages = {1061--1068},
  number = {6}
}

@BOOK{Kurzweil99,
  title = {The age of spirtual machines: When computers exceed human intelligence},
  publisher = {Penguin},
  year = {1999},
  author = {R. Kurzweil},
  address = {New York, NY}
}

@BOOK{Lamb99,
  title = {Pathways of the Brain: The Neurocognitive Basis of Language},
  publisher = {J. Benjamins Publishing Co},
  year = {1999},
  author = {S. Lamb},
  address = {Amsterdam \& Philadelphia}
}

@ARTICLE{KernelsLanckriet04,
  author = {G.R.G. Lanckriet and N. Cristianini and P. Bartlett and L. El Ghaoui
	and M.I. Jordan},
  title = {Learning the Kernel Matrix with Semidefinite Programming},
  journal = {Journal of Machine Learning Research},
  year = {2004},
  volume = {5},
  pages = {27--72}
}

@ARTICLE{LSA97,
  author = {Landauer, T. and Dumais, S.},
  title = {A Solution to Plato's Problem: The Latent Semantic Analysis Theory
	of Acquisition, Induction and Representation of Knowledge},
  journal = {Psychological Review},
  year = {1997},
  volume = {104},
  pages = {211-240},
  number = {2}
}

@ARTICLE{lfl98,
  author = {T. K. Landauer and P. W. Foltz and D. Laham },
  title = {Introduction to Latent Semantic Analysis},
  journal = {Discourse Processes},
  year = {1998},
  volume = {25},
  pages = {259--284}
}

@ARTICLE{lassila1999rdf,
  author = {O. Lassila and R.R. Swick, et. al},
  title = {Resource Description Framework (RDF) Model and Syntax Specification},
  year = {1999},
  publisher = {World Wide Web Consortium (W3C)}
}

@ARTICLE{Lavretsky00,
  author = {E. Lavretsky},
  title = {On the exact solution of the Parity-N problem using ordered neural
	networks},
  journal = {Neural Networks},
  year = {2000},
  volume = {13},
  pages = {643-–649},
  number = {6}
}

@ARTICLE{LeCun89,
  author = {LeCun, Y. and Boser, B. and Denker, J. S. and Henderson, B. and Howard,
	R. E. and Hubbard, W. and Jackel, L. D.},
  title = {Backpropagation Applied to Handwritten Zip Code Recognition},
  journal = {Neural Computation},
  year = {1989},
  volume = {1},
  pages = {541--551},
  number = {4}
}

@ARTICLE{Lee2003,
  author = {Y. Lee and C-K. Lee},
  title = {Classification of multiple cancer types by multicategory support
	vector machines using gene expression data},
  journal = {Bioinformatics},
  year = {2003},
  volume = {19},
  pages = {1132-1139}
}

@ARTICLE{Lee01SSVM,
  author = {Y.J. Lee and O. L. Mangasarian},
  title = {SSVM: A smooth support vector machine for classification},
  journal = {Computational Optimization and Applications},
  year = {2001},
  volume = {20},
  pages = {5--22}
}

@ARTICLE{RSVM:Lee07,
  author = {Y-J. Lee and S-Y. Huang},
  title = {Reduced Support Vector Machines: A Statistical Theory},
  journal = {IEEE Transactions on Neural Networks},
  year = {2007},
  volume = {18},
  pages = {1--13},
  number = {1}
}

@ARTICLE{Cyc95,
  author = {D.B. Lenat},
  title = {CYC: A Large-Scale Investment in Knowledge Infrastructure},
  journal = {Comm. of the ACM},
  year = {1995},
  volume = {38},
  pages = {33--38}
}

@ARTICLE{Leshno93,
  author = {M. Leshno and V.Y. Lin and Pinkus and S. Schocken},
  title = {Multilayer feedforward networks with a nonpolynomial activation function
	can approximate any function},
  journal = {Neural Networks},
  year = {1993},
  volume = {6},
  pages = {861-867}
}

@ARTICLE{Leung94,
  author = {H. Leung and S. Haykin},
  title = {Detection and Estimation Using an Adaptive Rational Function Filters},
  journal = {IEEE Transactions on Signal Processing},
  year = {1994},
  volume = {12},
  pages = {3365--3376}
}

@ARTICLE{haykin-leung,
  author = {H. Leung and S. Haykin},
  title = {Rational Neural Networks},
  journal = {NC},
  year = {1993},
  volume = {5},
  pages = {928--938},
  number = {6}
}

@ARTICLE{Levin73,
  author = {L. A. Levin},
  title = {Universal Sequential Search Problems},
  journal = {Problems of Information Transmission (translated from Problemy Peredachi
	Informatsii (Russian))},
  year = {1973},
  volume = {9}
}

@BOOK{Levine99,
  title = {Quantum Chemistry},
  publisher = {Prentice Hall; 5th edition},
  year = {1999},
  author = {I.N. Levine}
}

@MISC{reuters,
  author = {D.D.~Lewis},
  title = {Reuters-21578 text categorization test collection},
  howpublished = {http://www.daviddlewis.com/resources/testcollections/reuters21578/},
  year = {1997}
}

@BOOK{LiChenHuang00,
  title = {Fuzzy Neural Intelligent Systems: Mathematical Foundation and the
	Applications in Engineering},
  publisher = {CRC Press},
  year = {2000},
  author = {H. Li and C.L.P. Chen and H-P. Huang}
}

@INPROCEEDINGS{l-tdstls-90,
  author = {M. Li},
  title = {Towards a {DNA} sequencing theory (learning a string)},
  booktitle = {Proceedings of the 31st Symposium on the Foundations of Computer
	Science},
  year = {1990},
  pages = {125--134},
  publisher = {IEEE Computer Society Press, Los Alamitos, CA}
}

@BOOK{Li97,
  title = {An Introduction to Kolmogorov Complexity and its Applications},
  publisher = Springer,
  year = {1997 (2nd ed)},
  author = {M. Li and P. Vit\'anyi}
}

@ARTICLE{Lichtman08,
  author = {JW. Lichtman and J. Livet and JR. Sanes},
  title = {A technicolour approach to the connectome.},
  journal = {Nature Reviews Neuroscience},
  year = {2008},
  volume = {9},
  pages = {417-422},
  owner = {Duch},
  timestamp = {2009.03.20}
}

@INCOLLECTION{Light92,
  author = {W. A. Light},
  title = {Some aspects of radial basis function approximation},
  booktitle = {Approximation theory, spline functions and applications},
  publisher = {Kluwer Academic Publishers},
  year = {1992},
  editor = {S. P. Singh},
  volume = {256},
  pages = {163--190},
  address = {Boston, MA}
}

@ARTICLE{ieee-nn:Lin+Lin:03,
  author = {K. Lin and C. Lin},
  title = {A study on reduced support vector machines},
  journal = {IEEE Transactions on Neural Networks},
  year = {2003},
  volume = {14},
  pages = {1449--1459},
  number = {6}
}

@ARTICLE{Lippmann87,
  author = {R. P. Lippmann},
  title = {An introduction to computing with neural nets},
  journal = {IEEE Magazine on Acoustics, Signal and Speech Processing},
  year = {1987},
  volume = {4},
  pages = {4--22}
}

@ARTICLE{Liu02,
  author = {D. Liu and M.E. Hohil and S.H. Smith},
  title = {N-bit parity neural networks: new solutions based on linear programming},
  journal = {Neurocomputing},
  year = {2002},
  volume = {48},
  pages = {477–-488}
}

@BOOK{LiuMotoda98,
  title = {Feature extraction, construction and selection : a data mining perspective},
  publisher = {Kluwer Academic},
  year = {1998},
  author = {Huan Liu and Hiroshi Motoda},
  volume = {SECS 453},
  pages = {410},
  address = {Boston},
  note = {edited by Huan Liu and Hiroshi Motoda.; Includes bibliographical
	references and index.},
  isbn = {0792381963},
  keywords = {Database management; Data mining}
}

@ARTICLE{liu2004cpc,
  author = {H. Liu and P. Singh},
  title = {ConceptNet. A Practical Commonsense Reasoning Tool-Kit},
  journal = {BT Technology Journal},
  year = {2004},
  volume = {22},
  pages = {211--226},
  number = {4},
  publisher = {Springer}
}

@ARTICLE{KernelsLodhi02,
  author = {H. Lodhi and C. Saunders and J. Shawe-Taylor and N. Cristianini and
	C. Watkins},
  title = {Text classification using string kernels},
  journal = {Journal of Machine Learning Research},
  year = {2002},
  volume = {2},
  pages = {419--444}
}

@INCOLLECTION{Lowe95,
  author = {D. Lowe},
  title = {Radial basis function networks},
  booktitle = {The handbook of brain theory and neural networks},
  publisher = MIT,
  year = {1995},
  editor = {M. A. Arbib},
  pages = {937-940},
  address = {Cambridge, MA}
}

@INPROCEEDINGS{Lowe93,
  author = {D. Lowe},
  title = {Novel ``topographic'' nonlinear},
  booktitle = {3rd IEE International Conference on Artificial Neural Networks},
  year = {1993},
  pages = {29--33},
  address = {London, UK},
  optpublisher = {Conference Publication 372}
}

@INPROCEEDINGS{Lowe91a,
  author = {D. Lowe},
  title = {On the iterative inversion of {RBF} networks: A statistical interpretation},
  booktitle = {2nd IEE International Conference on Artificial Neural Networks},
  year = {1991},
  pages = {29--33},
  address = {London, UK},
  optpublisher = {Conference Publication 349}
}

@INPROCEEDINGS{Lowe89,
  author = {D. Lowe},
  title = {Adaptive Radial Basis Function Nonlinearities, and the Problem of
	Generalization},
  booktitle = {1st IEE International Conference on Artificial Neural Networks},
  year = {1989},
  pages = {171--175},
  address = {London, UK}
}

@BOOK{Luger08,
  title = {Artificial Intelligence: Structures and Strategies for Complex Problem
	Solving},
  publisher = {Addison Wesley},
  year = {2008 (6th ed)},
  author = {G.F. Luger},
  owner = {Duch},
  timestamp = {2009.03.20}
}

@INPROCEEDINGS{Dash00,
  author = {Dash M. and Liu H.and Motoda H.},
  title = {Consistency based feature selection.},
  booktitle = {{Proceedings of the Fourth Pacific Asia Conference on Knowledge Discovery
	and Data Mining}},
  year = {2000},
  pages = {98-109},
  publisher = {Springer-Verlag},
  owner = {Duch},
  timestamp = {2009.06.30}
}

@PHDTHESIS{Hall99,
  author = {Hall M.A.},
  title = {Correlation based feature selection for machine learning},
  school = {Dept. of Comp. Science, Univ. of Waikato, Hamilton, New Zealand},
  year = {1999}
}

@BOOK{Evans00,
  title = {Statistical Distributions},
  publisher = {John Wiley and Sons},
  year = {2000},
  author = {M. Evans, N. Hastings, B. Peacock},
  edition = {3rd},
  owner = {Duch},
  timestamp = {2009.06.30}
}

@ARTICLE{Photos05,
  author = {E. M.Pothos},
  title = {The Rules versus Similarity distinction},
  journal = {Behavioral and Brain Sciences},
  year = {2005},
  volume = {28},
  pages = {1-49},
  publisher = {Cambridge University Press}
}

@ARTICLE{Maas96,
  author = {W. Maas},
  title = {Lower bounds for the computational power of networks of spiking neurons},
  journal = {Neural Computations},
  year = {1996},
  volume = {8},
  pages = {1--40}
}

@INCOLLECTION{MaassMarkram06,
  author = {W. Maass and H. Markram},
  title = {Theory of the computational function of microcircuit dynamics},
  booktitle = {Microcircuits. The Interface between Neurons and Global Brain Function},
  publisher = {MIT Press},
  year = {2006},
  editor = {S. Grillner and A. M. Graybiel},
  pages = {371-392}
}

@ARTICLE{Maass02,
  author = {W. Maass and T. Natschl\"ager and H. Markram},
  title = {Real-time computing without stable states: A new framework for neural
	computation based on perturbations},
  journal = {Neural Computation },
  year = {2002},
  volume = {14},
  pages = {2531--2560}
}

@ARTICLE{Maaten08,
  author = {L.J.P. van der Maaten and E.O. Postma and H.J. van den Herik},
  title = {Dimensionality Reduction: A Comparative Review},
  journal = {in print},
  year = {2008}
}

@ARTICLE{MacKey92,
  author = {D. MacKey},
  title = {Bayesian Interpolation},
  journal = {Neural Computations},
  year = {1992},
  volume = {Vol. 4},
  pages = {415--447},
  number = {3}
}

@INPROCEEDINGS{Maclin98,
  author = {R. Maclin},
  title = {Boosting Classifiers Regionally},
  booktitle = {Proc. 15th National Conference on Artificial Intelligence, Madison,
	WI.},
  year = {1998},
  pages = {700--705},
  url = {citeseer.ist.psu.edu/maclin98boosting.html}
}

@BOOK{Entailment2,
  title = {Proceedings of the Second PASCAL Challenges Workshop on Recognising
	Textual Entailment},
  publisher = {PASCAL},
  year = {2006},
  author = {Bernardo Magnini and Ido Dagan}
}

@INCOLLECTION{MajewskiSzymanski,
  author = {P. Majewski and J. Szyma/n'ski},
  title = {Text categorisation with semantic common sense knowledge: first results},
  year = {in print},
  journal = {Lecture Notes in Computer Science}
}

@ARTICLE{Mallat93,
  author = {S. Mallat and Z. Zhang},
  title = {Matching pursuits with time-frequency dictionaries},
  journal = {IEEE Transactions on Signal Processing},
  year = {1993},
  volume = {41},
  pages = {3397--3415},
  number = {12}
}

@ARTICLE{Mangasarian90,
  author = {O. L. Mangasarian and W. H. Wolberg},
  title = {Cancer diagnosis via linear programming},
  journal = {SIAM News},
  year = {1990},
  volume = {23},
  pages = {1--18},
  number = {5},
  month = {sep}
}

@BOOK{Manning99,
  title = {Foundations of Statistical Natural Language Processing},
  publisher = {MIT Press},
  year = {1999},
  author = {C.D. Manning and H. Sch\"utze},
  address = {Cambridge, MA}
}

@ARTICLE{marchand93learning,
  author = {M. Marchand and M. Golea},
  title = {On learning simple neural concepts: from halfspace intersections
	to neural decision lists},
  journal = {Network: Computation in Neural Systems},
  year = {1993},
  volume = {4},
  pages = {67--85}
}

@BOOK{Mardia78,
  title = {Multivariate Analysis},
  publisher = {Academic Press},
  year = {1979},
  author = {K.V. Mardia and J.T. Kent and J.M. Bibby},
  address = {Boston}
}

@ARTICLE{Marwan07,
  author = {Marwan, N., Romano, M.C., Thiel, M., Kurths, J.},
  title = {Recurrence plots for the analysis of complex systems.},
  journal = {Physics Reports},
  year = {2007},
  volume = {438},
  pages = {237--329},
  owner = {Duch},
  timestamp = {2009.06.19}
}

@ARTICLE{MascioliMartinelli1995,
  author = {F. M. Frattale Mascioli and G. Martinelli},
  title = {A Constructive Algorithm for Binary Neural Networks: The Oil-Spot
	Algorithm},
  journal = {IEEE Transactions on Neural Networks},
  year = {1995},
  volume = {6},
  pages = {794--797},
  number = {3}
}

@MISC{applet,
  author = {P.~Matykiewicz},
  title = {Demonstration applet},
  howpublished = {http://www.neuron.m4u.pl/search},
  year = {2004}
}

@ARTICLE{McCabe89,
  author = {T.J. McCabe and C.W. Butler},
  title = {Design Complexity Measurement and Testing},
  journal = {Communications of the ACM},
  year = {1989},
  volume = {32},
  pages = {1415--1425}
}

@ARTICLE{McCarthy05,
  author = {J. McCarthy},
  title = {The Future of AI--A Manifesto},
  journal = {AI Magazine},
  year = {2005},
  volume = {26},
  pages = {39--40}
}

@ARTICLE{McCulloch-Pitts-43,
  author = {W. S. McCulloch and W. Pitts},
  title = {A logical calculus of the ideas immanent in nervous activity},
  journal = {Bulletin of Mathematical Biophysics},
  year = {1943},
  volume = {5},
  pages = {115--133}
}

@BOOK{McNamara05,
  title = {Semantic Priming. Perspectives from Memory and Word Recognition},
  publisher = {Psychology Press},
  year = {2005},
  author = {T.P. McNamara}
}

@BOOK{Mendel00,
  title = {Uncertain Rule-Based Fuzzy Logic Systems: Introduction and New Directions},
  publisher = {Prentice-Hall},
  year = {2000},
  author = {J.M. Mendel}
}

@ARTICLE{Mezard89,
  author = {M. Mezard and J. P. Nadal},
  title = {Learning in feedforward layered networks: the tiling algorithm},
  journal = {Journal of physics},
  year = {1989},
  volume = {22},
  pages = {2191--2203}
}

@INPROCEEDINGS{Michalski99a,
  author = {R. Michalski},
  title = {Concept learning and natural induction},
  booktitle = {Machine Learning and Applications},
  year = {1999},
  address = {Chania, Greece}
}

@ARTICLE{Michalski99,
  author = {R. Michalski},
  title = {A theory and methodology of inductive learning},
  journal = {Artificial Intelligence},
  year = {1983},
  volume = {20},
  pages = {111--161}
}

@BOOK{statlog94,
  title = {Machine learning, neural and statistical classification},
  publisher = {Elis Horwood},
  year = {1994},
  author = {D. Michie and D. J. Spiegelhalter and C. C. Taylor},
  address = {London}
}

@INCOLLECTION{Mierswa05efficientfeature,
  author = {Ingo Mierswa and Michael Wurst},
  title = {Efficient Feature Construction by Meta Learning - Guiding the Search
	in Meta Hypothesis Space},
  booktitle = {In Proc. of the Internation Conference on Machine Learning, Workshop
	on Meta Learning},
  year = {2005},
  pages = {84--92}
}

@INPROCEEDINGS{Yale06,
  author = {I. Mierswa and M. Wurst and R. Klinkenberg and M. Scholz and T. Euler},
  title = {YALE: Rapid Prototyping for Complex Data Mining Tasks},
  booktitle = {Proc. 12th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data
	Mining (KDD 2006)},
  year = {2006},
  url = {http://rapid-i.com/}
}

@BOOK{MultiobjOpt99,
  title = {Nonlinear Multiobjective Optimization},
  publisher = {Kluwer Academic Publishers},
  year = {1999},
  author = {K. Miettinen}
}

@INCOLLECTION{miikkulainen99text,
  author = {R. Miikkulainen},
  title = {Text and Discourse Understanding: The {DISCERN} System},
  booktitle = {A Handbook of Natural Language Processing: Techniques and Applications
	for the Processing of Language as Text},
  publisher = {Marcel Dekker},
  year = {1999},
  editor = {R. Dale and H. Moisl and H. Somers},
  address = {New York},
  url = {citeseer.ist.psu.edu/miikkulainen99text.html}
}

@BOOK{Miikkulainen93,
  title = {Subsymbolic Natural Language Processing: An Integrated Model of Scripts,
	Lexicon, and Memory},
  publisher = {MIT Press},
  year = {1993},
  author = {R. Miikkulainen},
  address = {Cambridge, MA}
}

@INPROCEEDINGS{Yamakawa95,
  author = {T. Miki and M. Shimono and T. Yamakawa},
  title = {A chaos hardware unit employing the peak point modulation},
  booktitle = {Proceedings of the International Symposium on Nonlinear Theory and
	its Applications},
  year = {1995},
  pages = {25--30},
  address = {Las Vegas, Nevada}
}

@BOOK{WNIntro,
  title = {Introduction to WordNet: An On-line Lexical Database},
  publisher = {Cognitive Science Laboratory, Princeton University Press},
  year = {1993},
  author = {G.A. Miller and R. Beckitch and C. Fellbaum and D. Gross and K. Miller}
}

@ARTICLE{Minor93,
  author = {J.M. Minor},
  title = {Parity with two layer feedforward nets},
  journal = {Neural Networks},
  year = {1993},
  volume = {6},
  pages = {705--707}
}

@BOOK{Minsky69,
  title = {Perceptrons: An Introduction to Computational Geometry},
  publisher = {MIT Press},
  year = {1969},
  author = {M. Minsky and S. Papert}
}

@BOOK{Mitchell97,
  title = {Machine learning},
  publisher = {McGraw Hill},
  year = {1997},
  author = {T. Mitchell}
}

@ARTICLE{Mitchell08,
  author = {Mitchell, Tom M. and Shinkareva, Svetlana V. and Carlson, Andrew
	and Chang, Kai-Min and Malave, Vicente L. and Mason, Robert A. and
	Just, Marcel A.},
  title = {Predicting Human Brain Activity Associated with the Meanings of Nouns},
  journal = {Science},
  year = {2008},
  volume = {320},
  pages = {1191--1195},
  number = {5880},
  month = {May},
  abstract = {The question of how the human brain represents conceptual knowledge
	has been debated in many scientific fields. Brain imaging studies
	have shown that different spatial patterns of neural activation are
	associated with thinking about different semantic categories of pictures
	and words (for example, tools, buildings, and animals). We present
	a computational model that predicts the functional magnetic resonance
	imaging (fMRI) neural activation associated with words for which
	fMRI data are not yet available. This model is trained with a combination
	of data from a trillion-word text corpus and observed fMRI data associated
	with viewing several dozen concrete nouns. Once trained, the model
	predicts fMRI activation for thousands of other concrete nouns in
	the text corpus, with highly significant accuracies over the 60 nouns
	for which we currently have fMRI data. 10.1126/science.1152876},
  citeulike-article-id = {2845964},
  doi = {http://dx.doi.org/10.1126/science.1152876},
  keywords = {brain, categories, computational, fmri, model, nouns, semantic},
  owner = {Duch},
  posted-at = {2008-06-07 09:45:27},
  priority = {2},
  timestamp = {2008.11.06},
  url = {http://dx.doi.org/10.1126/science.1152876}
}

@BOOK{Mitra03,
  title = {Data Mining: Multimedia, Soft Computing, and Bioinformatics},
  publisher = {J. Wiley \& Sons},
  year = {2003},
  author = {S. Mitra and T. Acharya},
  address = {New York}
}

@ARTICLE{Moody89,
  author = {J. Moody and C. J. Darken},
  title = {Fast Learning in Networks of Locally-Tuned Processing Units},
  journal = NC,
  year = {1989},
  volume = {1},
  pages = {281--294},
  number = {2}
}

@ARTICLE{Morita,
  author = {M. Morita},
  title = {Memory and learning of sequential pattern by nonmonotone neural networks},
  journal = {Neural Networks},
  year = {1996},
  volume = {9},
  pages = {1477--1489},
  number = {8}
}

@ARTICLE{Morita93,
  author = {M. Morita},
  title = {Associative memory with nonmonotone dynamics},
  journal = {Neural Networks},
  year = {1993},
  volume = {6},
  pages = {115--126}
}

@INPROCEEDINGS{flann_09,
  author = {Marius Muja and David G. Lowe},
  title = {Fast Approximate Nearest Neighbors with Automatic Algorithm Configuration},
  booktitle = {International Conference on Computer Vision Theory and Application
	VISSAPP'09)},
  year = {2009},
  pages = {331-340},
  publisher = {INSTICC Press}
}

@ARTICLE{OC1,
  author = {S.K. Murthy and S. Kasif and S. Salzberg},
  title = {A System for Induction of Oblique Decision Trees},
  journal = {Journal of Artificial Intelligence Research},
  year = {1994},
  volume = {2},
  pages = {1--32}
}

@ARTICLE{Musavi98,
  author = {M. T. Musavi and R. J. Bryant and M. Qiao and M. T. Davisson and
	E. C. Akeson and B. D. French},
  title = {Mouse chromosome classification by radial basis function networks
	with fast orthogonal search},
  journal = NN,
  year = {1998},
  volume = {11},
  pages = {769--777},
  number = {4}
}

@INCOLLECTION{Muselli98,
  author = {M. Muselli},
  title = {Sequential constructive techniques},
  booktitle = {Optimization Techniques, vol. 2 of Neural Network Systems, Techniques
	and Applications},
  publisher = {Academic Press},
  year = {1998},
  editor = {C. Leondes},
  pages = {81--144},
  address = {San Diego, CA}
}

@ARTICLE{Muselli1995,
  author = {Marco Muselli},
  title = {On Sequential Construction of Binary Neural Networks},
  journal = {IEEE Transactions on Neural Networks},
  year = {1995},
  volume = {6},
  pages = {678--690},
  number = {3}
}

@ARTICLE{MuselliL2002,
  author = {Marco Muselli and D. Liberati},
  title = {Binary rule generation via Hamming Clustering},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  year = {2002},
  volume = {14},
  pages = {1258--1268}
}

@MISC{Netlab,
  author = {I. Nabnay and C. Bishop},
  title = {NETLAB software},
  year = {1997},
  note = {http://www.ncrg.aston.ac.uk/netlab/},
  institution = {Aston University, Birmingham, UK}
}

@ARTICLE{nb-ige-03,
  author = {Claude Nadeau and Yoshua Bengio},
  title = {Inference for the Generalization Error},
  journal = {Machine Learning},
  year = {2003},
  volume = {52},
  pages = {239--281},
  number = {3}
}

@ARTICLE{Nakagawa95,
  author = {M. Nakagawa},
  title = {An artificial neuron model with a periodic activation function},
  journal = {Journal of Physical Society},
  year = {1995},
  volume = {64},
  pages = {1023--1031}
}

@BOOK{Nauck97,
  title = {Foundations of Neuro-Fuzzy Systems},
  publisher = {John Wiley \& Sons},
  year = {1997},
  author = {D. Nauck and F. Klawonn and R. Kruse and F. Klawonn},
  address = {New York}
}

@ARTICLE{Nelder_Mead:Simplex,
  author = {J.~Nelder and R.~Mead},
  title = {A simplex method for function minimization},
  journal = {Computer Journal},
  year = {1965},
  volume = {7},
  pages = {308--313},
  owner = {Duch},
  timestamp = {2010.02.13}
}

@BOOK{Newell90,
  title = {Unified theories of cognition},
  publisher = {Harvard Univ. Press},
  year = {1990},
  author = {A. Newell},
  address = {Cambridge, MA}
}

@ARTICLE{Nguyen2002,
  author = {D.V. Nguyen and D.M. Rocke},
  title = {Tumor classification by partial least squares using microarray gene
	expression data},
  journal = {Bioinformatics},
  year = {2002},
  volume = {18},
  pages = {39-50}
}

@BOOK{Nillson65,
  title = {Learning machines: Foundations of trainable pattern classifying systems},
  publisher = {McGraw-Hill},
  year = {1965},
  author = {N.J. Nillson},
  address = {New York}
}

@ARTICLE{Niranjan90,
  author = {M Niranjan and F. Fallside},
  title = {Neural networks and radial basis functions in classifying static
	speech patterns},
  journal = {Computer speech and language},
  year = {1990},
  volume = {4},
  pages = {275--289}
}

@ARTICLE{NiyogiGirosi96,
  author = {P. Niyogi and F. Girosi},
  title = {On the Relationship between Generalization Error, Hypothesis Complexity,
	and Sample Complexity for Radial Basis Functions},
  journal = NC,
  year = {1996},
  volume = {8},
  pages = {819--842},
  number = {4}
}

@ARTICLE{Nowlan92,
  author = {S. J. Nowlan and G. E. Hinton},
  title = {Simplifying neural networks by soft weight sharing},
  journal = NC,
  year = {1992},
  volume = {4},
  pages = {473--493},
  number = {4}
}

@BOOK{OReilly06,
  title = {Biologically Based Computational Models of High-Level Cognition.},
  year = {2006},
  author = {O'Reilly, R.C.},
  volume = {314},
  pages = {91-94},
  journal = {Science},
  owner = {Duch},
  timestamp = {2009.03.20}
}

@BOOK{Oreilly2000,
  title = {Computational Explorations in Cognitive Neuroscience},
  publisher = {MIT-Press},
  year = {2000},
  author = {R.C. O'Reilly and Y. Munakata},
  booktitle = {Computational Explorations in Cognitive Neuroscience}
}

@ARTICLE{Olshausen00,
  author = {B.A. Olshausen and D.J. Field },
  title = {Sparse coding of sensory inputs},
  journal = {Current Opinion in Neurobiology},
  year = {2004},
  volume = {14},
  pages = {481--487}
}

@ARTICLE{ong05ml,
  author = {C.S. Ong and A. Smola and B. Williamson},
  title = {Learning the Kernel with Hyperkernels},
  journal = {Journal of Machine Learning Research},
  year = {2005},
  volume = {6},
  pages = {1045-1071}
}

@TECHREPORT{Orr96,
  author = {M. Orr},
  title = {Introduction to radial basis function networks},
  institution = {Centre for Cognitive Science, University of Edinburgh},
  year = {1996}
}

@ARTICLE{Demartines93,
  author = {P. Demartines, J. Hérault},
  title = {Vector Quantization and Projection Neural Network.},
  journal = {Lecture Notes in Computer Science},
  year = {1993},
  volume = {686},
  pages = {328--333},
  owner = {Duch},
  timestamp = {2009.03.07}
}

@BOOK{Pekalska05,
  title = {The dissimilarity representation for pattern recognition: foundations
	and applications},
  publisher = {World Scientific},
  year = {2005},
  author = {E. P{\c e}kalska and R.P.W. Duin}
}

@ARTICLE{Pekalska01,
  author = {E. P{\c e}kalska and P. Paclik and R.P.W. Duin},
  title = {A generalized kernel approach to dissimilarity-based classification},
  journal = {Journal of Machine Learning Research},
  year = {2001},
  volume = {2},
  pages = {175--211}
}

@INCOLLECTION{Pekalska99,
  author = {E. P{\c e}kalska and D. de Ridder and R.P.W. Duin and M.A. Kraaijveld},
  title = {A new method of generalizing Sammon mapping with application to algorithm
	speed-up},
  booktitle = {Proc. 5th Annual Conf. of the Advanced School for Computing and Imaging},
  publisher = {ASCI},
  year = {1999},
  pages = {221--228},
  address = {Delft, The Netherlands}
}

@BOOK{Pal99,
  title = {Neuro-fuzzy Pattern Recognition: Methods in Soft Computing Paradigm},
  publisher = {J. Wiley \& Sons},
  year = {1999},
  author = {S.K. Pal and S. Mitra},
  address = {New York}
}

@BOOK{Pao89,
  title = {Adaptive Pattern Recognition and Neural Networks},
  publisher = {Addison-Wesley},
  year = {1989},
  author = {Y.H. Pao},
  address = {Reading, MA}
}

@ARTICLE{Park91,
  author = {J. Park and I. W. Sandberg},
  title = {Universal approximation using radial basis function networks},
  journal = NC,
  year = {1991},
  volume = {3},
  pages = {246--257},
  number = {2}
}

@BOOK{Pedrycz05,
  title = {{Knowledge-Based Clustering: From Data to Information Granules}},
  publisher = {Wiley-Interscience},
  year = {2005},
  author = {Witold Pedrycz}
}

@ARTICLE{Pedrycz96,
  author = {W.~Pedrycz},
  title = {Conditional Fuzzy C-Means},
  journal = {Pattern Recognition Letters},
  year = {1996},
  volume = {17},
  pages = {625-632}
}

@BOOK{peitgen92,
  title = {Chaos and Fractals},
  publisher = {Springer},
  year = {1992},
  author = {H. Peitgen and H. {J\"{u}rgens} and D. Saupe}
}

@BOOK{Pereira07,
  title = {Creativity and Artificial Intelligence: A Conceptual Blending Approach.},
  publisher = {Mouton De Gruyter},
  year = {2007},
  author = {F.C. Pereira},
  owner = {Duch},
  timestamp = {2009.03.20}
}

@BOOK{Perlovsky06,
  title = {Knowledge Instinct},
  publisher = {Basic Books},
  year = {2006},
  author = {L. Perlovsky}
}

@ARTICLE{NC:Platt91,
  author = {J. Platt},
  title = {A Resource-Allocating Network for Function Interpolation},
  journal = NC,
  year = {1991},
  volume = {3},
  pages = {213--225}
}

@INPROCEEDINGS{Poggio98Boston,
  author = {T. Poggio},
  title = {Learning sparse representations for vision},
  booktitle = {Second International Conference on Cognitive and Neural Systems},
  year = {1998},
  address = {Boston, USA}
}

@ARTICLE{Poggio90,
  author = {T. Poggio and S. Edelman},
  title = {A network that learns to recognize three three-dimentional objects},
  journal = {Nature},
  year = {1990},
  volume = {343},
  pages = {263--266}
}

@ARTICLE{PoggioGirosi90,
  author = {T. Poggio and F. Girosi},
  title = {Network for Approximation and Learning},
  journal = pieee,
  year = {1990},
  volume = {78},
  pages = {1481--1497}
}

@TECHREPORT{Poggio89LL1,
  author = {T. Poggio and F. Girosi},
  title = {A Theory of Networks for Approximation and Learning},
  institution = {MIT},
  year = {1989},
  number = {A.~I. Memo 1140},
  address = {Massachusetts},
  month = jul,
  ref = {LL1}
}

@MISC{OntologyPortal,
  author = {See Ontology Portal},
  title = {www.ontologyportal.org}
}

@ARTICLE{p80,
  author = {M. F. Porter},
  title = {An Algorithm for suffix stripping},
  journal = {Program},
  year = {1980},
  volume = {14},
  pages = {48--50},
  number = {3}
}

@ARTICLE{Pouget01,
  author = {A. Pouget and T.J. Sejnowski},
  title = {Simulating a lesion in a basis function model of spatial representations:
	comparison with hemineglect},
  journal = {Psychological Review},
  year = {2001},
  volume = {108},
  pages = {653--673}
}

@ARTICLE{Pouget97,
  author = {A. Pouget and T.J. Sejnowski},
  title = {Spatial transformation in the parietal cortex using basis functions},
  journal = {Journal of Cognitive Neuroscience},
  year = {1997},
  volume = {9},
  pages = {222--237}
}

@INPROCEEDINGS{Powell87,
  author = {M. J. D. Powell},
  title = {Radial basis functions for multivariable interpolation: A Review},
  booktitle = {Algorithms for Approximation of Functions and Data},
  year = {1987},
  editor = {J. C. Mason and M. G. Cox},
  pages = {143--167},
  address = {Oxford},
  publisher = {Oxford University Press}
}

@INCOLLECTION{Prechelt98,
  author = {L. Prechelt},
  title = {Early stopping -- but when?},
  booktitle = {Neural Networks: Tricks of the Trade},
  publisher = {Springer},
  year = {1998},
  editor = {G.B. Orr and K.-R. Mueller},
  pages = {55--69},
  address = {Berlin}
}

@BOOK{numrec,
  title = {Numerical recipes in C. The art of scientific computing},
  publisher = {Cambridge University Press},
  year = {1988},
  author = {W.H.~Press and S.A.~Teukolsky and W.T.~Vetterling and B.P.~Flannery},
  address = {Cambridge, UK},
  optedition = {2}
}

@BOOK{NR07,
  title = {Numerical Recipes: The Art of Scientific Computing},
  publisher = {Cambridge University Press},
  year = {2007},
  author = {William H. Press and Saul A. Teukolsky and William T. Vetterling
	and Brian P. Flannery}
}

@BOOK{WISKADMMPI,
  title = {Wartość testu {WISKAD-MMPI}},
  publisher = {{KUL}},
  year = {1976},
  author = {Z. Płużek},
  address = {Lublin}
}

@INPROCEEDINGS{polishMMPI,
  author = {Z. Płużek},
  title = {Polska adaptacja testu {MMPI}},
  booktitle = {I Konferencji Psychologii Klinicznej w Łomnicy Tatrzańskiej},
  year = {1964}
}

@INPROCEEDINGS{polynomial,
  author = {S. Qian and Y. C. Lee and R. D. Jones and C. W. Barnes and K. Lee},
  title = {Function Approximation with an Orthogonal Basis Net},
  booktitle = {Proceedings of the IJCNN},
  year = {1990},
  volume = {3},
  pages = {605--619}
}

@BOOK{Quinlan93,
  title = {C 4.5: Programs for machine learning},
  publisher = {Morgan Kaufmann},
  year = {1993},
  author = {J.R. Quinlan},
  address = {San Mateo, CA}
}

@ARTICLE{Quinlan86,
  author = {Quinlan, J.},
  title = {Induction of decision trees},
  journal = {Machine Learning},
  year = {1986},
  volume = {1},
  pages = {81--106},
  owner = {Duch},
  timestamp = {2011.01.10}
}

@INPROCEEDINGS{Raina07,
  author = {Rajat Raina and Alexis Battle and Honglak Lee and Benjamin Packer
	and Andrew Y. Ng},
  title = {Self-taught Learning: Transfer Learning from Unlabeled Data},
  booktitle = {{ICML} '07: Proceedings of the 24th International Conference on Machine
	learning},
  year = {2007}
}

@INPROCEEDINGS{Raina06,
  author = {Rajat Raina and Andrew Y. Ng and Daphne Koller},
  title = {Constructing informative priors using transfer learning},
  booktitle = {In Proceedings of the 23rd International Conference on Machine Learning},
  year = {2006},
  pages = {713--720}
}

@ARTICLE{Raizada03,
  author = {R. Raizada and S. Grossberg},
  title = {Towards a Theory of the Laminar Architecture of Cerebral Cortex:
	Computational Clues from the Visual System},
  journal = {Cerebral Cortex},
  year = {2003},
  volume = {13},
  pages = {100--113}
}

@BOOK{Rangayyan01,
  title = {Biomedical Signal Analysis: A Case-Study Approach},
  publisher = {Wiley-IEEE Press},
  year = {2001},
  author = {Rangaraj M. Rangayyan},
  series = {IEEE Press Series on Biomedical Engineering}
}

@ARTICLE{Bayes:Raymer03,
  author = {Michael L. Raymer and Travis E. Doom and Leslie A. Kuhn and William
	F. Punch III},
  title = {Knowledge discovery in medical and biological datasets using a hybrid
	Bayes classifier/evolutionary algorithm},
  journal = {IEEE Transactions on Systems, Man, and Cybernetics, Part B},
  year = {2003},
  volume = {33},
  pages = {802-813},
  number = {5},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@INPROCEEDINGS{Reyzin06,
  author = {Reyzin, Lev and Schapire, Robert E.},
  title = {How boosting the margin can also boost classifier complexity},
  booktitle = {Proceedings of the 23rd international conference on Machine learning},
  year = {2006},
  series = {ICML '06},
  pages = {753--760}
}

@INCOLLECTION{richardson1998maa,
  author = {S.D. Richardson and W.B. Dolan and L. Vanderwende},
  title = {MindNet: acquiring and structuring semantic information from text},
  year = {1998},
  pages = {1098--1102},
  journal = {Proceedings of the 17th International Conference on Computational
	linguistics}
}

@ARTICLE{Ridella,
  author = {S. Ridella and S. Rovetta and R. Zunino},
  title = {Circular Backpropagation Networks for Classification},
  journal = {IEEE Transaction on Neural Networks},
  year = {1997},
  volume = {8},
  pages = {84--97},
  number = {1}
}

@BOOK{Ripley96,
  title = {Pattern Recognition and Neural Networks},
  publisher = {Cambridge University Press},
  year = {1996},
  author = {B. D. Ripley}
}

@ARTICLE{Rissland06,
  author = {Rissland, Edwina L.},
  title = {AI and Similarity.},
  journal = {IEEE Intelligent Systems},
  year = {2006},
  volume = {21(3)},
  pages = {39-49},
  owner = {Duch},
  timestamp = {2010.11.07}
}

@INPROCEEDINGS{roehrbein06a,
  author = {Florian Roehrbein and Julian Eggert and Stephan Hasler and Andreas
	Richter and Martin Hirsch and Edgar Koerner},
  title = {ProCog - a biologically motivated relational network},
  booktitle = {Proceedings of the 7th International Conference on Cognitive Modeling,
	Trieste (ICCM 2006)},
  year = {2006},
  editor = {Danilo Fum, Fabio del Missier, Andrea Stocco},
  pages = {393--394},
  address = {Trieste, Italy},
  publisher = {Edizioni Goliardiche}
}

@ARTICLE{rosch1981cno,
  author = {E. Rosch},
  title = {Categorization of natural objects},
  journal = {Annual Review of Psychology},
  year = {1981},
  volume = {32},
  pages = {89--115}
}

@BOOK{Roth95,
  title = {Perception and Representation},
  publisher = {Open University Press},
  year = {1995},
  author = {I. Roth and V. Bruce},
  note = {2nd ed.}
}

@ARTICLE{Rousseau05,
  author = {D. Rousseau and F. Chapeau-Blondeau},
  title = {Constructive role of noise in signal detection from parallel arrays
	of quantizers},
  journal = {Signal Processing},
  year = {2005},
  volume = {85},
  pages = {571--580}
}

@ARTICLE{LLE,
  author = {S. Roweis and L. Saul},
  title = {Nonlinear dimensionality reduction by locally linear embedding},
  journal = {Science},
  year = {2000},
  volume = {290},
  pages = {2323--2326},
  number = {5500}
}

@ARTICLE{Roy00,
  author = {Asim Roy},
  title = {Artificial Neural Networks - A Science in Trouble},
  journal = {SIGKDD Explorations},
  year = {2000},
  volume = {1},
  pages = {33--38},
  publisher = {IEEE Computer Society Press}
}

@INCOLLECTION{Roy00a,
  author = {Asim Roy},
  title = {A Theory of the Brain: There Are Parts of the Brain That Control
	Other Parts},
  booktitle = {Proc. of the Int. Joint Conf. on Neural Networks (IJCNN 2000)},
  publisher = {IEEE Computer Society Press},
  year = {2000},
  volume = {2},
  pages = {81--86}
}

@INCOLLECTION{BP,
  author = {D. E. Rumelhart and G. E. Hinton and R. J. Williams},
  title = {Learning internal representations by error propagation},
  booktitle = {Parallel Distributed Processing: Explorations in Microstructure of
	Congnition},
  publisher = MIT,
  year = {1986},
  editor = {D. E. Rumelhart, J. L. McCleland},
  volume = {1: Foundations},
  pages = {318--362},
  address = {Cambridge}
}

@BOOK{RussellNorvig95,
  title = {Artificial Intelligence. A Modern Approach},
  publisher = {Prentice-Hall},
  year = {1995},
  author = {S. J. Russell and P. Norvig},
  address = {Englewood Cliffs, NJ}
}

@BOOK{Rutkowski04,
  title = {Flexible Neuro-Fuzzy Systems},
  publisher = {Kluwer Academic},
  year = {2004},
  author = {L. Rutkowski},
  owner = {Duch},
  timestamp = {2011.01.22}
}

@BOOK{Rutkowski94,
  title = {Filtry adaptacyjne i adaptacyjne przetwarzanie sygna\l\'ow},
  publisher = {Wydawnictwa Naukowo--Techniczne},
  year = {1994},
  author = {L. Rutkowski},
  address = {Warszawa}
}

@BOOK{Coren94,
  title = {Sensation and Perception.},
  publisher = {Toronto: Harcourt Brace, (4th Ed.).},
  year = {1994},
  author = {S. Coren, L.M. Ward, J.T. Enns},
  owner = {Wlodek},
  timestamp = {2010.08.19}
}

@INPROCEEDINGS{sahami93learning,
  author = {Mehran Sahami},
  title = {Learning Non-Linearly Separable Boolean Functions With Linear Threshold
	Unit Trees and Madaline-Style Networks},
  booktitle = {National Conference on Artificial Intelligence},
  year = {1993},
  pages = {335-341}
}

@ARTICLE{Semhash09,
  author = {R. Salakhutdinov and G. Hinton},
  title = {Semantic hashing.},
  journal = {International Journal of Approximate Reasoning.},
  year = {2009},
  volume = {(in print)},
  owner = {Duch},
  timestamp = {2009.04.01}
}

@ARTICLE{Salinas01,
  author = {E. Salinas and T.J. Sejnowski},
  title = {Gain modulation in the central nervous system: where behavior, neurophysiology,
	and computation meet},
  journal = {Neuroscientist},
  year = {2001},
  volume = {7},
  pages = {430--440}
}

@ARTICLE{Sammon69,
  author = {J.W. Sammon},
  title = {A nonlinear mapping for data structure analysis},
  journal = {IEEE Transactions on Computers},
  year = {1969},
  volume = {C18},
  pages = {401--409}
}

@BOOK{Sanei08,
  title = {EEG Signal Processing},
  publisher = {Wiley},
  year = {2008},
  author = {Saeid Sanei and Jonathon A. Chambers}
}

@ARTICLE{SaranliBaykal98,
  author = {A. Saranli and B. Baykal},
  title = {Complexity reduction in radial basis function {(RBF)} networks by
	using radial B-spline functions},
  journal = {Neurocomputing},
  year = {1998},
  volume = {18},
  pages = {183--194},
  number = {1-3},
  month = {feb}
}

@INPROCEEDINGS{Scholkopf95,
  author = {B. Sch\"olkopf and C. Burges and A. Smola},
  title = {Extracting support data for a given task},
  booktitle = {Proceedings of First International Conference on Knowledge Discovery
	\& Data Mining},
  year = {1995},
  editor = {U. M. Fayyad and R. Uthurusamy},
  address = {Menlo Park, CA},
  publisher = {AAAI Press}
}

@BOOK{Scholkopf98,
  title = {Advances in Kernel Methods: Support Vector Machines},
  publisher = {MIT Press},
  year = {1998},
  author = {B. Sch\"olkopf and C. Burges and A. Smola},
  address = {Cambridge, MA}
}

@BOOK{Scholkopf01,
  title = {Learning with Kernels. Support Vector Machines, Regularization, Optimization,
	and Beyond},
  publisher = {MIT Press},
  year = {2001},
  author = {B. Sch\"olkopf and A.J. Smola},
  address = {Cambridge, MA}
}

@ARTICLE{Schapire99,
  author = {R.E. Schapire and Y. Singer},
  title = {Improved Boosting Algorithms Using Confidence-rated Predictions},
  journal = {Machine Learning},
  year = {1999},
  volume = {37},
  pages = {297–-336}
}

@INPROCEEDINGS{Schiffman93,
  author = {W. Schiffman and M. Joost and R. Werner},
  title = {Comparison of optimized backpropagation algorithms},
  booktitle = {Proceedings of ESANN'93},
  year = {1993},
  pages = {97--104},
  address = {Brussels}
}

@TECHREPORT{Schmidhuber:94kol,
  author = {J. H. Schmidhuber},
  title = {Discovering Problem Solutions with Low {Kolmogorov} Complexity and
	High Generalization Capability},
  institution = {Fakult\"{a}t f\"{u}r Informatik, Technische Universit\"{a}t M\"{u}nchen},
  year = {1994},
  number = {FKI-194-94}
}

@ARTICLE{Schneider09,
  author = {P. Schneider and B. Hammer and M. Biehl},
  title = {Adaptive Relevance Matrices in Learning Vector Quantization},
  journal = {Neural Computation},
  year = {2009},
  volume = {21},
  pages = {3532--3561},
  owner = {Duch},
  timestamp = {2011.04.23}
}

@TECHREPORT{Shraudolph98,
  author = {N. N. Schraudolph},
  title = {A Fast, Compact Approximation of the Exponential Function},
  institution = {IDSIA},
  year = {1998},
  address = {Lugano, Switzerland}
}

@ARTICLE{Schwenker01,
  author = {F. Schwenker and H.A. Kestler and G. Palm},
  title = {Three learning phases for radial-basis-function networks},
  journal = {Neural Networks},
  year = {2001},
  volume = {14},
  pages = {439--458}
}

@INPROCEEDINGS{Seewald02,
  author = {A.K. Seewald},
  title = {Exploring the Parameter State Space of Stacking.},
  booktitle = {Proceedings of the 2002 IEEE International Conference on Data Mining
	(ICDM 2002)},
  year = {2002},
  pages = {685-688},
  ee = {http://computer.org/proceedings/icdm/1754/17540685abs.htm}
}

@INCOLLECTION{Pandemonium,
  author = {O. G. Selfridge},
  title = {Pandemonium: A paradigm for learning.},
  booktitle = {Proceedings of the Symposium on Mechanisation of Thought Processes},
  publisher = {HM Stationery Office, London},
  year = {1959},
  editor = {D. V. Blake and A. M. Uttley},
  pages = {511--529},
  owner = {Duch},
  timestamp = {2009.03.08}
}

@ARTICLE{Setiono97,
  author = {R. Setiono},
  title = {On the solution of the parity problem by a single hidden layer feedforward
	neural network},
  journal = {Neurocomputing},
  year = {1997},
  volume = {16},
  pages = {225–-235}
}

@BOOK{NearestN05,
  title = {Nearest-Neighbor Methods in Learning and Vision},
  publisher = {MIT Press},
  year = {2005},
  author = {G. Shakhnarovish and T. Darrell and P. Indyk Eds.}
}

@INPROCEEDINGS{ShangBreiman96,
  author = {N. Shang and L. Breiman},
  title = {Distribution based trees are more accurate},
  booktitle = {Proceedings of ICONIP'96},
  year = {1996}
}

@ARTICLE{ShangWah96,
  author = {Y. Shang and W. Wah},
  title = {Global Optimization for Neural Network Training},
  journal = {IEEE Computer},
  year = {1996},
  volume = {29}
}

@BOOK{Shannon64,
  title = {The Mathematical Theory of Communication},
  publisher = {University of Illinois Press},
  year = {1964},
  author = {C.E. Shannon and W. Weaver},
  address = {Urbana, Ill.}
}

@ARTICLE{Shastri99,
  author = {L. Shastri},
  title = {Advances in SHRUTI - a neurally motivated model of relational knowledge
	representation and rapid inference using temporal synchrony},
  journal = {Applied Intelligence},
  year = {1999},
  volume = {11},
  pages = {79--108}
}

@ARTICLE{Wang05,
  author = {Wang Shoujue and Lai Jiangliang},
  title = {Geometrical learning, descriptive geometry, and biomimetic pattern
	recognition},
  journal = {Neurocomputing},
  year = {2005},
  volume = {67},
  pages = {9--28}
}

@BOOK{Silverman1986,
  title = {Density Estimation for Statistics and Data Analysis},
  publisher = {London, U.K. Chapman \& Hall},
  year = {1986},
  author = {B. W. Silverman}
}

@ARTICLE{Simoncelli01,
  author = {E. Simoncelli and B.A. Olshausen},
  title = {Natural image statistics and neural representation},
  journal = {Annual Review of Neuroscience},
  year = {2001},
  volume = {24},
  pages = {1193--1216}
}

@INPROCEEDINGS{Singhal89,
  author = {S. Singhal and L. Wu},
  title = {Training feed-forward networks with the extended Kalman filter},
  booktitle = {IEEE International Conference on Acoustic, Speech and Signal Processing},
  year = {1989},
  pages = {1187--1190},
  address = {Glasgow, UK}
}

@INPROCEEDINGS{Skalak94,
  author = {D.B. Skalak},
  title = {Prototype and Feature Selection by Sampling and Random Mutation Hill
	Climbing Algorithms},
  booktitle = {Proc. 11th International Conference on Machine Learning},
  year = {1994},
  pages = {293--301},
  bibdate = {2002-01-03},
  bibsource = {DBLP, http://dblp.uni-trier.de/db/conf/icml/icml1994.html#Skalak94}
}

@INPROCEEDINGS{Smith88,
  author = {J. W. Smith and J. E. Everhart and W. C. Dickson and W. C. Knowler
	nad R. S. Johannes},
  title = {Using the ADAP learning algorithm to forecast the onset of diabetes
	mellitus},
  booktitle = {Proceedings of the Symposium on Computer Applications and Medical
	Care},
  year = {1988},
  pages = {261--265},
  publisher = {IEEE Computer Society Press}
}

@ARTICLE{Smyth99,
  author = {P. Smyth and D. Wolpert},
  title = {Linearly Combining Density Estimators via Stacking},
  journal = {Machine Learning},
  year = {1999},
  volume = {36},
  pages = {59–-83}
}

@ARTICLE{SomolP02,
  author = {Petr Somol and Pavel Pudil},
  title = {Feature selection toolbox},
  journal = {Pattern Recognition},
  year = {2002},
  volume = {35},
  pages = {2749-2759},
  number = {12}
}

@ARTICLE{Shogun:Sonnenburg06,
  author = {S. Sonnenburg and G.Raetsch and C.Schaefer and B.Schoelkopf},
  title = {Large Scale Multiple Kernel Learning.},
  journal = {Journal of Machine Learning Research},
  year = {2006},
  volume = {7},
  pages = {1531-1565},
  owner = {Duch},
  timestamp = {2010.02.06}
}

@INBOOK{Sontag98,
  chapter = {VC Dimension of Neural Networks},
  title = {Neural Networks and Machine Learning},
  publisher = {Springer},
  year = {1998},
  editor = {C. M. Bishop},
  author = {E. D. Sontag},
  address = {London}
}

@BOOK{Spivey07,
  title = {The continuity of mind.},
  publisher = {New York: Oxford University Press.},
  year = {2007},
  author = {Spivey, M.J.},
  owner = {Duch},
  timestamp = {2009.06.19}
}

@ARTICLE{Srivastava05,
  author = {Anuj Srivastava and Xiuwen Liu},
  title = {Tools for application-driven linear dimension reduction.},
  journal = {Neurocomputing},
  year = {2005},
  volume = {67},
  pages = {136--160}
}

@INPROCEEDINGS{SterDobnikar,
  author = {B. Ster and A. Dobnikar},
  title = {Neural Networks in medical diagnosis: Comparison with other methods},
  booktitle = {Proceedings of the International Conference EANN '96},
  year = {1996},
  editor = {A. B. Bulsari {et al.}},
  pages = {427--430}
}

@ARTICLE{Stork92,
  author = {D.G. Stork and J. Allen},
  title = {How to solve the N-bit parity problem with two hidden units},
  journal = {Neural Networks},
  year = {1992},
  volume = {5},
  pages = {923--926}
}

@BOOK{Book:91:Stroustrup:C,
  title = {The C++ Programming Language},
  publisher = {Addison-Wesley},
  year = {1991},
  author = {B. Stroustrup},
  address = {Reading, MA},
  note = {2nd Ed.}
}

@ARTICLE{Sugeno,
  author = {M. Sugeno and G. T. Kang},
  title = {Structure identification of fuzzy model},
  journal = {Fuzzy Sets and Systems},
  year = {1988},
  volume = {28},
  pages = {13--33}
}

@INPROCEEDINGS{Sugiyama06,
  author = {M. Sugiyama},
  title = {Local Fisher discriminant analysis for supervised dimensionality
	reduction},
  booktitle = {ICML},
  year = {2006},
  editor = {W.W. Cohen and A. Moore},
  volume = {148},
  series = {ACM International Conference Proceeding Series},
  pages = {905-912},
  publisher = {ACM}
}

@ARTICLE{Sugiyama07,
  author = {M. Sugiyama},
  title = {Dimensionality reduction of multimodal labeled data by local Fisher
	discriminant analysis},
  journal = {Journal of Machine Learning Research},
  year = {2007},
  volume = {8},
  pages = {1027--1061}
}

@ARTICLE{Sutherland,
  author = {J. A. Sutherland},
  title = {Holographic model of Memory, Learning and Expression},
  journal = {International Journal of Neural Systems},
  year = {1990},
  volume = {1},
  pages = {256--267},
  number = {1}
}

@ELECTRONIC{Sutton10,
  author = {C. Sutton and A. McCullum},
  year = {2010},
  title = {An Introduction to Conditional Random Fields},
  howpublished = {arXiv:1011.4088v1},
  url = {http://arxiv.org/abs/1011.4088},
  owner = {Duch},
  timestamp = {2011.01.08}
}

@BOOK{Sutton98,
  title = {Reinforcement Learning: An Introduction},
  publisher = {MIT Press},
  year = {1998},
  author = {R.S. Sutton and A.G. Barto},
  address = {Cambridge, MA}
}

@ARTICLE{ROC88,
  author = {J.A. Swets},
  title = {Measuring the accuracy of diagnostic systems},
  journal = {Science},
  year = {1988},
  volume = {240},
  pages = {1285--1293}
}

@BOOK{Hastie01,
  title = {The Elements of Statistical Learning},
  publisher = Springer,
  year = {2001},
  author = {T. Hastie, R. Tibshirani and J. Friedman}
}

@BOOK{TadeusiewiczUsmiech,
  title = {W stron\k{e} u\'smiechni\k{e}tych maszyn},
  publisher = {Wydawnictwa ALFA},
  year = {1989},
  author = {Ryszard Tadeusiewicz},
  address = {Warszawa}
}

@BOOK{TadeusiewiczBio93,
  title = {Biometria},
  publisher = {Wydawnictwa AGH},
  year = {1993},
  author = {R. Tadeusiewicz and A. Izworski and J. Majewski},
  address = {Kraków}
}

@ARTICLE{Tang10,
  author = {Yongchuan Tang and Jonathan Lawry},
  title = {A prototype-based rule inference system incorporating linear functions},
  journal = {Fuzzy Sets and Systems},
  year = {2010},
  volume = {161},
  pages = {2831 - 2853},
  number = {21}
}

@ARTICLE{LDA:Tebbens07,
  author = {J.D. Tebbens and P. Schlesinger},
  title = {Improving Implementation of Linear Discriminant Analysis for the
	Small Sample Size Problem},
  journal = {Computational Statistics \& Data Analysis},
  year = {2007},
  volume = {52},
  pages = {423-437},
  url = {http://ideas.repec.org/a/eee/csdana/v52y2007i1p423-437.html}
}

@ARTICLE{Isomap,
  author = {J.B. Tenenbaum and V. de Silva and J. C. Langford.},
  title = {A global geometric framework for nonlinear dimensionality reduction.},
  journal = {Science},
  year = {2000},
  volume = {290},
  pages = {2319--2323},
  owner = {Duch},
  timestamp = {2009.11.23}
}

@BOOK{Thompson93,
  title = {The Brain. The Neuroscience Primer},
  publisher = {W.H. Freeman and Co},
  year = {1993},
  author = {R.F. Thompson},
  address = {New York}
}

@INPROCEEDINGS{Thrun96,
  author = {Sebastian Thrun},
  title = {Is Learning The $n$-th Thing Any Easier Than Learning The First?},
  booktitle = {Advances in Neural Information Processing Systems},
  year = {1996},
  editor = {David S. Touretzky and Michael C. Mozer and Michael E. Hasselmo},
  volume = {8},
  pages = {640--646},
  publisher = {The {MIT} Press}
}

@BOOK{Thurn05,
  title = {Probabilistic Robotics},
  publisher = {MIT Press},
  year = {2005},
  author = {S. Thrun and W. Burgard and D. Fox}
}

@TECHREPORT{Monks91,
  author = {S.B. Thurn and et al},
  title = {The MONK's problems: a performance comparison of different learning
	algorithms},
  institution = {Carnegie Mellon University},
  year = {1991},
  number = {CMU-CS-91-197}
}

@ARTICLE{RVM:Tipping01,
  author = {Michael E. Tipping},
  title = {{Sparse Bayesian Learning and the Relevance Vector Machine}},
  journal = {Journal of Machine Learning Research},
  year = {2001},
  volume = {1},
  pages = {211-244},
  owner = {Duch},
  timestamp = {2010.02.06}
}

@ARTICLE{Torgerson52,
  author = {W.S. Torgerson},
  title = {{Multidimensional scaling. I. Theory and method.}},
  journal = {Psychometrika},
  year = {1952},
  volume = {17},
  pages = {401--419}
}

@ARTICLE{Torkkola03,
  author = {K. Torkkola},
  title = {Feature Extraction by Non-Parametric Mutual Information Maximization},
  journal = {Journal of Machine Learning Research},
  year = {2003},
  volume = {3},
  pages = {1415--1438}
}

@ARTICLE{Torres02,
  author = {J.M. Torres-Moreno and J.C. Aguilar and M.B. Gordon},
  title = {The minimum number of errors in the N-parity and its solution with
	an incremental neural network},
  journal = {Neural Processing Letters},
  year = {2002},
  volume = {16},
  pages = {201--210},
  number = {3}
}

@ARTICLE{Tsallis98,
  author = {C. Tsallis and R.S. Mendes and A.R. Plastino},
  title = {The Role of Constraints Within Generalized Nonextensive Statistics},
  journal = {Physica},
  year = {1998},
  volume = {261A},
  pages = {534--554}
}

@ARTICLE{CVM:Tsang06,
  author = {Ivor W. Tsang and James T. Kwok and Pak-Ming Cheung.},
  title = {Core vector machines: Fast SVM training on very large data sets.},
  journal = {Journal of Machine Learning Research},
  year = {2005},
  volume = {6},
  pages = {363-392},
  owner = {Duch},
  timestamp = {2010.02.06}
}

@ARTICLE{KernelsTsuda04,
  author = {K. Tsuda and W.S. Noble},
  title = {Learning kernels from biological networks by maximizing entropy},
  journal = {Bioinformatics},
  year = {2004},
  volume = {20},
  pages = {i326--i333}
}

@ARTICLE{tulving1972eas,
  author = {E. Tulving},
  title = {Episodic and semantic memory},
  journal = {Organization of memory},
  year = {1972},
  pages = {381--403}
}

@ARTICLE{Turing50,
  author = {A. Turing},
  title = {Computing Machinery and Intelligence},
  journal = {Mind},
  year = {1950},
  volume = {49},
  pages = {433--460}
}

@INPROCEEDINGS{Fayyad93,
  author = {Fayyad U.M. and Irani K.B.},
  title = {Multi-interval discretization of continous-valued attributes for
	classification learning.},
  booktitle = {Proceedings of the Thirteenth International Joint Conference on Artificial
	Intelligence},
  year = {1993},
  pages = {1022-1027},
  owner = {Duch},
  timestamp = {2009.06.30}
}

@ARTICLE{Unnikrishnan94,
  author = {K.P. Unnikrishnan and K.P. Venugopal},
  title = {Alopex: a correlation-based learning algorithm for feeedforward and
	recurrent neural networks},
  journal = {Neural Computation},
  year = {1994},
  volume = {6},
  pages = {469--490}
}

@INCOLLECTION{VapnikCam,
  author = {V. Vapnik},
  title = {The support vector method of function estimation},
  booktitle = {Neural Networks and Machine Learning},
  publisher = Springer,
  year = {1998},
  editor = {C. M. Bishop},
  pages = {239--268}
}

@BOOK{Vapnik95,
  title = {The Nature of Statistical Learning Theory},
  publisher = Springer,
  year = {1995},
  author = {V. Vapnik},
  address = {New York}
}

@ARTICLE{KernelsVert02,
  author = {J.-P. Vert},
  title = {A tree kernel to analyze phylogenetic profiles},
  journal = {Bioinformatics},
  year = {2002},
  volume = {18},
  pages = {S276-S284}
}

@ARTICLE{Vilalta02aperspective,
  author = {Ricardo Vilalta and Youssef Drissi},
  title = {A Perspective View And Survey Of Meta-Learning},
  journal = {Artificial Intelligence Review},
  year = {2002},
  volume = {18},
  pages = {77--95}
}

@ARTICLE{VilaltaGBS04,
  author = {Ricardo Vilalta and Christophe G. Giraud-Carrier and Pavel Brazdil
	and Carlos Soares},
  title = {Using Meta-Learning to Support Data Mining},
  journal = {International Journal of Computer Science and Applications},
  year = {2004},
  volume = {1},
  pages = {31--45},
  number = {1},
  bibdate = {2007-10-30},
  bibsource = {DBLP, http://dblp.uni-trier.de/db/journals/ijcsa/ijcsa1.html#VilaltaGBS04},
  url = {http://www.tmrfindia.org/ijcsa/V1I13.pdf}
}

@BOOK{Vit91,
  title = {An Introduction to Kolmogorov Complexity and Its Applications},
  publisher = {Addison-Wesley},
  year = {1991},
  author = {P. Vit\'anyi},
  address = {Reading, Mass}
}

@INCOLLECTION{Walker92,
  author = {S.F. Walker},
  title = {A brief history of connectionism and its psychological implications},
  booktitle = {Connectionism in Context},
  publisher = {Springer-Verlag},
  year = {1992},
  editor = {A. Clark and R. Lutz},
  pages = {123--144},
  address = {Berlin}
}

@BOOK{AIML,
  title = {The Elements of AIML Style},
  publisher = {ALICE A.I. Foundation, see www.alicebot.org},
  year = {2003},
  author = {R. Wallace}
}

@ARTICLE{Wang00,
  author = {D.L. Wang},
  title = {On connectedness: a solution based on oscillatory correlation},
  journal = {Neural Computation},
  year = {2000},
  volume = {12},
  pages = {131--139}
}

@BOOK{Webb02,
  title = {Statistical Pattern Recognition},
  publisher = {J. Wiley \& Sons},
  year = {2002},
  author = {A.R. Webb}
}

@INPROCEEDINGS{Weigend91,
  author = {A. S. Weigend and D. E. Rumelhart and B. A. Huberman},
  title = {Generalization by weight elimination with application to forecasting},
  booktitle = NIPS # {3},
  year = {1991},
  editor = {R. P. Lipmann and J. E. Moody and D. S. Touretzky},
  pages = {875--882},
  address = {San Mateo, CA},
  publisher = {Morgan Kaufmann}
}

@INPROCEEDINGS{Wei90a,
  author = {A. S. Weigend and D. E. Rumelhart and B. A. Huberman},
  title = {Back--propagation, weight elimination and time series prediction},
  booktitle = {Proceedings of the 1990 Connectionist Models Summer School},
  year = {1990},
  pages = {65--80},
  address = {Los Altos/Palo Alto/San Francisco},
  publisher = {Morgan Kaufmann}
}

@INPROCEEDINGS{Weigend95,
  author = {A. S. Weigned and H. Zimmermann and Ralph Neuneier},
  title = {Clearing},
  booktitle = {Proceedings of NNCM, Neural Networks in Financial Engineering},
  year = {1995},
  editor = {P. Refenes and Y. Abu-Mostafa and J. Moody and A. Weigend},
  address = {Singapore},
  publisher = {World Scientific}
}

@ARTICLE{Weiss95,
  author = {S. Weiss and N. Indurkhya},
  title = {Rule-based Machine Learning Methods for Functional Prediction},
  journal = {Journal Of Artificial Intelligence Research},
  year = {1995},
  volume = {3},
  pages = {383--403}
}

@INCOLLECTION{Weiss90,
  author = {S.M. Weiss and I. Kapouleas},
  title = {An empirical comparison of pattern recognition, neural nets and machine
	learning classification methods},
  booktitle = {Readings in Machine Learning},
  publisher = {Morgan Kauffman},
  year = {1990},
  editor = {J.W. Shavlik and T.G. Dietterich}
}

@INPROCEEDINGS{WejchertT89,
  author = {J. Wejchert and G. Tesauro},
  title = {Neural Network Visualization},
  booktitle = {NIPS},
  year = {1989},
  pages = {465-472},
  ee = {http://nips.djvuzone.org/djvu/nips02/0465.djvu}
}

@ARTICLE{Wendelken04,
  author = {C. Wendelken and L. Shastri},
  title = {Multiple instantiation and rule mediation in SHRUTI},
  journal = {Connection Science},
  year = {2004},
  volume = {16},
  pages = {211--217}
}

@BOOK{Wermter00,
  title = {Hybrid Neural Systems},
  publisher = {Springer},
  year = {2000},
  author = {S. Wermter and R. Sun}
}

@INPROCEEDINGS{Wettschereck92,
  author = {D. Wettschereck and T. Dietterich},
  title = {Improving the performance of radial basis function networks by learning
	center locations},
  booktitle = NIPS # {4},
  year = {1992},
  editor = {J. E. Moody and S. J. Hanson and R. P. Lipmann},
  pages = {1133--1140},
  address = {San Mateo, CA},
  publisher = {Morgan Kaufman}
}

@INPROCEEDINGS{Wilamowski03,
  author = {B. Wilamowski and D. Hunter},
  title = {Solving Parity-n Problems with Feedforward Neural Network},
  booktitle = {Proc. of the Int. Joint Conf. on Neural Networks (IJCNN'03)},
  year = {2003},
  volume = {I},
  pages = {2546--2551},
  address = {Portland, Oregon},
  publisher = {IEEE Computer Society Press, Los Alamitos, CA}
}

@ARTICLE{Wilcoxon45,
  author = {Frank Wilcoxon},
  title = {Individual Comparisons by Ranking Methods},
  journal = {Biometrics},
  year = {1945},
  volume = {1},
  pages = {80-83},
  owner = {Duch},
  timestamp = {2009.06.07}
}

@ARTICLE{wilson72,
  author = {D.L. Wilson},
  title = {Asymptotic properties of nearest neighbor rules using edited data},
  journal = {IEEE Trans. Systems, Man and Cybernetics},
  year = {1972},
  volume = {2},
  pages = {408--421},
  bibsource = {http://www.visionbib.com/bibliography/pattern603.html#TT51223}
}

@ARTICLE{WilsonM00,
  author = {D.R. Wilson and T.R. Martinez},
  title = {Reduction Techniques for Instance-Based Learning Algorithms},
  journal = {Machine Learning},
  year = {2000},
  volume = {38},
  pages = {257--286},
  number = {3},
  bibdate = {2002-01-03},
  bibsource = {DBLP, http://dblp.uni-trier.de/db/journals/ml/ml38.html#WilsonM00}
}

@ARTICLE{WilsonMartinez97,
  author = {D. R. Wilson and T. R. Martinez},
  title = {Improved Heterogeneous Distance Functions},
  journal = {Journal of Artificial Intelligence Research},
  year = {1997},
  volume = {6},
  pages = {1--34}
}

@INPROCEEDINGS{WilsonMartinez96,
  author = {D. R. Wilson and T. R. Martinez},
  title = {Value Difference Metrics for Continuously Valued Attributes},
  booktitle = {Proceedings of the International Conference on Artificial Intelligence,
	Expert Systems and Neural Networks},
  year = {1996},
  pages = {11--14}
}

@INPROCEEDINGS{WilsonMartinez96RBF,
  author = {D. R. Wilson and T. R. Martinez},
  title = {Heterogeneous Radial Basis Function Networks},
  booktitle = {Proceedings of the International Conference on Neural Networks},
  year = {1996},
  volume = {2},
  pages = {1263--1276},
  month = {Jun}
}

@BOOK{Winston92,
  title = {Artificial Intelligence},
  publisher = {Addison-Wesley},
  year = {1992},
  author = {P.H. Winston},
  address = {Reading, MA},
  edition = {Third}
}

@BOOK{Weka05,
  title = {Data Mining: Practical machine learning tools and techniques},
  publisher = {Morgan Kaufmann},
  year = {2nd Ed, 2005},
  author = {I.H. Witten and E. Frank}
}

@INPROCEEDINGS{Wolberg90,
  author = {William H. Wolberg and O.L. Mangasarian},
  title = {Multisurface method of pattern separation for medical diagnosis applied
	to breast cytology},
  booktitle = {Proceedings of the National Academy of Sciences},
  year = {1990},
  volume = {87},
  pages = {9193--9196},
  address = {U.S.A.}
}

@BOOK{Wolff06,
  title = {Unifying Computing and Cognition. The SP Theory and its Applications},
  publisher = {CognitionResearch.org.uk (Ebook edition)},
  year = {2006},
  author = {J.G. Wolff},
  note = {http://www.cognitionresearch.org.uk}
}

@ARTICLE{Wolff03,
  author = {J.G. Wolff},
  title = {Information Compression by Multiple Alignment, Unification and Search
	as a Unifying Principle in Computing and Cognition},
  journal = {Artificial Intelligence Review},
  year = {2003},
  volume = {19},
  pages = {193--230}
}

@ARTICLE{Wolpert92,
  author = {D. Wolpert},
  title = {Stacked generalization},
  journal = {Neural Networks},
  year = {1992},
  volume = {5},
  pages = {241--259}
}

@MISC{Wordnet,
  author = {See Wordnet},
  title = {wordnet.princeton.edu}
}

@INPROCEEDINGS{Yamakawa96,
  author = {T. Yamakawa and M. Shimono and T. Miki},
  title = {Design criteria for robust associative memory employing non-equilibrium
	network.},
  booktitle = {Proceedings of the 4th International Conference on Soft Computing
	(IIZUKA'96)},
  year = {1996},
  pages = {688--691},
  address = {Iizuka}
}

@ARTICLE{YanaiAmari98,
  author = {H. F. Yanai and S. Amari},
  title = {Auto-associative memory with two-stage dynamics of non-monotonic
	neurons},
  journal = {IEEE Transactions on Neural Networks},
  year = {1998}
}

@INPROCEEDINGS{YanaiAmari93,
  author = {H. F. Yanai and S. Amari},
  title = {A theory of neural net with non-monotone neurons},
  booktitle = {Proceedings of IEEE International Conference on Neural Networks},
  year = {1993},
  pages = {1385--1390}
}

@ARTICLE{YanaiSawada90,
  author = {H. F. Yanai and Y. Sawada},
  title = {Integrator neurons for analogue neural networks},
  journal = {IEEE Transactions on Circuits and Systems},
  year = {1990},
  volume = {37},
  pages = {854--856}
}

@ARTICLE{YanaiSawada90b,
  author = {H. F. Yanai and Y. Sawada},
  title = {Associative memory network composed of neurons with histeretic property},
  journal = {Neural Networks},
  year = {1990},
  volume = {3},
  pages = {223--228}
}

@ARTICLE{Yao97,
  author = {X. Yao and Y. Liu},
  title = {A New Evolutionary System for Evolving Artificial Neural Networks},
  journal = {IEEE Transactions on Neural Networks},
  year = {1997},
  volume = {8},
  pages = {694--713}
}

@ARTICLE{m-ran,
  author = {Lu Yingwei and N. Sundararajan and P. Saratchandran},
  title = {A Sequential Learning Scheme for Function Approximation Using Minimal
	Radial Basis Function Neural Networks},
  journal = {Neural Computations},
  year = {1997},
  volume = {9},
  pages = {461--478}
}

@ARTICLE{Yoshizawa93,
  author = {S. Yoshizawa and M. Morita and S. Amari},
  title = {Capacity of associative memory using a nonmonotonic neuron model},
  journal = {Neural Networks},
  year = {1993},
  volume = {6},
  pages = {167--176}
}

@ARTICLE{YoungD96,
  author = {Steven Young and Tom Downs},
  title = {Improvements and Extensions to the Constructive Algorithm CARVE},
  journal = {Lecture Notes in Computer Science},
  year = {1996},
  volume = {1112},
  pages = {513--518},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@ARTICLE{YuLiu04,
  author = {L. Yu and H. Liu},
  title = {Efficient Feature Selection via Analysis of Relevance and Redundancy},
  journal = { Journal of Machine Learning Research},
  year = {2004},
  pages = {1205-1224},
  number = {4}
}

@ARTICLE{ZadehCWP01,
  author = {L.A. Zadeh},
  title = {A New Direction in AI: Toward a Computational Theory of Perceptions.},
  journal = {AI Magazine},
  year = {2001},
  volume = {22(1)},
  pages = {73-84},
  owner = {Duch},
  timestamp = {2009.03.20}
}

@ARTICLE{zhou2004,
  author = {X. Zhou and X. Wang and E.R. Dougherty},
  title = {Nonlinear Probit Gene Classification Using Mutual Information and
	Wavelet-Based Feature Selection},
  journal = {Biological Systems},
  year = {2004},
  volume = {12},
  pages = {371-386},
  number = {3}
}

@ARTICLE{zhou2005,
  author = {Xiaobo Zhou and Xiaodong Wang and Edward R. Dougherty},
  title = {Gene Selection Using Logistic Regressions Based On AIC, BIC And MDL
	Criteria},
  journal = {New Mathematics and Natural Computation},
  year = {2005},
  volume = {1},
  pages = {129-145},
  number = {1}
}

@ARTICLE{Zollner92,
  author = {R. Zollner and H. J. Schmitz and F. W\"{u}nsch and U. Krey},
  title = {Fast generating algorithm for a general three-layer perceptron},
  journal = {Neural Networks},
  year = {1992},
  volume = {5},
  pages = {771--777},
  number = {5}
}

@ARTICLE{Zuyev89,
  author = {Y.A. Zuyev},
  title = {Asymptotics of the logarithm of the number of threshold functions
	of the algebra of logic},
  journal = {Soviet Mathematics Doklady},
  year = {1989},
  volume = {39},
  pages = {512--513},
  number = {3}
}

@BOOK{Multistrategy93,
  title = {Multistrategy Learning},
  publisher = {Kluwer Academic Publishers},
  year = {1993},
  editor = {R.S. Michalski (ed)}
}

@BOOK{Diederich08,
  title = {Rule Extraction from Support Vector Machines},
  publisher = {Springer},
  year = {2008},
  editor = {J. Diederich},
  volume = {80},
  series = {Springer Studies in Computational Intelligence}
}

@BOOK{Fogel66,
  title = {Artificial Intelligence through Simulated Evolution.},
  publisher = {Wiley \& Sons},
  year = {1966},
  editor = {L.J. Fogel and A.J. Owens and M.J. Walsh},
  booktitle = {Artificial Intelligence through Simulated Evolution}
}

@BOOK{Gazzaniga95,
  title = {The Cognitive Neurosciences},
  publisher = {Cambridge, MIT Press},
  year = {1995},
  editor = {M.S. Gazzaniga},
  owner = {Duch},
  timestamp = {2009.03.20}
}

@BOOK{hao98applied,
  title = {Applied Symbolic Dynamics and Chaos},
  publisher = {World Scientific},
  year = {1998},
  editor = {{Bai-lin} Hao and {Wei-Mou} Zheng}
}

@BOOK{Honavar94,
  title = {Artificial Intelligence and Neural Networks: Steps Toward Principled
	Integration},
  publisher = {Academic Press},
  year = {1994},
  editor = {V. Honavar and L. Uhr},
  address = {Boston}
}

@BOOK{handstat67,
  title = {Handbook of Methods of Applied Statistics, Vol. I.},
  publisher = {J. Wiley \& Sons},
  year = {1967},
  editor = {Chakravarti I.M. and Roy J. and Laha R.G.},
  owner = {Duch},
  timestamp = {2009.06.30}
}

@BOOK{MaassBishop99,
  title = {Pulsed Neural Networks},
  publisher = {MIT Press},
  year = {1998},
  editor = {W. Maass and C.~M.~Bishop, Eds.},
  address = {Cambridge, MA}
}

@BOOK{Rabunal05,
  title = {Artificial Neural Networks in Real-life Applications},
  publisher = {Idea Group Pub},
  year = {2005},
  editor = {J.R. Rabunal and J. Dorado}
}

@BOOK{PDP86,
  title = {Parallel Distributed Processing, Vol. 1: Foundations},
  publisher = {MIT Press},
  year = {1986},
  editor = {D.E. Rumelhart and J.L. McClelland (eds)},
  address = {Cambridge, MA}
}

@PROCEEDINGS{ICAISC08,
  title = {Proceedings of 9th International Conference on Artificial Intelligence
	and Soft Computing (ICAISC 2008), Zakopane, Poland, June 22-26, 2008},
  year = {2008},
  editor = {Leszek Rutkowski and Ryszard Tadeusiewicz and Lotfi A. Zadeh and
	Jacek M. Zurada},
  volume = {5097},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {ICAISC},
  isbn = {978-3-540-69572-1}
}

@BOOK{Sowa91,
  title = {Principles of Semantic Networks: Explorations in the Representation
	of Knowledge},
  publisher = {Morgan Kaufmann Publishers, San Mateo, CA},
  year = {1991},
  editor = {J.F. Sowa}
}

@BOOK{Biocyb00,
  title = {Biocybernetyka 2000, Tom 6: Sieci neuronowe},
  publisher = {Akademicka Oficyna Wydawnicza EXIT},
  year = {2000},
  editor = {W. Duch, J. Korbicz, L. Rutkowski, R. Tadeusiewicz},
  owner = {Duch},
  timestamp = {2009.07.07}
}

@BOOK{ZadehCWW,
  title = {Computing with Words in Information/intelligent Systems: Foundations},
  publisher = {Springer},
  year = {1999},
  editor = {L.A. Zadeh and J. Kacprzyk},
  owner = {Duch},
  timestamp = {2009.03.20}
}

@MANUAL{snns,
  title = {Stuttgart Neural Networks Simulator},
  organization = {Institute of Parallel and Distributed High-Performance Systems (IPVR)},
  note = {http://\-www.\-informatik.\-uni-stuttgart.\-de/ipvr\-/bv\-/projekte/snns/snns.html}
}

@PROCEEDINGS{DBLP:conf/cidm/2007,
  title = {Proceedings of the IEEE Symposium on Computational Intelligence and
	Data Mining, CIDM 2007, part of the IEEE Symposium Series on Computational
	Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April 2007},
  year = {2007},
  publisher = {IEEE},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  booktitle = {CIDM}
}

@MANUAL{matlabRG,
  title = {MATLAB, Reference Guide},
  organization = {The MathWorks, Inc.},
  year = {1994}
}