|
| |
On-line publications of the Computational Intelligence Laboratory
- Most papers are in PDF format (you need Acrobat Reader or ghostview)
A few papers are in the postscript format compressed using "gzip".
Please use gunzip, WinZip or other such programms for decompression.
Neural networks: models, architectures, learning.
Duch W, Swaminathan K, Meller J,
Computational Intelligence Approaches to Rational Drug Design and Discovery.
Current Pharmaceutical Design, Vol. 13(14), 1497-1508, 2007.
Grochowski M, Duch W,
Learning highly non-separable Boolean functions using Constructive Feedforward Neural Network,
Springer Lecture Notes in Computer Science, Vol. 4668, 180-189, 2007.
Itert L, Duch W, Pestian J,
Influence of a priori Knowledge on Medical Document Categorization,
IEEE Symposium on Computational Intelligence in Data Mining, IEEE Press, April 2007, pp. 163-170.
Duch W, Jankowski N (2000)
Transfer functions: hidden possibilities for better neural networks.
9th European Symposium on Artificial Neural Networks (ESANN), Brugge 2001. De-facto publications, pp. 81-94
(PDF, 487 KB)
Duch W, Adamczak R, Diercksen GHF (2000)
Constructive density estimation network based on several different separable transfer functions..
9th European Symposium on Artificial Neural Networks (ESANN), Brugge 2001. De-facto publications, pp. 107-112
(PDF, 36 KB)
Jankowski N, Duch W,
Optimal transfer function neural networks.
9th European Symposium on Artificial Neural Networks (ESANN), Brugge 2001. De-facto publications, pp. 101-106 (PDF, 1.0 MB)
Włodzisław Duch, Rafał Adamczak, Yoichi Hayashi
Eliminators and classifiers
ICONIP-2000, 7th International Conference on Neural Information Processing, Nov. 2000, Dae-jong, Korea, ed. by Soo-Young Lee, pp. 1029 - 1034 (PDF, 50 KB)
Włodzisław Duch, Norbert Jankowski
Taxonomy of neural transfer functions
(in PDF)
International Joint Conference on Neural Networks IJCNN 2000, Vol. III, pp. 477-484 (PDF, 58 KB)
Rafał Adamczak, Włodzisław Duch
Neural networks for
structure-activity relationship problems. (in PDF)
Fifth Conference on Neural Networks and Soft Computing, Zakopane, June 2000, pp. 669-674 (PDF, 54 KB)
Norbert Jankowski,
In: Machine Learning and Applications. Workshop on Machine Learning in Medical Applications, pages
53-58, Greece, July 1999.
Approximation and classification in
medicine with IncNet neural networks
Norbert Jankowski,
Technical report, Computational Intelligence Lab, DCM NCU, Toruń, Poland, 1999.
Flexible transfer functions with ontogenic
neural networks
Norbert Jankowski,
In: 4-th Conference on Neural Networks and Their Applications, pages 77-82, Zakopane, Poland, May 1999.
Approximation with RBF-type neural
networks using flexible local and semi-local transfer functions.
Włodzisław Duch, Rafal Adamczak and Geerd H.F. Diercksen,
Neural Processing Letters 10: 201-210, 1999
Neural Networks in non-Euclidean spaces.
Włodzisław Duch, Norbert Jankowski,
Neural Computing Surveys 2 (1999) 163-213
Survey of neural transfer functions.
Włodzisław Duch, Jerzy Korczak,
Neural Computing Surveys (submitted, Nov. 98)
Optimization and global
minimization methods suitable for neural networks.
Włodzisław Duch, Rafal Adamczak and Geerd H.F. Diercksen,
International Conference on Computational Intelligence for Modelling Control and Automation, 17-19 February 1999,
Vienna, Austria
Distance-based multilayer perceptrons.
Włodzisław Duch, Rafal Adamczak,
International Conference on Neural Information Processing, ICONIP'98, Kitakyushu, Japan, Oct. 1998, Vol. 2, pp.
629-642
Statistical methods for construction of
neural networks.
Norbert Jankowski and Visakan Kadirkamanathan,
7th International Conference on Artificial Neural Networks, Lausanne, Switzerland, October 1997, pp. 385-390
Statistical
Control of RBF-like Networks for Classification |
Abstract
Norbert Jankowski and Visakan Kadirkamanathan,
Third Conference on Neural Networks and Their Applications, Kule, October 1997, pp. 663-670
Statistical
Control of Growing and Pruning in RBF-like Neural Networks (PDF) |
Abstract
Włodzisław Duch,
Third Conference on Neural Networks and Their Applications, Kule, October 1997, pp. 189-194
Scaling properties of neural classifiers |
Abstract
Włodzisław Duch, Rafal Adamczak and Norbert Jankowski,
Third Conference on Neural Networks and Their Applications, Kule, October 1997, pp. 105-110
Initialization
and optimization of multilayered perceptrons |
Abstract
Włodzisław Duch, Rafal Adamczak and Norbert Jankowski,
Third Conference on Neural Networks and Their Applications, Kule, October 1997, pp. 99-104
Initialization
of adaptive parameters in density networks |
Abstract
Rafal Adamczak, Włodzisław Duch and Norbert Jankowski,
Third Conference on Neural Networks and Their Applications, Kule, October 1997, pp. 65-70
New developments
in the Feature Space Mapping model |
Abstract
Włodzisław Duch and Norbert Jankowski,
Applied Mathematics and Computer Science 7 (1997) 639-658
New neural transfer
functions (PDF) |
Abstract
Włodzisław Duch and Rafal Adamczak (1996)
Feature Space
Mapping network for classification |
Abstract
Włodzisław Duch and Norbert Jankowski (1996)
Bi-radial
Transfer Functions |
Abstract
Włodzisław Duch, Norbert Jankowski, Antoine Naud, Rafal Adamczak (1995)
Feature Space
Mapping: a neurofuzzy network for system identification |
Abstract
Włodzisław Duch and Geerd Diercksen (1995)
Feature Space
Mapping as a Universal Adaptive System |
Abstract
Włodzisław Duch (1994)
Floating Gaussian
Mapping: a New Model of Adaptive Systems |
Abstract
Włodzisław Duch (1994)
Neural Networks
as Tools to Solve Problems in Physics and Chemistry |
Abstract
Logical rules.
Duch W, Grabczewski K, Adamczak R, Grudzinski K, Hippe Z.S,
KOSYR, Wrocław 2001, pp. 59-68
Rules for melanoma skin cancer diagnosis (30 KB)
Duch W, Adamczak R, Grąbczewski K (2000)
A new methodology of extraction,
optimization and application of crisp and fuzzy logical rules.
Final version was published in IEEE Transactions on Neural Networks 12 (2001) 277-306 (PDF, 282 KB)
Duch W, Adamczak R, Grąbczewski K, Jankowski N (2000)
Control and Cybernetics 29 (4) (2000) 997-1018
Neural methods of knowledge extraction
Włodzisław Duch and Yoichi Hayashi,
International Symposium on Computational Intelligence 2000, Kosice - Slovakia, Eds. P. Sincak, J. Vascak, Springer studies in fuzziness and soft computing, Vol. 54, pp. 256-270
Computational intelligence methods
and data understanding.
Włodzisław Duch, Norbert Jankowski, Rafal Adamczak and Krzysztof Grabczewski,
Intelligent Information Systems IIS'2000, Physica Verlag (Springer), pp. 1-13
Optimization and Interpretation of Rule-
Based Classifiers.
Krzysztof Grąbczewski, Włodzisław Duch
The separability of split value criterion.
(in PDF)
5th Conference on Neural Networks and Soft Computing, Zakopane, June 2000, pp. 201-208
Włodzisław Duch, Rafał Adamczak and Krzysztof Grąbczewski,
International Conference on Neural Information Processing (ICONIP'99),
Perth, Australia, Nov. 1999, Vol. II, pp. 616-621.
Neural optimization of linguistic variables
and membership functions
Włodzisław Duch, Rafał Adamczak and Krzysztof Grąbczewski,
1999 International Joint Conference on Neural Networks, Washington, July 1999, paper no. 741
Optimization of Logical Rules Derived by
Neural Procedures
Włodzisław Duch, Rafał Adamczak and Krzysztof Grąbczewski,
5th Conference on Engineering Applications of Neural Networks, Warsaw, Poland, 13-15.09.1999, pp. 45-50
Neural methods for analysis of
psychometric data
Włodzisław Duch, Rafal Adamczak and Krzysztof Grabczewski,
Intelligent Information Systems VIII, Ustroń, Poland, 14-18.06.1998, pp. 22-31
Methodology of extraction, optimization
and application of logical rules.
Włodzisław Duch, Rafał Adamczak, Krzysztof Grąbczewski and Grzegorz Żal,
Int. Journal of Advanced Computational Intelligence 3 (1999) 348-356
Hybrid neural-global minimization method
of logical rule extraction
Włodzisław Duch, Rafal Adamczak, Krzysztof Grabczewski and Grzegorz Zal,
Colloquia on Artificial Inteligence, Lodz, Poland 28-30.09.1998, pp. 61-82
A hybrid method for extraction of logical
rules from data
Włodzisław Duch, Rafal Adamczak and Krzysztof Grabczewski (KMK UMK), Masumi Ishikawa and Hiroki Ueda
(KIT),
Proc. of the European Symposium on Artificial Neural Networks (ESANN'97), Bruge 16-18.4.1997, pp. 109-114
Extraction of crisp logical rules using
constrained backpropagation networks |
Abstract
Włodzisław Duch, Rafal Adamczak and Krzysztof Grabczewski,
International Conference on Artificial Neural Networks (ICNN'97), Houston, 9-12.6.1997, pp. 2384-2389
Extraction of
crisp logical rules using constrained backpropagation networks |
Abstract
Włodzisław Duch, Rafal Adamczak and Krzysztof Grabczewski,
First Polish Conference on Theory and Applications of Artificial Intelligence, Łódź, 19-21.12.1996, pp. 163-170
Constrained
backpropagation for feature selection and extraction of logical rules |
Abstract
Włodzisław Duch, Rafal Adamczak and Krzysztof Grabczewski (1996)
Extraction
of logical rules from training data using backpropagation networks |
Abstract
Machine learning and similarity-based methods.
Pestian J, Brew C, Matykiewicz P, Hovermale D.J, Johnson N, Cohen K.B, Duch W,
A shared task involving multi-label classification of clinical free text.
BioNLP 2007: Biological, translational, and clinical language processing, pp. 97–104, ACL 2007.
Data for the Challenge is at the
CMS site.
Duch W, Grudziński K,
INNS-IEEE International Joint Conference on Neural Networks (IJCNN 2001), Washington D.C. 14-19.07.2001, pp. xxx-yyy
Prototype based rules - new way to understand the data. (PDF, 70 KB)
Duch W, Grudziński K,
Inteligent Information Systems (IIS) 2001, Zakopane, 18-22.06.2001, pp. xxx-yyy
Ensembles of Similarity-Based Models. (PDF, 48KB)
Duch W,
Control and Cybernetics 29 (4) (2000) 937-968
Similarity based methods: a general
framework for classification, approximation and association
Duch W, Adamczak R and Diercksen G.H.F. (2000)
Applied Mathematics and Computer Science 10:4 (2000) 101-120
Classification, Association and Pattern
Completion using Neural Similarity Based Methods.
Karol Grudziński, Włodzisław Duch,
Intelligent Information Systems IIS'2000, Physica Verlag (Springer), pp. 99-108
SBL-PM: A Simple Algorithm for
Selection of Reference Instances for Similarity Based Methods.
Włodzisław Duch, Karol Grudziński, Grzegorz Stawski,
5th Conference on Neural Networks and Soft Computing, Zakopane, June 2000, pp. 180-185
Symbolic features in neural networks.
(in PDF)
Włodzisław Duch, Karol Grudziński,
1999 International Joint Conference on Neural Networks, Washington, July 1999, paper no. 742
Search and global minimization in
similarity-based methods (PDF format)
Włodzisław Duch, Karol Grudziński,
4th Conference on Neural Networks and Their Applications, Zakopane, May 1999, pp. 191-196
The weighted k-NN method with
selection of features and its neural realization
Włodzisław Duch, Karol Grudziński,
Intelligent Information Systems VIII, Ustroń, Poland, 14-18.06.1998, pp. 32-36
Weighting and selection of features.
Włodzisław Duch,
Second Polish Conference on Theory and Applications of Artificial Intelligence, Łódź, 28-30 Sept. 1998, pp. 33-60
A framework for similarity-based
methods
Włodzisław Duch,
Intelligent Information Systems VII, Malbork, Poland, 15-19.06.1998, pp. 288-291
A framework for similarity-based
classification methods
Włodzisław Duch,
Third Conference on Neural Networks and Their Applications, Kule, Poland, October 1997, pp. 183-188
Neural minimal
distance methods |
Abstract
Włodzisław Duch, Rafal Adamczak and Norbert Jankowski (1996)
Improved
Memory-Based Classification |
Abstract
Cognitive subjects: mind, consciousness etc.
Duch W, Oentaryo R.J, Pasquier M,
Cognitive architectures: where do we go from here?
Artificial General Intelligence (AGI 2008), Memphis, March 1-3, 2008
Duch W,
Intuition, Insight, Imagination and Creativity.
IEEE Computational Intelligence Magazine 2(3), August 2007, pp. 40-52
Szymanski J, Duch W,
Semantic Memory Knowledge Acquisition Through Active Dialogues.
Proc. of the 20th Int. Joint Conference on Neural Networks (IJCNN), Orlando, IEEE Press,
August 2007, pp. 536-541
Szymanski J, Duch W,
Semantic Memory Architecture for Knowledge Acquisition and Management.
The Sixth International Conference on Information and Management Sciences (IMS2007), July 1-6, 2007, California Polytechnic State University, CA, pp. 342-348
Duch W,
Computational Models of Dementia and Neurological Problems.
Chapter 17 of a book: Neuroinformatics, C.J. Crasto (Ed), "Methods in Molecular Biology" series (J. Walker, series ed.), Humana Press, Totowa, NJ, pp. 307-336, 2007
Duch W,
Creativity and the Brain.
A Handbook of Creativity for Teachers. Ed. Ai-Girl Tan, Singapore: World Scientific Publishing 2007, pp. 507-530.
Duch W, Pilichowski M,
Experiments with computational creativity.
Neural Information Processing – Letters and Reviews, Vol. 11, No. 4-6,
April/June 2007, pp. 123-133
Duch W (2001)
V Congress of the Societas Humboldtiana Polonorum, Wrocław, June 2001
Future of the information society and information technology.
Duch W (2000)
J. Medical Informatics and Technologies 5 (2000) 27-34
Therapeutic applications of computer models of brain activity for Alzheimer disease.
Włodzisław Duch,
Submitted to Journal of Consciousness Studies (January 1999)
Conscious mind as a limit of brain-like
computing.
Włodzisław Duch,
American Neopragmatism: Honoring Philosophy of Hilary Putnam, Toruń
8-12.08. 1998
What constitutes a good theory of mind?
Włodzisław Duch,
International Conference on Neural Networks and Brain, October 27-30,1998, Beijing, China (1998)
Neural
implementation of psychological spaces
Włodzisław Duch,
In: Brain-like computing and intelligent information systems,
ed. S-i. Amari, N. Kasabov (Springer, Singapore 1998), chap. 20, pp. 491-512
Platonic model of mind as an approximation
to neurodynamics |
Abstract and long version!
Duch W, Bekkering H, Neggers B (1997)
Sensorimotor integration,
CIL-KMK/MPPF-4/97, Technical Report
Włodzisław Duch (1996)
Towards
Artifical Minds |
Abstract
Włodzisław Duch (1996)
Computational
physics of the mind |
Abstract
Włodzisław Duch,
Sympozjum Kognitywne '96: Consciousness and Perception, Poznan, Dec. 6-7, 1996
From brain to
mind to consciousness - without hard problems
Włodzisław Duch (1996)
Towards a
plausible theory of mind, transparencies for a talk
Włodzisław Duch (1995)
Psychophysics |
Abstract
Włodzisław Duch (1995)
Physics of
Consciousness |
Abstract
Włodzisław Duch (1995)
From Cognitive
Models To Neurofuzzy Systems
Włodzisław Duch (1995)
Transparent
theory of consciousness: is there a problem? Commentary on the paper "The
contents of consciousness: a neuropsychological conjecture" by J.A. Gray, in: Brain
and Behavioral Sciences.
Another comment
Włodzisław Duch (1995)
From cognitive
models to neurofuzzy systems - the mind space approach |
Abstract
Włodzisław Duch (1994)
Synchronicity
and the Unified View of Mind and Matter |
Abstract
Włodzisław Duch (1994)
A Solution to Fundamental Problems of Cognitive Sciences
Włodzisław Duch (1994)
On simplifying
brain functions |
Abstract
Self-organization and visualization of multidimensional data.
Antoine Naud and Włodzisław Duch,
5th Conference on Neural Networks and Soft Computing, Zakopane, June 2000, pp. 255-260
Interactive data exploration using MDS
mapping (in PDF)
Włodzisław Duch and Antoine Naud (1996)
Simplexes,
Multi-Dimensional Scaling and Self-Organized Mapping |
Abstract
Włodzisław Duch and Antoine Naud (1996)
On global
self-organizing maps |
Abstract
Włodzisław Duch and Antoine Naud (1996)
Multidimensional
Scaling And Kohonen's Self-Organizing Maps,
Abstract
Włodzisław Duch (1994)
Quantitative
Measures for the Self-Organizing Topographic Maps |
Abstract
PhD's and other topics.
Antoine Naud,
praca doktorska, Katedra Metod Komputerowych UMK, Toruń, April 2001.
Neural and statistical methods for the visualization of multidimensional data. (PDF, 5.5 MB)
Rafał Adamczak,
praca doktorska, Katedra Metod Komputerowych UMK, Toruń, luty 2001.
Zastosowanie sieci neuronowych do klasyfikacji danych doświadczalnych. (PDF, 3 MB)
Norbert Jankowski,
praca doktorska, Katedra Metod Komputerowych UMK, Toruń, sierpień 1999.
Ontogeniczne sieci neuronowe w
zastosowaniu do klasyfikacji danych medycznych (PDF, 5 MB)
Norbert Jankowski (1995)
Applications
of Levin's Universal Optimal Search Algorithm |
Abstract
Włodzisław Duch (1994)
Cerebrations on
Computational Science |
Abstract
Włodzisław Duch and Norbert Jankowski (1994)
Complex
Systems, Information Theory and Neural Networks
Publications in Polish - Po polsku
Naukowe:
Rafał Adamczak, Włodzisław Duch
Model FSM w zastosowaniu do
klasyfikacji (format PDF)
Biocybernetyka 2000, Tom 6: Sieci neuronowe (red. W. Duch, J. Korbicz, L. Rutkowski i R. Tadeusiewicz), rozdz. III.26,
pp. 801-824
Andrzej Chojnowski, Włodzisław Duch
Analiza szeregów czasowych obrazów.
Biocybernetyka 2000, Tom 6: Sieci neuronowe (red. W. Duch, J. Korbicz, L. Rutkowski i R. Tadeusiewicz), rozdz. II.17,
pp. 569-588
Norbert Jankowski i Włodzisław Duch
Ontogeniczne sieci neuronowe. (w PDF)
Biocybernetyka 2000, Tom 6: Sieci neuronowe (red. W. Duch, J. Korbicz, L. Rutkowski i R. Tadeusiewicz), rozdz.
I.8, pp. 257-294
Włodzisław Duch,
Sieci neuronowe w modelowaniu
zaburzeń neuropsychologicznych i chorób psychicznych (format PDF)
Biocybernetyka 2000, Tom 6: Sieci neuronowe (red. W. Duch, J. Korbicz, L. Rutkowski i R. Tadeusiewicz), rozdz. II.18,
pp. 589-616
Krzysztof Grąbczewski, Włodzisław Duch, Rafał Adamczak
Neuronowe metody odkrywania wiedzy w
danych (format PDF)
Biocybernetyka 2000, Tom 6: Sieci neuronowe (red. W. Duch, J. Korbicz, L. Rutkowski i R. Tadeusiewicz), rozdz. III.20,
pp. 637-662
Włodzisław Duch, Karol Grudziński
Sieci Neuronowe i Uczenie Maszynowe:
próba integracji (format PDF)
Biocybernetyka 2000, Tom 6: Sieci neuronowe (red. W. Duch, J. Korbicz, L. Rutkowski i R. Tadeusiewicz), rozdz. III.21,
pp. 663-690
Włodzisław Duch (2000)
Jaka teoria umysłu w pełni nas zadowoli?
(tekst w html)
Kognitywistyka i Media w Edukacji 1/2 (2000), wyd. A. Marszałek
Włodzisław Duch (1999)
Duch i dusza, czyli prehistoria
kognitywistyki.
Kognitywistyka i Media w Edukacji 1/99, Wyd. A. Marszałek 1999
Włodzisław Duch (1998)
Rewolucja informatyczna w medycynie
.
Kardiologia Polska (1998), numer nigdy się nie ukazał?
Włodzisław Duch (1998)
Czym jest kognitywistyka?
(tekst w html) artykuł opublikowano w:
Kognitywistyka i Media w Edukacji 1 (1998)
pp. 9-50
Pozostałe publikacje po polsku
Włodzisław Duch
Pływanie pod prąd, czyli 10 lat kierowania Katedrą Metod Komputerowych (format HTML).
Krótsza wersja wydrukowana została w "Głosie Uczelni", kwiecień 2001
Włodzisław Duch
Smutne refleksje z Brukseli
Głos Uczelni, 7/2001, p. 1
Włodzisław Duch
Straszenie przyszłością (format HTML)
Nieuctwo szkodzi bardziej (format HTML)
Droga do piekła (format HTML)
Fragmenty dyskusji z "Głosu Uczelni", kwiecień, czerwiec 2001
Norbert Jankowski (1995)
MATLAB - plusy
kontra minusy |
Abstract
Włodzisław Duch (1995)
Fizyka i metafizyka świadomości
- folie do referatu
Włodzisław Duch (1995)
Piąta generacja komputerów
Włodzisław Duch (1994)
Życie wewnętrzne komputerów (PDF, 250 KB)
editor: Włodzisław Duch (1994)
Propozycje
zaject o charakterze informatycznym (format PDF)
Włodzisław Duch (1994)
Refleksje na
temat rozwoju informatyki na Uniwersytecie M. Kopernika
|
