Wlodzislaw Duch

Julian Szymanski, Wlodzislaw Duch: Information retrieval with semantic memory model. Cognitive Systems Research 14(1): 84-100 (2012)

Tomasz Maszczyk, Wlodzislaw Duch: Locally Optimized Kernels. ICAISC (1) 2012: 412-420

Marcin Blachnik, Miroslaw Kordos, Wlodzislaw Duch: Extraction of Prototype-Based Threshold Rules Using Neural Training Procedure. ICANN (2) 2012: 255-262

Marcin Blachnik, Wlodzislaw Duch, Tomasz Maszczyk: Feature Ranking Methods Used for Selection of Prototypes. ICANN (2) 2012: 296-304

Julian Szymanski, Wlodzislaw Duch: Self Organizing Maps for Visualization of Categories. ICONIP (1) 2012: 160-167

Julian Szymanski, Wlodzislaw Duch: Annotating Words Using WordNet Semantic Glosses. ICONIP (4) 2012: 180-187

Tomasz Maszczyk, Wlodzislaw Duch: Recursive Similarity-Based Algorithm for Deep Learning. ICONIP (3) 2012: 390-397

Jacek Rzeniewicz, Julian Szymanski, Wlodzislaw Duch: Adaptive Algorithm for Interactive Question-Based Search. Intelligent Information Processing 2012: 186-195

Wlodzislaw Duch, Norbert Jankowski, Tomasz Maszczyk: Make it cheap: Learning with O(nd) complexity. IJCNN 2012: 1-4

Alessandro E. P. Villa, Wlodzislaw Duch, Péter Érdi, Francesco Masulli, Günther Palm (Eds.): Artificial Neural Networks and Machine Learning - ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I. Lecture Notes in Computer Science 7552, Springer 2012, isbn 978-3-642-33268-5

Alessandro E. P. Villa, Wlodzislaw Duch, Péter Érdi, Francesco Masulli, Günther Palm (Eds.): Artificial Neural Networks and Machine Learning - ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II. Lecture Notes in Computer Science 7553, Springer 2012, isbn 978-3-642-33265-4

Norbert Jankowski, Wlodzislaw Duch, Krzysztof Grabczewski (Eds.): Meta-Learning in Computational Intelligence. Studies in Computational Intelligence 358, Springer 2011, isbn 978-3-642-20979-6

Vassilis Cutsuridis, Tjitske Heida, Wlodek Duch, Kenji Doya: Neurocomputational models of brain disorders. Neural Networks 24(6): 513-514 (2011)

Marcin Blachnik, Wlodzislaw Duch: LVQ algorithm with instance weighting for generation of prototype-based rules. Neural Networks 24(8): 824-830 (2011)

Marek Grochowski, Wlodzislaw Duch: Fast Projection Pursuit Based on Quality of Projected Clusters. ICANNGA (2) 2011: 89-97

Julian Szymanski, Wlodzislaw Duch: Induction of the Common-Sense Hierarchies in Lexical Data. ICONIP (2) 2011: 726-734

Wlodzislaw Duch: Neurodynamics and the mind. IJCNN 2011: 3227-3234

Wlodzislaw Duch, Tomasz Maszczyk, Marek Grochowski: Optimal Support Features for Meta-Learning. Meta-Learning in Computational Intelligence 2011: 317-358

Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, Samuel Kaski (Eds.): Artificial Neural Networks and Machine Learning - ICANN 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6791, Springer 2011, isbn 978-3-642-21734-0

Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, Samuel Kaski (Eds.): Artificial Neural Networks and Machine Learning - ICANN 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6792, Springer 2011, isbn 978-3-642-21737-1

Krzysztof Dobosz, Wlodzislaw Duch: Understanding neurodynamical systems via Fuzzy Symbolic Dynamics. Neural Networks 23(4): 487-496 (2010)

Aleksandar Jovanovic, Aleksandar Perovic, Wlodzimierz Klonowski, Wlodzislaw Duch, Zoran Dordevic, Sladana Spasic: Detection of Structural Features in Biological Signals. Signal Processing Systems 60(1): 115-129 (2010)

Karol Grudzinski, Marek Grochowski, Wlodzislaw Duch: Pruning Classification Rules with Reference Vector Selection Methods. ICAISC (1) 2010: 347-354

Adam Kachel, Jacek Biesiada, Marcin Blachnik, Wlodzislaw Duch: Infosel++: Information Based Feature Selection C++ Library. ICAISC (1) 2010: 388-396

Tomasz Maszczyk, Wlodzislaw Duch: Triangular Visualization. ICAISC (1) 2010: 445-452

Tomasz Maszczyk, Wlodzislaw Duch: Almost Random Projection Machine with Margin Maximization and Kernel Features. ICANN (2) 2010: 40-48

Marcin Blachnik, Wlodzislaw Duch: Improving Accuracy of LVQ Algorithm by Instance Weighting. ICANN (3) 2010: 257-266

Julian Szymanski, Wlodzislaw Duch: Representation of Hypertext Documents Based on Terms, Links and Text Compressibility. ICONIP (1) 2010: 282-289

Tomasz Maszczyk, Wlodzislaw Duch: Support Feature Machines: Support vectors are not enough. IJCNN 2010: 1-8

Tomasz Maszczyk, Wlodzislaw Duch: Support Feature Machine for DNA Microarray Data. RSCTC 2010: 178-186

Tomasz Maszczyk, Marek Grochowski, Wlodzislaw Duch: Discovering Data Structures Using Meta-learning, Visualization and Constructive Neural Networks. Advances in Machine Learning II 2010: 467-484

Konstantinos I. Diamantaras, Wlodek Duch, Lazaros S. Iliadis (Eds.): Artificial Neural Networks - ICANN 2010 - 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part I. Lecture Notes in Computer Science 6352, Springer 2010, isbn 978-3-642-15818-6

Konstantinos I. Diamantaras, Wlodek Duch, Lazaros S. Iliadis (Eds.): Artificial Neural Networks - ICANN 2010, 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part II. Lecture Notes in Computer Science 6353, Springer 2010, isbn 978-3-642-15821-6

Konstantinos I. Diamantaras, Wlodek Duch, Lazaros S. Iliadis (Eds.): Artificial Neural Networks - ICANN 2010 - 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part III. Lecture Notes in Computer Science 6354, Springer 2010, isbn 978-3-642-15824-7

Wlodzimierz Klonowski, Wlodzislaw Duch, Aleksandar Perovic, Aleksandar Jovanovic: Some Computational Aspects of the Brain Computer Interfaces Based on Inner Music. Comp. Int. and Neurosc. 2009 (2009)

Wlodzislaw Duch, Jacek Mandziuk: Challenges for Computational Intelligence. IEEE Transactions on Neural Networks 20(3): 542-543 (2009)

Marek Grochowski, Wlodzislaw Duch: Constrained Learning Vector Quantization or Relaxed k-Separability. ICANN (1) 2009: 151-160

Wlodzislaw Duch, Tomasz Maszczyk: Almost Random Projection Machine. ICANN (1) 2009: 789-798

Wlodzislaw Duch, Tomasz Maszczyk: Universal Learning Machines. ICONIP (2) 2009: 206-215

Marek Grochowski, Wlodzislaw Duch: Constructive Neural Network Algorithms That Solve Highly Non-separable Problems. Constructive Neural Networks 2009: 49-70

Danilo P. Mandic, Wlodzislaw Duch: Preface. Neural Networks 21(6): 797-798 (2008)

Wlodzislaw Duch, Pawel Matykiewicz, John Pestian: Neurolinguistic approach to natural language processing with applications to medical text analysis. Neural Networks 21(10): 1500-1510 (2008)

Wlodzislaw Duch: Robot Brains. Circuits and Systems for Conscious Machines (P. Haikonen; 2007) [Book review]. IEEE Transactions on Neural Networks 19(5): 925-926 (2008)

Wlodzislaw Duch, Richard Jayadi Oentaryo, Michel Pasquier: Cognitive Architectures: Where do we go from here? AGI 2008: 122-136

Marek Grochowski, Wlodzislaw Duch: A Comparison of Methods for Learning of Highly Non-separable Problems. ICAISC 2008: 566-577

Tomasz Maszczyk, Wlodzislaw Duch: Comparison of Shannon, Renyi and Tsallis Entropy Used in Decision Trees. ICAISC 2008: 643-651

Tomasz Maszczyk, Wlodzislaw Duch: Support Vector Machines for Visualization and Dimensionality Reduction. ICANN (1) 2008: 346-356

Krzysztof Dobosz, Wlodzislaw Duch: Fuzzy Symbolic Dynamics for Neurodynamical Systems. ICANN (2) 2008: 471-478

Marcin Blachnik, Wlodzislaw Duch: Building Localized Basis Function Networks Using Context Dependent Clustering. ICANN (1) 2008: 482-491

Marek Grochowski, Wlodzislaw Duch: Projection Pursuit Constructive Neural Networks Based on Quality of Projected Clusters. ICANN (2) 2008: 754-762

Pawel Matykiewicz, Wlodzislaw Duch, Paul M. Zender, Keith A. Crutcher, John Pestian: Neurocognitive Approach to Clustering of PubMed Query Results. ICONIP (2) 2008: 70-79

Maciej Pilichowski, Wlodzislaw Duch: Neurocognitive Approach to Creativity in the Domain of Word-Invention. ICONIP (2) 2008: 88-96

Julian Szymanski, Wlodzislaw Duch: Knowledge representation and acquisition for large-scale semantic memory. IJCNN 2008: 3118-3125

Jacek Biesiada, Wlodzislaw Duch: Feature Selection for High-Dimensional Data - A Pearson Redundancy Based Filter. Computer Recognition Systems 2 2008: 242-249

Marcin Blachnik, Wlodzislaw Duch: Prototype Rules from SVM. Rule Extraction from Support Vector Machines 2008: 163-182

Wlodzislaw Duch, Jacek Mandziuk (Eds.): Challenges for Computational Intelligence. Studies in Computational Intelligence 63, Springer 2007, isbn 978-3-540-71983-0

Lukasz Itert, Wlodzislaw Duch, John Pestian: Influence of a priori Knowledge on Medical Document Categorization. CIDM 2007: 163-170

Janet Rajan, Karen C. Davis, Pawel Matykiewicz, Wlodzislaw Duch, John Pestian: Medical Acronym Disambiguation Using Online Sources. Enterprise Information Systems and Web Technologies 2007: 123-130

Marek Grochowski, Wlodzislaw Duch: Learning Highly Non-separable Boolean Functions Using Constructive Feedforward Neural Network. ICANN (1) 2007: 180-189

Wlodzislaw Duch, Pawel Matykiewicz, John Pestian: Towards Understanding of Natural Language: Neurocognitive Inspirations. ICANN (2) 2007: 953-962

Jacek Biesiada, Wlodzislaw Duch: A Kolmogorov-Smirnov Correlation-Based Filter for Microarray Data. ICONIP (2) 2007: 285-294

Julian Szymanski, Wlodzislaw Duch: Semantic Memory Knowledge Acquisition Through Active Dialogues. IJCNN 2007: 536-541

Wlodzislaw Duch, Pawel Matykiewicz, John Pestian: Neurolinguistic Approach to Vector Representation of Medical Concepts. IJCNN 2007: 3110-3115

Wlodzislaw Duch: What Is Computational Intelligence and Where Is It Going? Challenges for Computational Intelligence 2007: 1-13

Wlodzislaw Duch: Towards Comprehensive Foundations of Computational Intelligence. Challenges for Computational Intelligence 2007: 261-316

Joaquim Marques de Sá, Luís A. Alexandre, Wlodzislaw Duch, Danilo P. Mandic (Eds.): Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I. Lecture Notes in Computer Science 4668, Springer 2007, isbn 978-3-540-74689-8

Joaquim Marques de Sá, Luís A. Alexandre, Wlodzislaw Duch, Danilo P. Mandic (Eds.): Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part II. Lecture Notes in Computer Science 4669, Springer 2007, isbn 978-3-540-74693-5

John Pestian, Lukasz Itert, Charlotte Anderson, Wlodzislaw Duch: Preparing Clinical Text for Use in Biomedical Research. J. Database Manag. 17(2): 1-11 (2006)

Marcin Blachnik, Wlodzislaw Duch, Tadeusz Wieczorek: Selection of Prototype Rules: Context Searching Via Clustering. ICAISC 2006: 573-582

Pawel Matykiewicz, Wlodzislaw Duch, John Pestian: Nonambiguous Concept Mapping in Medical Domain. ICAISC 2006: 941-950

Wlodzislaw Duch: K-Separability. ICANN (1) 2006: 188-197

W. K. Lee, Wlodzislaw Duch, G. S. Ng: Robot Space Exploration Using Peano Paths Generated by Self-Organizing Maps. ICARCV 2006: 1-6

Marcin Blachnik, Wlodzislaw Duch: Prototype-Based Threshold Rules. ICONIP (3) 2006: 1028-1037

Wlodzislaw Duch: Computational Creativity. IJCNN 2006: 435-442

Stefanos D. Kollias, Andreas Stafylopatis, Wlodzislaw Duch, Erkki Oja (Eds.): Artificial Neural Networks - ICANN 2006, 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part I. Lecture Notes in Computer Science 4131, Springer 2006, isbn 3-540-38625-4

Stefanos D. Kollias, Andreas Stafylopatis, Wlodzislaw Duch, Erkki Oja (Eds.): Artificial Neural Networks - ICANN 2006, 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part II. Lecture Notes in Computer Science 4132, Springer 2006, isbn 3-540-38871-0

Wlodzislaw Duch: Uncertainty of data, fuzzy membership functions, and multilayer perceptrons. IEEE Transactions on Neural Networks 16(1): 10-23 (2005)

Jacek Biesiada, Wlodzislaw Duch: Feature Selection for High-Dimensional Data: A Kolmogorov-Smirnov Correlation-Based Filter. CORES 2005: 95-103

Julian Szymanski, Tomasz Sarnatowicz, Wlodzislaw Duch: Semantic Memory for Avatars in Cyberspace. CW 2005: 165-171

Wlodzislaw Duch: Support Vector Neural Training. ICANN (2) 2005: 67-72

Lukasz Itert, Wlodzislaw Duch, John Pestian: Medical Document Categorization Using a Priori Knowledge. ICANN (1) 2005: 641-646

Wlodzislaw Duch, Pawel Matykiewicz: Minimum Spanning Trees Displaying Semantic Similarity. Intelligent Information Systems 2005: 31-40

Wlodzislaw Duch, Julian Szymanski, Tomasz Sarnatowicz: Concept Description Vectors and the 20 Question Game. Intelligent Information Systems 2005: 41-50

Wlodzislaw Duch, Janusz Kacprzyk, Erkki Oja, Slawomir Zadrozny (Eds.): Artificial Neural Networks: Biological Inspirations - ICANN 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part I. Lecture Notes in Computer Science 3696, Springer 2005, isbn 3-540-28752-3

Wlodzislaw Duch, Janusz Kacprzyk, Erkki Oja, Slawomir Zadrozny (Eds.): Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part II. Lecture Notes in Computer Science 3697, Springer 2005, isbn 3-540-28755-8

Wlodzislaw Duch: Visualization of Hidden Node Activity in Neural Networks: I. Visualization Methods. ICAISC 2004: 38-43

Wlodzislaw Duch: Visualization of Hidden Node Activity in Neural Networks: II. Application to RBF Networks. ICAISC 2004: 44-49

Miroslaw Kordos, Wlodzislaw Duch: On Some Factors Influencing MLP Error Surface. ICAISC 2004: 217-222

Wlodzislaw Duch, Marcin Blachnik: Fuzzy Rule-Based Systems Derived from Similarity to Prototypes. ICONIP 2004: 912-917

John Pestian, Lukasz Itert, Wlodzislaw Duch: Development of a Pediatric Text-Corpus for Part-of-Speech Tagging. Intelligent Information Systems 2004: 219-226

Krzysztof Grabczewski, Wlodzislaw Duch: Heterogeneous Forests of Decision Trees. ICANN 2002: 504-509

Wlodzislaw Duch, Karol Grudzinski: Meta-learning via Search Combined with Parameter Optimization. Intelligent Information Systems 2002: 13-22

Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski: A new methodology of extraction, optimization and application of crisp and fuzzy logical rules. IEEE Transactions on Neural Networks 12(2): 277-306 (2001)

Wlodzislaw Duch, Norbert Jankowski: Transfer functions: hidden possibilities for better neural networks. ESANN 2001: 81-94

Norbert Jankowski, Wlodzislaw Duch: Optimal transfer function neural networks. ESANN 2001: 101-106

Wlodzislaw Duch, Rafal Adamczak, Geerd H. F. Diercksen: Constructive density estimation network based on several different separable transfer functions. ESANN 2001: 107-112

Wlodzislaw Duch, Karol Grudzinski: Ensembles of Similarity-based Models. Intelligent Information Systems 2001: 75-85

Wlodzislaw Duch, Norbert Jankowski, Krzysztof Grabczewski, Rafal Adamczak: Optimization and Interpretation of Rule-based Classifiers. Intelligent Information Systems 2000: 1-13

Karol Grudzinski, Wlodzislaw Duch: SBL-PM: A Simple Algorithm for Selection of Reference Instances for Similarity Based Methods. Intelligent Information Systems 2000: 99-107

Wlodzislaw Duch, Norbert Jankowski: Taxonomy of Neural Transfer Functions. IJCNN (3) 2000: 477-484

Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski, Grzegorz Zal: Hybrid Neural-global Minimization Method of Logical Rule Extraction. JACIII 3(5): 348-356 (1999)

Wlodzislaw Duch, Rafal Adamczak, Geerd H. F. Diercksen: Neural Networks in Non-Euclidean Spaces. Neural Processing Letters 10(3): 201-210 (1999)

Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski: Extraction of Logical Rules from Neural Networks. Neural Processing Letters 7(3): 211-219 (1998)

Wlodzislaw Duch, Rafal Adamczak: Statistical Methods for Construction of Neural Networks. ICONIP 1998: 639-642

Wlodzislaw Duch, Rafal Adamczak, Krzysztof Grabczewski, Masumi Ishikawa, Hiroki Ueda: Extraction of crisp logical rules using constrained backpropagation networks. ESANN 1997

Wlodzislaw Duch, Antoine Naud: On global self-organizing maps. ESANN 1996