On global self-organizing maps. - Wlodzislaw Duch; Antoine Naud (ESANN, 1996)

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

Extraction of crisp logical rules using constructive constrained backpropagation networks. - Wlodzislaw Duch; Rafal Adamczak; Krzysztof Grabczewski (ICNN, 1997)

Logical Rules for Classification of Medical Data Using Ontogenic Neural Algorithm. - Wlodzislaw Duch; Rafal Adamczak; Krzysztof Grabczewski (ICONIP (2), 1997)

Statistical Methods for Construction of Neural Networks. - Wlodzislaw Duch; Rafal Adamczak (ICONIP, 1998)

Extraction of Logical Rules from Neural Networks. - Wlodzislaw Duch; Rafal Adamczak; Krzysztof Grabczewski (Neural Process. Lett., 1998)

Neural networks in non-Euclidean metric spaces. - Wlodzislaw Duch; Rafal Adamczak (IJCNN, 1999)

Optimization of logical rules derived by neural procedures. - Wlodzislaw Duch; Rafal Adamczak; Krzysztof Grabczewski; Grzegorz Zal (IJCNN, 1999)

Search and global minimization in similarity-based methods. - Wlodzislaw Duch; Karol Grudzinski (IJCNN, 1999)

Hybrid Neural-global Minimization Method of Logical Rule Extraction. - Wlodzislaw Duch; Rafal Adamczak; Krzysztof Grabczewski; Grzegorz Zal (J. Adv. Comput. Intell. Intell. Informatics, 1999)

Neural Networks in Non-Euclidean Spaces. - Wlodzislaw Duch; Rafal Adamczak; Geerd H. F. Diercksen (Neural Process. Lett., 1999)

Optimization and Interpretation of Rule-based Classifiers. - Wlodzislaw Duch; Norbert Jankowski; Krzysztof Grabczewski; Rafal Adamczak (Intelligent Information Systems, 2000)

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

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

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

Transfer functions: hidden possibilities for better neural networks. - Wlodzislaw Duch; Norbert Jankowski (ESANN, 2001)

Optimal transfer function neural networks. - Norbert Jankowski; Wlodzislaw Duch (ESANN, 2001)

Ensembles of Similarity-based Models. - Wlodzislaw Duch; Karol Grudzinski (Intelligent Information Systems, 2001)

A new methodology of extraction, optimization and application of crisp and fuzzy logical rules. - Wlodzislaw Duch; Rafal Adamczak; Krzysztof Grabczewski (IEEE Trans. Neural Networks, 2001)

Heterogeneous Forests of Decision Trees. - Krzysztof Grabczewski; Wlodzislaw Duch (ICANN, 2002)

Meta-learning via Search Combined with Parameter Optimization. - Wlodzislaw Duch; Karol Grudzinski (Intelligent Information Systems, 2002)

Coloring black boxes: visualization of neural network decisions. - Wlodzislaw Duch (IJCNN, 2003)

Visualization of Hidden Node Activity in Neural Networks: I. Visualization Methods. - Wlodzislaw Duch (ICAISC, 2004)

Visualization of Hidden Node Activity in Neural Networks: II. Application to RBF Networks. - Wlodzislaw Duch (ICAISC, 2004)

On Some Factors Influencing MLP Error Surface. - Miroslaw Kordos; Wlodzislaw Duch (ICAISC, 2004)

Fuzzy Rule-Based Systems Derived from Similarity to Prototypes. - Wlodzislaw Duch; Marcin Blachnik (ICONIP, 2004)

Development of a Pediatric Text-Corpus for Part-of-Speech Tagging. - John Pestian; Lukasz Itert; Wlodzislaw Duch (Intelligent Information Systems, 2004)

Comparison of feature ranking methods based on information entropy. - Wlodzislaw Duch; Tadeusz Wieczorek; Jacek Biesiada; Marcin Blachnik (IJCNN, 2004)

Computational intelligence methods for rule-based data understanding. - Wlodzislaw Duch; Rudy Setiono; Jacek M. Zurada (Proc. IEEE, 2004)

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

Semantic Memory for Avatars in Cyberspace. - Julian Szymanski; Tomasz Sarnatowicz; Wlodzislaw Duch (CW, 2005)

Support Vector Neural Training. - Wlodzislaw Duch (ICANN (2), 2005)

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

Minimum Spanning Trees Displaying Semantic Similarity. - Wlodzislaw Duch; Pawel Matykiewicz (Intelligent Information Systems, 2005)

Concept Description Vectors and the 20 Question Game. - Wlodzislaw Duch; Julian Szymanski; Tomasz Sarnatowicz (Intelligent Information Systems, 2005)

Uncertainty of data, fuzzy membership functions, and multilayer perceptrons. - Wlodzislaw Duch (IEEE Trans. Neural Networks, 2005)

Filter Methods. - Wlodzislaw Duch (Feature Extraction, 2006)

Unambiguous Concept Mapping in Radiology Reports: Graphs of Consistent Concepts. - Pawel Matykiewicz; John Pestian; Wlodzislaw Duch; Neil Johnson (AMIA, 2006)

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

Nonambiguous Concept Mapping in Medical Domain. - Pawel Matykiewicz; Wlodzislaw Duch; John Pestian (ICAISC, 2006)

K-Separability. - Wlodzislaw Duch (ICANN (1), 2006)

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

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

Computational Creativity. - Wlodzislaw Duch (IJCNN, 2006)

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

A shared task involving multi-label classification of clinical free text. - John P. Pestian; Chris Brew; Pawel Matykiewicz; D. J. Hovermale; Neil Johnson; K. Bretonnel Cohen; Wlodzislaw Duch (BioNLP@ACL, 2007)

Influence of a priori Knowledge on Medical Document Categorization. - Lukasz Itert; Wlodzislaw Duch; John Pestian (CIDM, 2007)

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

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

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

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

Neurolinguistic Approach to Vector Representation of Medical Concepts. - Wlodzislaw Duch; Pawel Matykiewicz; John Pestian (IJCNN, 2007)

Semantic Memory Knowledge Acquisition Through Active Dialogues. - Julian Szymanski; Wlodzislaw Duch (IJCNN, 2007)

Intuition, Insight, Imagination and Creativity. - Wlodzislaw Duch (IEEE Comput. Intell. Mag., 2007)

Introduction. - Stefanos D. Kollias; Andreas Stafylopatis; Wlodzislaw Duch (Integr. Comput. Aided Eng., 2007)

What Is Computational Intelligence and Where Is It Going? - Wlodzislaw Duch (Challenges for Computational Intelligence, 2007)

Towards Comprehensive Foundations of Computational Intelligence. - Wlodzislaw Duch (Challenges for Computational Intelligence, 2007)

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

A Comparison of Methods for Learning of Highly Non-separable Problems. - Marek Grochowski; Wlodzislaw Duch (ICAISC, 2008)

Comparison of Shannon, Renyi and Tsallis Entropy Used in Decision Trees. - Tomasz Maszczyk; Wlodzislaw Duch (ICAISC, 2008)

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

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

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

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

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

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

Knowledge representation and acquisition for large-scale semantic memory. - Julian Szymanski; Wlodzislaw Duch (IJCNN, 2008)

International Conference on Artificial Neural Networks (ICANN 2006). - Stefanos D. Kollias; Andreas Stafylopatis; Wlodzislaw Duch (Neurocomputing, 2008)

Variable step search algorithm for feedforward networks. - Miroslaw Kordos; Wlodzislaw Duch (Neurocomputing, 2008)

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

Preface. - Danilo P. Mandic; Wlodzislaw Duch (Neural Networks, 2008)

Robot Brains. Circuits and Systems for Conscious Machines (P. Haikonen; 2007) [Book review]. - Wlodzislaw Duch (IEEE Trans. Neural Networks, 2008)

Feature Selection for High-Dimensional Data - A Pearson Redundancy Based Filter. - Jacek Biesiada; Wlodzislaw Duch (Computer Recognition Systems 2, 2008)

Prototype Rules from SVM. - Marcin Blachnik; Wlodzislaw Duch (Rule Extraction from Support Vector Machines, 2008)

Clustering Semantic Spaces of Suicide Notes and Newsgroups Articles. - Pawel Matykiewicz; Wlodzislaw Duch; John Pestian (BioNLP@HLT-NAACL, 2009)

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

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

Universal Learning Machines. - Wlodzislaw Duch; Tomasz Maszczyk (ICONIP (2), 2009)

Some Computational Aspects of the Brain Computer Interfaces Based on Inner Music. - Wlodzimierz Klonowski; Wlodzislaw Duch; Aleksandar Perovic; Aleksandar Jovanovic (Comput. Intell. Neurosci., 2009)

Challenges for Computational Intelligence. - Wlodzislaw Duch; Jacek Mandziuk (IEEE Trans. Neural Networks, 2009)

Constructive Neural Network Algorithms That Solve Highly Non-separable Problems. - Marek Grochowski; Wlodzislaw Duch (Constructive Neural Networks, 2009)

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

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

Triangular Visualization. - Tomasz Maszczyk; Wlodzislaw Duch (ICAISC (1), 2010)

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

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

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

Support Feature Machines: Support vectors are not enough. - Tomasz Maszczyk; Wlodzislaw Duch (IJCNN, 2010)

Support Feature Machine for DNA Microarray Data. - Tomasz Maszczyk; Wlodzislaw Duch (RSCTC, 2010)

Understanding neurodynamical systems via Fuzzy Symbolic Dynamics. - Krzysztof Dobosz; Wlodzislaw Duch (Neural Networks, 2010)

Detection of Structural Features in Biological Signals. - Aleksandar Jovanovic; Aleksandar Perovic; Wlodzimierz Klonowski; Wlodzislaw Duch; Zoran Dordevic; Sladana Spasic (J. Signal Process. Syst., 2010)

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

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

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

Neurodynamics and the mind. - Wlodzislaw Duch (IJCNN, 2011)

LVQ algorithm with instance weighting for generation of prototype-based rules. - Marcin Blachnik; Wlodzislaw Duch (Neural Networks, 2011)

Neurocomputational models of brain disorders. - Vassilis Cutsuridis; Tjitske Heida; Wlodek Duch; Kenji Doya (Neural Networks, 2011)

Optimal Support Features for Meta-Learning. - Wlodzislaw Duch; Tomasz Maszczyk; Marek Grochowski (Meta-Learning in Computational Intelligence, 2011)

Locally Optimized Kernels. - Tomasz Maszczyk; Wlodzislaw Duch (ICAISC (1), 2012)

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

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

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

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

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

Adaptive Algorithm for Interactive Question-Based Search. - Jacek Rzeniewicz; Julian Szymanski; Wlodzislaw Duch (IIP, 2012)

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

Computational Approach to Understanding autism Spectrum disorders. - Wlodzislaw Duch; Wieslaw Nowak; Jaroslaw Meller; Grzegorz Osinski; Krzysztof Dobosz; Dariusz Mikolajewski; Grzegorz M. Wójcik (Comput. Sci., 2012)

Information retrieval with semantic memory model. - Julian Szymanski; Wlodzislaw Duch (Cogn. Syst. Res., 2012)

Braingene: Computational creativity algorithm that invents novel interesting names. - Maciej Pilichowski; Wlodzislaw Duch (CIHLI, 2013)

Autism and ADHD - Two Ends of the Same Spectrum? - Wlodzislaw Duch; Krzysztof Dobosz; Dariusz Mikolajewski (ICONIP (1), 2013)

Simple Cyclic movements as a distinct autism Feature - Computational Approach. - Krzysztof Dobosz; Dariusz Mikolajewski; Grzegorz M. Wójcik; Wlodzislaw Duch (Comput. Sci., 2013)

Multiple Inheritance Problem in Semantic Spreading Activation Networks. - Pawel Matykiewicz; Wlodzislaw Duch (Brain Informatics and Health, 2014)

Intelligent emotions stabilization system using standardized images, breath sensor and biofeedback - new concept. - Oleksandr Sokolov; Krzysztof Dobosz; Joanna Dreszer; Bibianna Balaj; Wlodzislaw Duch; Slawomir Grzelak; Tomasz Komendzinski; Dariusz Mikolajewski; Tomasz Piotrowski; Malgorzata Swierkocka; Piotr Weber (CICARE, 2014)

Recent Advances in Learning Theory. - Weihui Dai; Wlodzislaw Duch; Abdul Hanan Abdullah; Dongrong Xu; Ye-Sho Chen (Comput. Intell. Neurosci., 2015)

Moveye: gaze control of video playback. - Jacek Matulewski; Bibianna Balaj; Ewelina Marek; Lukasz Piasecki; Dawid Gruszczynski; Mateusz Kuchta; Wlodzislaw Duch (COGAIN@ETRA, 2018)

Brain stem modeling at a system level - chances and limitations. - Dariusz Mikolajewski; Wlodzislaw Duch (Bio Algorithms Med Syst., 2018)

Meta-learning: searching in the model space. - Wlodzislaw Duch; Karol Grudzinski (CoRR, 2018)

Separability is not the best goal for machine learning. - Wlodzislaw Duch (CoRR, 2018)

Perception of non-native phoneme contrasts in 8-13 months infants: tensor-based analysis of EEG signals. - Mansoureh Aghabeig; Bibianna Balaj; Joanna Dreszer; Monika Lewandowska; Rafal Milner; Natalia Pawlaczyk; Tomasz Piotrowski; Magdalena Szmytke; Wlodzislaw Duch (EUSIPCO, 2019)

Scientists' Contribution to Science and Methods of Its Visualization. - Oleksandr Sokolov; Veslava Osinska; Aleksandra Mrela; Wlodzislaw Duch; Marcin Burak (ISAT (2), 2019)

Neural eliminators and classifiers. - Wlodzislaw Duch; Rafal Adamczak; Yoichi Hayashi (CoRR, 2019)

Support Feature Machines. - Tomasz Maszczyk; Wlodzislaw Duch (CoRR, 2019)

The Markup Language for Designing Gaze Controlled Applications. - Jacek Matulewski; Bibianna Balaj; Iga Moscichowska; Agnieszka Ignaczewska; Rafal Linowiecki; Joanna Dreszer; Wlodek Duch (CoRR, 2019)

Brain stem - from general view to computational model based on switchboard rules of operation. - Wlodzislaw Duch; Dariusz Mikolajewski (Bio Algorithms Med Syst., 2020)

Modelling effects of consciousness disorders in brainstem computational model - Preliminary findings. - Wlodzislaw Duch; Dariusz Mikolajewski (Bio Algorithms Med Syst., 2020)

Neurocognitive Informatics Manifesto. - Wlodzislaw Duch (CoRR, 2021)

supFunSim: Spatial Filtering Toolbox for EEG. - Krzysztof Rykaczewski; Jan Nikadon; Wlodzislaw Duch; Tomasz Piotrowski (Neuroinformatics, 2021)

Memetics and neural models of conspiracy theories. - Wlodzislaw Duch (Patterns, 2021)

Novel Methodological Tools for Behavioral Interventions: The Case of HRV-Biofeedback. Sham Control and Quantitative Physiology-Based Assessment of Training Quality and Fidelity. - Ewa Ratajczak; Marcin Hajnowski; Mateusz Stawicki; Wlodzislaw Duch (Sensors, 2021)

Analysis of Dynamics of Emergence and Decline of Scientific Ideas Based on Optimistic and Pessimistic Fuzzy Aggregation Norms. - Aleksandra Mrela; Oleksandr Sokolov; Veslava Osinska; Wlodzislaw Duch (ACIIDS (Companion), 2022)

Multi-agent model of trust dissemination based on optimistic and pessimistic fuzzy aggregation norms. - Aleksandra Mrela; Oleksandr Sokolov; Maryla Bieniek-Majka; Veslava Osinska; Wlodzislaw Duch (FedCSIS, 2022)

Time-frequency analysis combined with recurrence quantification for classification of onset of dementia using data from the oddball BCI paradigm. - Krystian Derezinski; Krzysztof Tolpa; Lukasz Furman; Tomasz M. Rutkowski; Wlodzislaw Duch (SCIS/ISIS, 2022)

Learnability evaluation of the markup language for designing applications controlled by gaze. - Jacek Matulewski; Bibianna Balaj; Iga Moscichowska; Agnieszka Ignaczewska; Rafal Linowiecki; Joanna Dreszer; Wlodzislaw Duch (Int. J. Hum. Comput. Stud., 2022)

Privacy-Preserving Domain Adaptation for Motor Imagery-Based Brain-Computer Interfaces. - Kun Xia; Lingfei Deng; Wlodzislaw Duch; Dongrui Wu (IEEE Trans. Biomed. Eng., 2022)

Asymptotic Spatiotemporal Averaging of the Power of EEG Signals for Schizophrenia Diagnostics. - Wlodzislaw Duch; Krzysztof Tolpa; Ewa Ratajczak; Marcin Hajnowski; Lukasz Furman; Luís A. Alexandre (ICONIP (9), 2023)

On the recognition of the game type based on physiological signals and eye tracking. - Lukasz Czekaj; Lukasz Radzinski; Mateusz Kolimaga; Jakub Domaszewicz; Robert Kitlowski; Mariusz Szwoch; Wlodzislaw Duch (CoRR, 2023)

Artificial intelligence and the limits of the humanities. - Wlodzislaw Duch (CoRR, 2023)

ToFFi - Toolbox for frequency-based fingerprinting of brain signals. - Michal K. Komorowski; Krzysztof Rykaczewski; Tomasz Piotrowski; Katarzyna Jurewicz; Jakub Wojciechowski; Anne Keitel; Joanna Dreszer; Wlodzislaw Duch (Neurocomputing, 2023)

Privacy-Preserving Brain-Computer Interfaces: A Systematic Review. - Kun Xia; Wlodzislaw Duch; Yu Sun 014; Kedi Xu 001; Weili Fang; Hanbin Luo; Yi Zhang 029; Dong Sang; Xiaodong Xu; Fei-Yue Wang 001; Dongrui Wu (IEEE Trans. Comput. Soc. Syst., 2023)

EEG Biomarkers Based on Microstates and RQA. - Wlodzislaw Duch; Krzysztof Tolpa; Lukasz Furman; Ewa Ratajczak (BI (1), 2024)

Schizophrenia Detection Using EEG: A Study on Frequency Relevance. - Luís A. Alexandre; Wlodzislaw Duch (CEC, 2024)

Classification of Schizophrenia EEG recording using homological features. - Simone Poetto; Wlodzislaw Duch (IJCNN, 2024)

Real-Time Sensor-Based Human Activity Recognition for eFitness and eHealth Platforms. - Lukasz Czekaj; Mateusz Kowalewski; Jakub Domaszewicz; Robert Kitlowski; Mariusz Szwoch; Wlodzislaw Duch (Sensors, 2024)