Wlodzislaw Duch

Patterns, 2021

supFunSim: Spatial Filtering Toolbox for EEG.

[BibT_eX]

[DOI]

Krzysztof Rykaczewski

Jan Nikadon

Tomasz Piotrowski

Neuroinformatics, 2021

Neurocognitive Informatics Manifesto.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Modelling effects of consciousness disorders in brainstem computational model - Preliminary findings.

[BibT_eX]

[DOI]

Bio Algorithms Med Syst., 2020

Brain stem - from general view to computational model based on switchboard rules of operation.

[BibT_eX]

[DOI]

Bio Algorithms Med Syst., 2020

2019

The Markup Language for Designing Gaze Controlled Applications.

[BibT_eX]

[DOI]

Jacek Matulewski

Bibianna Balaj

Iga Moscichowska

Agnieszka Ignaczewska

Rafal Linowiecki

Joanna Dreszer

Wlodek Duch

CoRR, 2019

Support Feature Machines.

[BibT_eX]

[DOI]

CoRR, 2019

Neural eliminators and classifiers.

[BibT_eX]

[DOI]

Yoichi Hayashi

CoRR, 2019

Scientists' Contribution to Science and Methods of Its Visualization.

[BibT_eX]

[DOI]

Proceedings of the Information Systems Architecture and Technology: Proceedings of 40th Anniversary International Conference on Information Systems Architecture and Technology - ISAT 2019, 2019

Perception of non-native phoneme contrasts in 8-13 months infants: tensor-based analysis of EEG signals.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Separability is not the best goal for machine learning.

[BibT_eX]

[DOI]

CoRR, 2018

Meta-learning: searching in the model space.

[BibT_eX]

[DOI]

CoRR, 2018

Coloring black boxes: visualization of neural network decisions.

[BibT_eX]

[DOI]

CoRR, 2018

Brain stem modeling at a system level - chances and limitations.

[BibT_eX]

[DOI]

Bio Algorithms Med Syst., 2018

Moveye: gaze control of video playback.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Communication by Gaze Interaction, 2018

2015

Recent Advances in Learning Theory.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2015

2014

Intelligent emotions stabilization system using standardized images, breath sensor and biofeedback - new concept.

[BibT_eX]

[DOI]

Malgorzata Swierkocka

Piotr Weber

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014

Multiple Inheritance Problem in Semantic Spreading Activation Networks.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics and Health - International Conference, 2014

2013

Simple Cyclic movements as a distinct autism Feature - Computational Approach.

[BibT_eX]

[DOI]

Comput. Sci., 2013

Autism and ADHD - Two Ends of the Same Spectrum?

[BibT_eX]

[DOI]

Krzysztof Dobosz

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Braingene: Computational creativity algorithm that invents novel interesting names.

[BibT_eX]

[DOI]

Maciej Pilichowski

Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2013

2012

Information retrieval with semantic memory model.

[BibT_eX]

[DOI]

Cogn. Syst. Res., 2012

Computational Approach to Understanding autism Spectrum disorders.

[BibT_eX]

[DOI]

Comput. Sci., 2012

Make it cheap: Learning with O(nd) complexity.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Adaptive Algorithm for Interactive Question-Based Search.

[BibT_eX]

[DOI]

Jacek Rzeniewicz

Proceedings of the Intelligent Information Processing VI, 2012

Annotating Words Using WordNet Semantic Glosses.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Self Organizing Maps for Visualization of Categories.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Recursive Similarity-Based Algorithm for Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Extraction of Prototype-Based Threshold Rules Using Neural Training Procedure.

[BibT_eX]

[DOI]

Miroslaw Kordos

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Feature Ranking Methods Used for Selection of Prototypes.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Locally Optimized Kernels.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011

Optimal Support Features for Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the Meta-Learning in Computational Intelligence, 2011

Neurocomputational models of brain disorders.

[BibT_eX]

[DOI]

Neural Networks, 2011

LVQ algorithm with instance weighting for generation of prototype-based rules.

[BibT_eX]

[DOI]

Neural Networks, 2011

Neurodynamics and the mind.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Induction of the Common-Sense Hierarchies in Lexical Data.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Fast Projection Pursuit Based on Quality of Projected Clusters.

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

2010

Discovering Data Structures Using Meta-learning, Visualization and Constructive Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Learning II, 2010

Detection of Structural Features in Biological Signals.

[BibT_eX]

[DOI]

Aleksandar Jovanovic

Aleksandar Perovic

Wlodzimierz Klonowski

Zoran Dordevic

Sladana Spasic

J. Signal Process. Syst., 2010

Understanding neurodynamical systems via Fuzzy Symbolic Dynamics.

[BibT_eX]

[DOI]

Krzysztof Dobosz

Neural Networks, 2010

Support Feature Machine for DNA Microarray Data.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Current Trends in Computing, 2010

Support Feature Machines: Support vectors are not enough.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Representation of Hypertext Documents Based on Terms, Links and Text Compressibility.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

Almost Random Projection Machine with Margin Maximization and Kernel Features.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2010

Improving Accuracy of LVQ Algorithm by Instance Weighting.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Triangular Visualization.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Infosel++: Information Based Feature Selection C++ Library.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Pruning Classification Rules with Reference Vector Selection Methods.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2010

2009

Constructive Neural Network Algorithms That Solve Highly Non-separable Problems.

[BibT_eX]

[DOI]

Proceedings of the Constructive Neural Networks, 2009

Challenges for Computational Intelligence.

[BibT_eX]

[DOI]

Jacek Mandziuk

IEEE Trans. Neural Networks, 2009

Some Computational Aspects of the Brain Computer Interfaces Based on Inner Music.

[BibT_eX]

[DOI]

Wlodzimierz Klonowski

Aleksandar Perovic

Aleksandar Jovanovic

Comput. Intell. Neurosci., 2009

Universal Learning Machines.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Constrained Learning Vector Quantization or Relaxed k-Separability.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

Almost Random Projection Machine.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

Clustering Semantic Spaces of Suicide Notes and Newsgroups Articles.

[BibT_eX]

[DOI]

Proceedings of the BioNLP Workshop, BioNLP@HLT-NAACL 2009, 2009

2008

Prototype Rules from SVM.

[BibT_eX]

[DOI]

Proceedings of the Rule Extraction from Support Vector Machines, 2008

Feature Selection for High-Dimensional Data - A Pearson Redundancy Based Filter.

[BibT_eX]

[DOI]

Jacek Biesiada

Proceedings of the Computer Recognition Systems 2, 2008

Robot Brains. Circuits and Systems for Conscious Machines (P. Haikonen; 2007) [Book review].

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

Preface.

[BibT_eX]

[DOI]

Danilo P. Mandic

Neural Networks, 2008

Neurolinguistic approach to natural language processing with applications to medical text analysis.

[BibT_eX]

[DOI]

Neural Networks, 2008

Variable step search algorithm for feedforward networks.

[BibT_eX]

[DOI]

Miroslaw Kordos

Neurocomputing, 2008

International Conference on Artificial Neural Networks (ICANN 2006).

[BibT_eX]

[DOI]

Stefanos D. Kollias

Andreas Stafylopatis

Neurocomputing, 2008

Knowledge representation and acquisition for large-scale semantic memory.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Neurocognitive Approach to Creativity in the Domain of Word-Invention.

[BibT_eX]

[DOI]

Maciej Pilichowski

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Neurocognitive Approach to Clustering of PubMed Query Results.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Support Vector Machines for Visualization and Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

Projection Pursuit Constructive Neural Networks Based on Quality of Projected Clusters.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

Fuzzy Symbolic Dynamics for Neurodynamical Systems.

[BibT_eX]

[DOI]

Krzysztof Dobosz

Proceedings of the Artificial Neural Networks, 2008

Building Localized Basis Function Networks Using Context Dependent Clustering.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

Comparison of Shannon, Renyi and Tsallis Entropy Used in Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2008

A Comparison of Methods for Learning of Highly Non-separable Problems.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2008

Cognitive Architectures: Where do we go from here?

[BibT_eX]

[DOI]

Richard Jayadi Oentaryo

Michel Pasquier

Proceedings of the Artificial General Intelligence 2008, 2008

2007

Towards Comprehensive Foundations of Computational Intelligence.

[BibT_eX]

[DOI]

Proceedings of the Challenges for Computational Intelligence, 2007

What Is Computational Intelligence and Where Is It Going?

[BibT_eX]

[DOI]

Proceedings of the Challenges for Computational Intelligence, 2007

Introduction.

[BibT_eX]

[DOI]

Stefanos D. Kollias

Andreas Stafylopatis

Integr. Comput. Aided Eng., 2007

Intuition, Insight, Imagination and Creativity.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2007

Semantic Memory Knowledge Acquisition Through Active Dialogues.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Neurolinguistic Approach to Vector Representation of Medical Concepts.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

A Kolmogorov-Smirnov Correlation-Based Filter for Microarray Data.

[BibT_eX]

[DOI]

Jacek Biesiada

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Learning Highly Non-separable Boolean Functions Using Constructive Feedforward Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

Towards Understanding of Natural Language: Neurocognitive Inspirations.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

Medical Acronym Disambiguation Using Online Sources.

[BibT_eX]

Proceedings of the International Conference on Enterprise Information Systems and Web Technologies, 2007

Influence of a priori Knowledge on Medical Document Categorization.

[BibT_eX]

[DOI]

Lukasz Itert

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

A shared task involving multi-label classification of clinical free text.

[BibT_eX]

[DOI]

Proceedings of the Biological, translational, and clinical language processing, 2007

2006

Preparing Clinical Text for Use in Biomedical Research.

[BibT_eX]

[DOI]

J. Database Manag., 2006

Computational Creativity.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2006

Prototype-Based Threshold Rules.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 13th International Conference, 2006

Robot Space Exploration Using Peano Paths Generated by Self-Organizing Maps.

[BibT_eX]

[DOI]

W. K. Lee

G. S. Ng

Proceedings of the Ninth International Conference on Control, 2006

K-Separability.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2006

Nonambiguous Concept Mapping in Medical Domain.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Selection of Prototype Rules: Context Searching Via Clustering.

[BibT_eX]

[DOI]

Tadeusz Wieczorek

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Unambiguous Concept Mapping in Radiology Reports: Graphs of Consistent Concepts.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2006, 2006

Filter Methods.

[BibT_eX]

[DOI]

Proceedings of the Feature Extraction - Foundations and Applications, 2006

2005

Uncertainty of data, fuzzy membership functions, and multilayer perceptrons.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2005

Concept Description Vectors and the 20 Question Game.

[BibT_eX]

[DOI]

Tomasz Sarnatowicz

Proceedings of the Intelligent Information Processing and Web Mining, 2005

Minimum Spanning Trees Displaying Semantic Similarity.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Processing and Web Mining, 2005

Medical Document Categorization Using <i>a Priori Knowledge</i>.

[BibT_eX]

[DOI]

Lukasz Itert

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

Support Vector Neural Training.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Semantic Memory for Avatars in Cyberspace.

[BibT_eX]

[DOI]

Tomasz Sarnatowicz

Proceedings of the 4th International Conference on Cyberworlds (CW 2005), 2005

Feature Selection for High-Dimensional Data: A Kolmogorov-Smirnov Correlation-Based Filter.

[BibT_eX]

[DOI]

Jacek Biesiada

Proceedings of the Computer Recognition Systems, 2005

2004

Computational intelligence methods for rule-based data understanding.

[BibT_eX]

[DOI]

Rudy Setiono

Jacek M. Zurada

Proc. IEEE, 2004

Development of a Pediatric Text-Corpus for Part-of-Speech Tagging.

[BibT_eX]

Lukasz Itert

Proceedings of the Intelligent Information Processing and Web Mining, 2004

Fuzzy Rule-Based Systems Derived from Similarity to Prototypes.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 11th International Conference, 2004

On Some Factors Influencing MLP Error Surface.

[BibT_eX]

[DOI]

Miroslaw Kordos

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Visualization of Hidden Node Activity in Neural Networks: II. Application to RBF Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Visualization of Hidden Node Activity in Neural Networks: I. Visualization Methods.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2002

Meta-learning via Search Combined with Parameter Optimization.

[BibT_eX]

Proceedings of the Intelligent Information Systems 2002, 2002

Heterogeneous Forests of Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2002

2001

A new methodology of extraction, optimization and application of crisp and fuzzy logical rules.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2001

Ensembles of Similarity-based Models.

[BibT_eX]

Proceedings of the Intelligent Information Systems 2001, 2001

Optimal transfer function neural networks.

[BibT_eX]

[DOI]

Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

Transfer functions: hidden possibilities for better neural networks.

[BibT_eX]

[DOI]

Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

Constructive density estimation network based on several different separable transfer functions.

[BibT_eX]

[DOI]

Geerd H. F. Diercksen

Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

2000

Taxonomy of Neural Transfer Functions.

[BibT_eX]

[DOI]

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

SBL-PM: A Simple Algorithm for Selection of Reference Instances for Similarity Based Methods.

[BibT_eX]

Proceedings of the Intelligent Information Systems, 2000

Optimization and Interpretation of Rule-based Classifiers.

[BibT_eX]

Proceedings of the Intelligent Information Systems, 2000

1999

Neural Networks in Non-Euclidean Spaces.

[BibT_eX]

[DOI]

Geerd H. F. Diercksen

Neural Process. Lett., 1999

Hybrid Neural-global Minimization Method of Logical Rule Extraction.

[BibT_eX]

[DOI]

Grzegorz Zal

J. Adv. Comput. Intell. Intell. Informatics, 1999

Search and global minimization in similarity-based methods.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

Optimization of logical rules derived by neural procedures.

[BibT_eX]

[DOI]

Grzegorz Zal

Proceedings of the International Joint Conference Neural Networks, 1999

Neural networks in non-Euclidean metric spaces.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Extraction of Logical Rules from Neural Networks.

[BibT_eX]

[DOI]

Neural Process. Lett., 1998

Statistical Methods for Construction of Neural Networks.

[BibT_eX]

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

1997

Logical Rules for Classification of Medical Data Using Ontogenic Neural Algorithm.

[BibT_eX]

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

Extraction of crisp logical rules using constructive constrained backpropagation networks.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Extraction of crisp logical rules using constrained backpropagation networks.

[BibT_eX]

[DOI]