Wlodzislaw Duch

Wlodzislaw Duch

Professor

Uniwersytet Mikołaja Kopernika, 87100, Toruń, Poland.

About

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Prof. Włodzisław Duch,
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Head, NeuroCognitive Laboratory at the Centre for Modern Interdisciplinary Technologies
Head, Neuroinformatics and Artificial Intelligence group, University Center of Excellence in Dynamics, Mathematical Analysis and Artificial Intelligence, at Nicolaus Copernicus University in Torun, Poland
Past President, European Neural Network Society, ENNS
Fellow, International Neural Network Society, INNS
Fellow, Asia-Pacific Artificial Intelligence Association, APAIA
Fellow, International Artificial Intelligence Industry Alliance, IAIIA
Fellow, World Academy of Artificial Consciousness, WAAC
Life Senior Member of IEEE

Work

Uniwersytet Mikołaja Kopernika

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Professor

Poland

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Education

Uniwersytet Mikolaja Kopernika w Toruniu

Poland
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PhD

Publications

Real-Time Sensor-Based Human Activity Recognition for eFitness and eHealth Platforms

Sensors

journal-article

Asymptotic Spatiotemporal Averaging of the Power of EEG Signals for Schizophrenia Diagnostics

book-chapter

Artificial Intelligence and the Limits of the Humanities

Er(r)go. Teoria - Literatura - Kultura

journal-article

Schizophrenia Detection Using EEG: A Study on Frequency Relevance

conference-paper

Real-Time Sensor-Based Human Activity Recognition for eFitness and eHealth Platforms

Sensors

journal-article

Privacy-Preserving Brain–Computer Interfaces: A Systematic Review

IEEE Transactions on Computational Social Systems

journal-article

Concept Representation and the Geometric Model of Mind

Studies in Logic, Grammar and Rhetoric

journal-article

Learnability evaluation of the markup language for designing applications controlled by gaze

International Journal of Human-Computer Studies

journal-article

Privacy-Preserving Domain Adaptation for Motor Imagery-Based Brain-Computer Interfaces

IEEE Transactions on Biomedical Engineering

journal-article

Privacy-Preserving Domain Adaptation for Motor Imagery-based Brain-Computer Interfaces.

IEEE transactions on bio-medical engineering

journal-article

Kosmos i życie

book

Analysis of Dynamics of Emergence and Decline of Scientific Ideas Based on Optimistic and Pessimistic Fuzzy Aggregation Norms

book-chapter

Improving the generalizability of infant psychological research: The ManyBabies model.

The Behavioral and brain sciences

journal-article

Imagery Agnosia and its Phenomenology

Roczniki Psychologiczne

journal-article

Imagery Agnosia and its Phenomenology

Annals of Psychology

journal-article

SUPFUNSIM: Spatial Filtering Toolbox for EEG.

Neuroinformatics

journal-article

Imagery agnosia and its phenomenology

preprint

Number line estimation strategies used by children with dyscalculia and typically developing controls

Przegląd Psychologiczny

journal-article

Strategie szacowania miejsca liczb na osi u dzieci z dyskalkulią i typowo rozwijających się

Przegląd Psychologiczny

journal-article

Memetics and neural models of conspiracy theories

Patterns

journal-article

Zagadnienie interdyscyplinarności w perspektywie polityki naukowej w Polsce

Zagadnienia Naukoznawstwa

journal-article

Novel Methodological Tools for Behavioral Interventions: The Case of HRV-Biofeedback. Sham Control and Quantitative Physiology-Based Assessment of Training Quality and Fidelity

Sensors

journal-article

Novel Methodological Tools for Behavioral Interventions: The Case of HRV-Biofeedback. Sham Control and Quantitative Physiology-Based Assessment of Training Quality and Fidelity

Sensors

journal-article

Improving the generalizability of infant psychological research: The ManyBabies model

preprint

Improving the generalizability of infant psychological research: The ManyBabies model

preprint

supFunSim: Spatial Filtering Toolbox for EEG

Neuroinformatics

journal-article

Scientists’ Contribution to Science and Methods of Its Visualization

Advances in Intelligent Systems and Computing

book

Modelling effects of consciousness disorders in brainstem computational model – Preliminary findings

Bio-Algorithms and Med-Systems

journal-article

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

Bio-Algorithms and Med-Systems

journal-article

Experiential Learning Styles and Neurocognitive Phenomics

other

IDyOT architecture - is this how minds operate?

Physics of Life Reviews

journal-article

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

Bio-Algorithms and Med-Systems

journal-article

Projekty MetaLab i ManyBabies. Metaanalizy w psychologii rozwojowej

Psychologia Rozwojowa

journal-article

Scientists’ Contribution to Science and Methods of Its Visualization

book-chapter

Dynamic reconfiguration of functional brain networks during working memory training

Nature Communications

journal-article

Dynamic reconfiguration of functional brain networks during working memory training

Nature Communications

journal-article

Spatiotemporal complexity patterns of resting-state bioelectrical activity explain fluid intelligence: Sex matters.

Human brain mapping

journal-article

Spatiotemporal complexity patterns of resting-state bioelectrical activity explain fluid intelligence: Sex matters

Human Brain Mapping

journal-article

Author Correction: Dynamic reconfiguration of functional brain networks during working memory training

Nature Communications

journal-article

Author Correction: Dynamic reconfiguration of functional brain networks during working memory training (Nature Communications, (2020), 11, 1, (2435), 10.1038/s41467-020-15631-z)

Nature Communications

journal-article

Early deafness leads to re-shaping of functional connectivity beyond the auditory cortex.

Brain imaging and behavior

journal-article

Early deafness leads to re-shaping of functional connectivity beyond the auditory cortex

Brain Imaging and Behavior

journal-article

IDyOT architecture - is this how minds operate?

Physics of Life Reviews

journal-article

Mind as a shadow of neurodynamics

Physics of Life Reviews

journal-article

Dynamic reconfiguration of functional brain networks during working memory training

other

Mind as a shadow of neurodynamics

Physics of Life Reviews

journal-article

Dynamic reconfiguration of functional brain networks during working memory training

other

supFunSim: spatial filtering toolbox for EEG

preprint

Modeling of scientific publications disciplinary collocation based on optimistic fuzzy aggregation norms

Advances in Intelligent Systems and Computing

book

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

European Signal Processing Conference

conference-paper

Multi-level explanations in neuroscience I: From genes to subjective experiences

Acta Physica Polonica B

journal-article

Multi-level Explanations in Neuroscience I: From genes to subjective experiences.

Acta Physica Polonica B

journal-article

Multi-level Explanations in Neuroscience II: EEG Spectral Fingerprints and Tensor Decompositions for Understanding Brain Activity - initial results.

Acta Physica Polonica B

journal-article

Hylomorphism Extended: Dynamical Forms and Minds

Philosophies

journal-article

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

Bio-Algorithms and Med-Systems

journal-article

Brain stem modeling at a system level-chances and limitations

Bio-Algorithms and Med-Systems

journal-article

Meta-learning: searching in the model space

arXiv preprint arXiv:1806.06207

journal-article

MovEye: Gaze control of video playback

Proceedings - COGAIN 2018: Communication by Gaze Interaction

conference-paper

Multi-level explanations in neuroscience II: EEG spectral fingerprints and tensor decompositions for understanding brain activity - Initial results

Acta Physica Polonica B

journal-article

System wirtualnej rzeczywistósci wspomagający rehabilitację osób wybudzonych ze ́spiączki.

Neuromania, Toruń, 27-28.05

conference-paper

Transition of the functional brain network related to increasing cognitive demands

Human Brain Mapping

journal-article

Why minds cannot be received, but are created by brains

Scientia et Fides

journal-article

GCAF: Narzędzie do tworzenia eksperymentów dotyczących badania nabywania mowy i treningu z interakcją wzrokową u niemowląt.

Lingwistyka Stosowana (Applied Linguistics / Angewandte Linguistik)

journal-article

Pień mózgu. Przybliżenie aspektów medycznych dzięki modelowaniu biocybernetycznemu.

book

Frontal complexity: higher variability correlates with lower creativity and lower HRV.

Neuronus-IBRO & IRUN Neuroscience Forum, Kraków

conference-paper

Neural network modelling of the influence of channelopathies on reflex visual attention

Cognitive neurodynamics

journal-article

Neural network modelling of the influence of channelopathies on reflex visual attention

Cognitive Neurodynamics

journal-article

HRV-biofeedback: the effects of session count on psychophysiological functioning -- preliminary results.

Aspects of Neuroscience

conference-paper

Life sciences and the quality of life

European Files

journal-article

Recent advances in learning theory

Computational intelligence and neuroscience

journal-article

Recent Advances in Learning Theory

Computational Intelligence and Neuroscience

journal-article

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

IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings

conference-paper

Memetics and Neural Models of Conspiracy Theories.

http://arxiv.org/abs/1508.04561

other

ICANN 2014: 24th International Conference on Artificial Neural Networks. Artificial Neural Networks and Machine Learning.

conference-paper

Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Multiple inheritance problem in semantic spreading activation networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Modelowanie pnia m�zgu

Tadeusiewicz R, Korbicz J, Rutkowski L, Duch W (Eds), Sieci neuronowe w inżynierii biomedycznej.

book-chapter

Sieci neuronowe w in�ynierii biomedycznej.

book

Sieci neuronowe w in�ynierii biomedycznej.

book-chapter

Autism and ADHD - Two ends of the same spectrum?

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Braingene: Computational creativity algorithm that invents novel interesting names

Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Human-Like Intelligence, CIHLI 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013

conference-paper

Computational creativity

Encyclopedia of Systems Biology

journal-article

Learning while we are connected.

book-chapter

Extraction of prototype-based threshold rules using neural training procedure

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

4th International Symposium Advances in Artificial Intelligence and Applications.

conference-paper

Adaptive algorithm for interactive question-based search

IFIP Advances in Information and Communication Technology

book

Annotating words using wordnet semantic glosses

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Artificial Neural Networks and Machine Learning, Part II--ICANN 2012

conference-paper

Artificial Neural Networks and Machine Learning. Part I--ICANN 2012

conference-paper

Cognitive architectures and autonomy: Commentary and Response

Journal of Artificial General Intelligence

journal-article

Context Search Algorithm for Lexical Knowledge Acquisition

Control and Cybernetics

journal-article

Context Search algorithm for lexical knowledge acquisition

Control and Cybernetics

journal-article

Feature ranking methods used for selection of prototypes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Information retrieval with semantic memory model

Cognitive Systems Research

journal-article

Information retrieval with semantic memory model

Cognitive Systems Research

journal-article

Locally optimized kernels

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Make it cheap: Learning with O(nd) complexity

Proceedings of the International Joint Conference on Neural Networks

conference-paper

Recursive similarity-based algorithm for deep learning

International Conference on Neural Information Processing

conference-paper

Recursive similarity-based algorithm for deep learning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Self organizing maps for visualization of categories

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Foresight 2020

Foresight 2020, book chapter (2012)

book-chapter

What would the robots play? Interview with J. Kevin O'Regan

Avant. The Journal of the Philosophical-Interdisciplinary Vanguard.

journal-article

Visualization for understanding of neurodynamical systems

Cognitive Neurodynamics

journal-article

Visualization for understanding of neurodynamical systems

Cognitive Neurodynamics

journal-article

Machine learning competition in immunology - Prediction of HLA class I binding peptides

Journal of Immunological Methods

journal-article

Neurocomputational models of brain disorders

Neural Networks

journal-article

Neurodynamics and the mind

Proceedings of the International Joint Conference on Neural Networks

conference-paper

Artificial Neural Networks and Machine Learning--ICANN 2011

Springer

edited-book

Attractors in neurodynamical systems

Advances in Cognitive Neurodynamics (II)

book-chapter

Fast projection pursuit based on quality of projected clusters

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

ICANN 2011, Artificial Neural Networks and Machine Learning Research. Part II

conference-paper

ICANN 2011: Artificial Neural Networks and Machine Learning Research, Part I.

conference-paper

Sieci Neuronowe w Modelowaniu Chorób Psychicznych

Sieci neuronowe w inżynierii biomedycznej. Eds: Tadeusiewicz R, Duch W, Korbicz J, Rutkowski L

book-chapter

Induction of the common-sense hierarchies in lexical data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Optimal support features for meta-learning

Studies in Computational Intelligence

book

Jak reprezentowane są pojęcia w mózgu i co z tego wynika

Pojęcia. Jak reprezentujemy i kategoryzujemy ́swiat. Red. J. Bremer, A. Chuderski

book-chapter

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

Neural Networks

journal-article

ICANN 2010: 20th International Conference on Artificial Neural Networks, Part I.

conference-paper

Almost Random Projection Machine with Margin Maximization and Kernel Features

Lecture Notes in Computer Science

journal-article

Almost random projection machine with margin maximization and kernel features

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Detection of structural features in biological signals

Journal of Signal Processing Systems

journal-article

Discovering data structures using meta-learning, visualization and constructive neural networks

Studies in Computational Intelligence

book

Forensics of features in the spectra of biological signals

International journal for bioelectromagnetism

journal-article

ICANN 2010: 20th International Conference on Artificial Neural Networks, Part II.

conference-paper

ICANN 2010: 20th International Conference on Artificial Neural Networks, Part III.

conference-paper

Improving accuracy of LVQ algorithm by instance weighting

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Infosel++: Information based feature selection c++ library

International Conference on Artificial Intelligence and Soft Computing

conference-paper

Infosel++: Information based feature selection C++ Library

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Proceedings of the 9th International Conference on Information and Management Sciences

conference-paper

Pruning classification rules with reference vector selection methods

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Representation of hypertext documents based on terms, links and text compressibility

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Support Feature Machine for DNA microarray data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Support feature machines: Support vectors are not enough

Proceedings of the International Joint Conference on Neural Networks

conference-paper

Triangular visualization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Understanding neurodynamical systems via fuzzy symbolic dynamics

Neural Networks

journal-article

Understanding neurodynamical systems via Fuzzy Symbolic Dynamics

Neural Networks

journal-article

Weak brain connectivity and causality measures

Frontiers in Computational Neuroscience

journal-article

Constructive neural network algorithms that solve highly non-separable problems

Studies in Computational Intelligence

book

Neurocognitive approach to clustering of PubMed query results

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Neurocognitive approach to creativity in the domain of word-invention

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Proceedings of the 8ts International Conference on Information and Management Sciences

conference-paper

Some computational aspects of the brain computer interfaces based on inner music

Computational Intelligence and Neuroscience

journal-article

Almost random projection machine

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Universal learning machines

Lecture Notes in Computer Science

journal-article

Universal learning machines

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Constrained learning vector quantization or relaxed k-separability

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Challenges for Computational Intelligence

IEEE TRANSACTIONS ON NEURAL NETWORKS

journal-article

Almost random projection machine

Lecture Notes in Computer Science

journal-article

Knowledge representation and acquisition for large-scale semantic memory

Proceedings of the International Joint Conference on Neural Networks

conference-paper

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

Neural Networks

journal-article

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

Neural Networks

journal-article

Projection pursuit constructive neural networks based on quality of projected clusters

Lecture Notes in Computer Science

journal-article

Projection pursuit constructive neural networks based on quality of projected clusters

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Prototype rules from SVM

Studies in Computational Intelligence

book

Support vector machines for visualization and dimensionality reduction

Lecture Notes in Computer Science

conference-paper

Support vector machines for visualization and dimensionality reduction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Variable step search algorithm for feedforward networks

Neurocomputing

journal-article

Variable step search algorithm for feedforward networks

Neurocomputing

journal-article

Preface

Neural Networks

journal-article

Preparing clinical text for use in biomedical research

Medical Informatics: Concepts, Methodologies, Tools, and Applications

book

A Kolmogorov-Smirnov Correlation-Based Filter for Microarray Data

Lecture Notes in Computer Science

journal-article

A Kolmogorov-Smirnov correlation-based filter for microarray data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

A comparison of methods for learning of highly non-separable problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Building localized basis function networks using context dependent clustering

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Cognitive Architectures: Where do we go from here?

Frontiers in Artificial Intelligence and Applications

book-chapter

Cognitive architectures: Where do we go from here?

Frontiers in Artificial Intelligence and Applications

book

Comparison of shannon, renyi and tsallis entropy used in decision trees

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Fuzzy symbolic dynamics for neurodynamical systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

International Conference on Artificial Neural Networks (ICANN 2006)

Neurocomputing

journal-article

What is Computational Intelligence and where is it going?

Challenges for computational intelligence

book-chapter

What is computational intelligence and where is it going?

Studies in Computational Intelligence

book

Creativity and the brain

Creativity: A Handbook for Teachers

book

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

Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing

conference-paper

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

ACL 2007 - Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing

conference-paper

Artificial Neural Networks ICANN 2007 00: 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings

other

Artificial intelligence approaches for rational drug design and discovery

Current pharmaceutical design

journal-article

Artificial intelligence approaches for rational drug design and discovery

Current Pharmaceutical Design

journal-article

Challenges for Computational Intelligence

Challenges for Computational Intelligence

book-chapter

Challenges for Computational Intelligence.

book

Computational models of dementia and neurological problems.

Methods in molecular biology (Clifton, N.J.)

journal-article

Computational models of dementia and neurological problems.

Methods in molecular biology (Clifton, N.J.)

journal-article

Computational models of dementia and neurological problems.

Methods in molecular biology (Clifton, N.J.)

journal-article

Experiments with computational creativity

Neural Information Processing--Letters and Reviews

journal-article

Feature selection for high-dimensional data - A pearson redundancy based filter

Advances in Soft Computing

book

Feature selection for high-dimensional data—a Pearson redundancy based filter

Advances in Soft Computing

book-chapter

General CIDM co-chairs' welcome letter

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

conference-paper

ICANN 2007: Proceedings of the 17th International Conference on Artificial Neural Networks, Part I.

conference-paper

ICANN 2007: Proceedings of the 17th International Conference on Artificial Neural Networks, Part II.

conference-paper

Influence of a priori knowledge on medical document categorization

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

conference-paper

Integrated Computer-Aided Engineering: Introduction

Integrated Computer-Aided Engineering

journal-article

International Journal of Neural Systems: Introduction

International Journal of Neural Systems

journal-article

Introduction to the special issue.

International Journal of Neural Systems,

journal-article

Intuition insight, imagination and creativity

IEEE Computational Intelligence Magazine

journal-article

Intuition, insight, imagination and creativity

IEEE Computational Intelligence Magazine

journal-article

Learning highly non-separable boolean functions using constructive feedforward neural network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Medical acronym disambiguation using online sources

International Conference on Enterprise Information Systems and Web Technologies 2007, EISWT 2007

conference-paper

Neurolinguistic approach to vector representation of medical concepts

International Joint Conference on Neural Networks (IJCNN 2007)

conference-paper

Neurolinguistic approach to vector representation of medical concepts

IEEE International Conference on Neural Networks - Conference Proceedings

conference-paper

Semantic memory knowledge acquisition through active dialogues

IEEE International Conference on Neural Networks - Conference Proceedings

conference-paper

Towards avatars with artificial minds: Role of semantic memory

Journal of Ubiquitous Computing and Intelligence

journal-article

Towards comprehensive foundations of computational intelligence

Challenges for Computational Intelligence

book-chapter

Towards comprehensive foundations of computational intelligence

Studies in Computational Intelligence

book

Towards understanding of natural language: Neurocognitive inspirations

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Unambiguous concept mapping in radiology reports: graphs of consistent concepts.

AMIA ... Annual Symposium proceedings. AMIA Symposium

journal-article

ICANN 2006: 16th International Conference on Artificial Neural Networks. Part I.

16th International Conference on Artificial Neural Networks (ICANN 2006), Sep, 2006, Athens, Greece

conference-paper

ICANN 2006: 16th International Conference on Artificial Neural Networks. Part II.

16th International Conference on Artificial Neural Networks (ICANN 2006), Sep, 2006, Athens, Greece

conference-paper

K-separability

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Margin-based feature selection filters for microarray gene expression data

International Journal of Information Technology and Intelligent Computing

journal-article

Nonambiguous concept mapping in medical domain

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Computational creativity

IEEE International Conference on Neural Networks - Conference Proceedings

conference-paper

Preparing clinical text for use in biomedical research

Journal of Database Management (JDM)

journal-article

Filter methods

Feature Extraction. Studies in Fuzziness and Soft Computing

book-chapter

Preparing clinical text for use in biomedical research

Journal of Database Management

journal-article

Prototype-based threshold rules

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Filter methods

Studies in Fuzziness and Soft Computing

book

Robot space exploration using peano paths generated by self-organizing maps

9th International Conference on Control, Automation, Robotics and Vision, 2006, ICARCV '06

conference-paper

Selection of prototype rules: Context searching via clustering

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Unambiguous concept mapping in radiology reports: graphs of consistent concepts.

AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium

journal-article

Unambiguous concept mapping in radiology reports: graphs of consistent concepts.

AMIA ... Annual Symposium proceedings. AMIA Symposium

journal-article

Semantic memory for Avatars in cyberspace

Proceedings - 2005 International Conference on Cyberworlds, CW 2005

conference-paper

ICANN 2005: 15th International Conference on Artificial Neural Networks. Biological Inspirations.

conference-paper

Brain-inspired conscious computing architecture

The Journal of mind and behavior

journal-article

Brain-inspired conscious computing architecture

Journal of Mind and Behavior

journal-article

Feature ranking methods based on information entropy with parzen windows

International Conference on Research in Electrotechnology and Applied Informatics

conference-paper

Feature selection for high-dimensional data: A kolmogorov-smirnov correlation-based filter

Computer Recognition Systems

book-chapter

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Medical document categorization using a priori knowledge

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Rules, similarity, and threshold logic

Behavioral and Brain Sciences

journal-article

Rules, similarity, and threshold logic

Behavioral and Brain Sciences

journal-article

Support vector neural training

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Threshold rules decision list

Methods of artificial intelligence, Gliwice. AI-METH Series

journal-article

Uncertainty of data, fuzzy membership functions, and multilayer perceptrons

IEEE transactions on neural networks

journal-article

Uncertainty of data, fuzzy membership functions, and multilayer perceptrons

IEEE Transactions on Neural Networks

journal-article

ICANN 2005: 15th International Conference on Artificial Neural Networks. Formal Models and Their Applications.

conference-paper

On some factors influencing MLP error surface

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

conference-paper

Visualization of hidden node activity in neural networks: I. visualization methods

International Conference on Artificial Intelligence and Soft Computing

conference-paper

Machine Intelligence. Quo Vadis?

Machine Intelligence: Quo Vadis?

book-chapter

Variable step search algorithm for MLP training

Proceedings of the Eighth IASTED International Conference on Artificial Intelligence and Soft Computing

conference-paper

A survey of factors influencing MLP error surface

Control and Cybernetics

journal-article

Comparison of feature ranking methods based on information entropy

Proceedings of International Joint Conference on Neural Networks

conference-paper

Comparison of feature ranking methods based on information entropy

IEEE International Conference on Neural Networks - Conference Proceedings

conference-paper

Computational intelligence methods for rule-based data understanding

Proceedings of the IEEE

journal-article

Computational intelligence methods for rule-based data understanding

Proceedings of the IEEE

journal-article

Fuzzy rule-based systems derived from similarity to prototypes

Lecture Notes in Computer Science

conference-paper

Fuzzy rule-based systems derived from similarity to prototypes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Visualization of hidden node activity in neural networks: II. application to RBF networks

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

conference-paper

Visualization of hidden node activity in neural networks: I. Visualization methods

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

conference-paper

A posteriori corrections to classification methods

Neural Networks and Soft Computing

book-chapter

Just bubbles?

Behavioral and Brain Sciences

journal-article

What is computational intelligence and what could it become

Computational Intelligence, Methods and Applications Lecture Notes NTU, Singapour

journal-article

Coloring black boxes: visualization of neural network decisions

Neural Networks, 2003. Proceedings of the International Joint Conference on

conference-paper

Coloring black boxes: Visualization of neural network decisions

Proceedings of the International Joint Conference on Neural Networks

conference-paper

Committees of undemocratic competent models

Proc. of Int. Conf. on Artificial Neural Networks (ICANN), Istanbul

conference-paper

Heterogeneous forests of decision trees

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

book

Heterogeneous adaptive systems

Proceedings of the International Joint Conference on Neural Networks

conference-paper

Feature selection based on information theory filters and feature elimination wrapper methods

Neural Networks and Soft Computing (eds. L. Rutkowski and J. Kacprzyk)

book-chapter

Feature selection based on information theory, consistency and separability indices

Int. Conf. on Neural Information Processing (ICONIP), Singapore

conference-paper

Feature selection based on information theory, consistency and separability indices

ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age

conference-paper

Geometryczny model umysłu

Kognitywistyka i Media w Edukacji

journal-article

Heterogeneous forests of decision trees

International Conference on Artificial Neural Networks

conference-paper

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

Neural Networks, IEEE Transactions on

journal-article

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

IEEE Transactions on Neural Networks

journal-article

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

ESANN

conference-paper

Facing the hard question

Behavioral and Brain Sciences

journal-article

Facing the hard question

Behavioral and Brain Sciences

journal-article

Prototype based rules-a new way to understand the data

Neural Networks, 2001. Proceedings. IJCNN'01. International Joint Conference on

conference-paper

Prototype based rules - a new way to understand the data

Proceedings of the International Joint Conference on Neural Networks

conference-paper

Transfer functions: hidden possibilities for better neural networks.

Proceedings of the Ninth European Symposium on Artificial Neural Networks (ESANN), Brugge, Belgium 2001

conference-paper

Sieci neuronowe.

book

[Consciousness and models of brain dynamics].

Neurologia i neurochirurgia polska

journal-article

Biocybernetyka 2000, Tom 6: Sieci neuronowe.

book-chapter

Biocybernetyka i inĪynieria biomedyczna 2000. Sieci neuronowe

other

Book review: Statistics and Neural Networks: Advances at the Interface. J.W. Kay and D.M. Titterington (eds.).

EEE Transactions on Neural Networks

journal-article

Classification, Association and Pattern Completion using Neural Similarity Based Methods.

International Journal of Applied Mathemathics and Computer Science

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Computational intelligence methods and data understanding

STUDIES IN FUZZINESS AND SOFT COMPUTING

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Consciousness and models of brain dynamics,Swiadomość i dynamiczne modele działania mózgu.

Neurologia i neurochirurgia polska

journal-article

Eliminators and classifiers

7th International Conference on Neural Information Processing (ICONIP), Dae-jong, Korea

conference-paper

Fuzzy and crisp logical rule extraction methods in application to medical data

Fuzzy systems in Medicine

book-chapter

Interactive data exploration using MDS mapping

Proceedings of the Fifth Conference: Neural Networks and Soft Computing

conference-paper

Model FSM w zastosowaniu do klasyfikacji.

Biocybernetyka 2000, Tom 6: Sieci neuronowe

book-chapter

Neural methods of knowledge extraction

Control and Cybernetics

journal-article

Optimization and interpretation of rule-based classifiers

Advances in Soft Computing

book

SBL-PM: A simple algorithm for selection of reference instances in similarity based methods

Advances in Soft Computing

book

Sieci neuronowe w modelowaniu zaburzeń neuropsychologicznych i chorób psychicznych

W: Biocybernetyka

journal-article

Similarity-based methods: a general framework for classification, approximation and association

Control and Cybernetics

journal-article

Similarity-based methods: A general framework for classification, approximation and association

Control and Cybernetics

journal-article

Taxonomy of neural transfer functions

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

conference-paper

Taxonomy of neural transfer functions

Proceedings of the International Joint Conference on Neural Networks

conference-paper

The separability of split value criterion

In Proceedings of the 5th Conference on Neural Networks and Their Applications

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Therapeutic applications of computer models of brain activity for Alzheimer disease.

J. Medical Informatics and Technologies

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́Swiadomósć i dynamiczne modele działania mózgu

Neurologia i Neurochirurgia Polska

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Survey of neural transfer functions

Neural Computing Surveys

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A general purpose separability criterion for classification systems

journal-article

Alternatives to gradient-based neural training

Fourth Conf. on Neural Networks and Their Applications

conference-paper

Consciouss mind as a limit of brain-like computing

Minds and Machines

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Hybrid Neural-global Minimization Method of Logical Rule Extraction.

JACIII

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Methodology of extraction, optimization and application of logical rules

Intelligent Information Systems VIII, Ustron, Poland

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Metody uczenia maszynowego w analizie danych psychometrycznych. Zastosowanie do wielowymiarowego kwestionariusza osobowósci MMPI-WISKAD.

book

Neural networks in non-Euclidean metric spaces

Proceedings of the International Joint Conference on Neural Networks

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Neural networks in non-euclidean spaces

Neural Processing Letters

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Weighting and selection of features

Intelligent Information Systems VII, Ustron, Poland

journal-article

Neural networks in non-Euclidean spaces

Neural Processing Letters

journal-article

Neural optimization of linguistic variables and membership functions

Proc. Int. Conf. Neural Information Processing

conference-paper

Neural optimization of linguistic variables and membership functions

ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings

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Optimization of logical rules derived by neural procedures

Proceedings of the International Joint Conference on Neural Networks

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SGA derivation of matrix elements between spin-adapted perturbative wave functions

International Journal of Quantum Chemistry

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Search and global minimization in similarity-based methods

Proceedings of the International Joint Conference on Neural Networks

conference-paper

Proceedings of the 5th International Conference on Engineering Applications of Neural Networks.

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Minimal distance neural methods

IEEE International Conference on Neural Networks - Conference Proceedings

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Czym jest kognitywistyka

Kognitywistyka i Media w Edukacji

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Extraction of logical rules from neural networks

Neural Processing Letters

journal-article

Extraction of logical rules from neural networks

Neural Processing Letters

journal-article

Extraction of Logical Rules from Neural Networks

Neural Processing Letters

journal-article

Minimal distance neural methods

Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on

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Optimization and global minimization methods suitable for neural networks

Neural computing surveys

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Platonic model of mind as an approximation to neurodynamics

Brain-like computing and intelligent information systems

book-chapter

Rule extraction from linguistic rule networks and from fuzzy neural networks: Propositional versus fuzzy rules

Fourth Int. Conf. on Neural Networks and their Applications

conference-paper

Statistical Methods for Construction of Neural Networks

International Conference on Neural Information Processing, ICONIP'98, Kitakyushu, Japan

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Yves Burnod, An Adaptive Neural Network: The Cerebral Cortex

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Artificial Intelligence Support for Computational Chemistry

Advances in Quantum Chemistry

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Extraction of crisp logical rules using constructive constrained backpropagation networks

Neural Networks, 1997., International Conference on

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Extraction of crisp logical rules using constructive constrained backpropagation networks

IEEE International Conference on Neural Networks - Conference Proceedings

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Fascynujący ́swiat komputerów.

book

Initialization and optimization of multilayered perceptrons

Third conference on neural networks and their applications

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Initialization of adaptive parameters in density networks

Proc. 3rd Conf. Neural Networks

conference-paper

Neural minimal distance methods

Proc. 3-rd Conf. on Neural Networks and Their Applications, Kule, Poland

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New developments in the feature space mapping model

Third Conference on Neural Networks and Their Applications

conference-paper

New neural transfer functions

Applied Mathematics and Computer Science

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Fascynujący ́swiat programów komputerowych.

book

From cognitive models to neurofuzzy systems-the mind space approach

Systems Analysis-Modelling-Simulation

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Computational physics of the mind

Computer Physics Communications

journal-article

Computational physics of the mind

Computer Physics Communications

journal-article

Extraction of logical rules from training data using backpropagation networks

The 1st Online Workshop on Soft Computing

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From brain to mind to consciousness without hard problems

Cognitive Symposium

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From cognitive models to neurofuzzy systems - the mind space approach

Systems Analysis Modelling Simulation

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Feature Space Mapping as a universal adaptive system

Computer Physics Communications

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Feature Space Mapping as a universal adaptive system

Computer Physics Communications

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Feature space mapping as a universal adaptive system

Computer Physics Communications

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Size-extensivity corrections in configuration interaction methods

The Journal of Chemical Physics

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Floating Gaussian Mapping: a new model of adaptive systems

Neural Network World

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Floating Gaussian mapping: A new model of adaptive systems

Neural Network World

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Neural networks as tools to solve problems in physics and chemistry

Computer Physics Communications

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Neural networks as tools to solve problems in physics and chemistry

Computer Physics Communications

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Neural networks as tools to solve problems in physics and chemistry

Computer Physics Communications

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On multireference superdirect configuration interaction in third order

International Journal of Quantum Chemistry

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Quantitative measures for self-organizing topographic maps

Open Systems & Information Dynamics

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Quantitative measures for self-organizing topographic maps

Open Systems & Information Dynamics

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Size-extensivity corrections in configuration interaction methods

The Journal of Chemical Physics

journal-article

Perturbation theory in multireference spaces

Physical Review A

journal-article

Perturbation theory in multireference spaces

Physical Review A

journal-article

Configuration interaction method: the past and future perspectives

Journal of Molecular Structure: THEOCHEM

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CI calculation on the Rydberg spectrum of H3

Chemical Physics Letters

journal-article

CI calculation on the Rydberg spectrum of H3

Chemical Physics Letters

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Method for locating errors in Hamiltonian matrices

Physical Review A

journal-article

Method for locating errors in Hamiltonian matrices

Physical Review A

journal-article

Towards a configuration interaction method with flexible spaces

International Journal of Quantum Chemistry

journal-article

Towards a configuration interaction method with flexible spaces

International Journal of Quantum Chemistry

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Operator algebra for the many-body problem in the spin eigenfunction basis

The Journal of chemical physics

journal-article

Operator algebra for the many-body problem in the spin eigenfunction basis

The Journal of Chemical Physics

journal-article

The superdirect configuration interaction method

Chemical Physics Letters

journal-article

A comment on several results of CI calculations for H2O

Chemical Physics Letters

journal-article

A comment on several results of CI calculations for H2O

Chemical Physics Letters

journal-article

The dipole polarizability of Li-

Chemical Physics Letters

journal-article

The dipole polarizability of Li

Chemical physics letters

journal-article

Visualisation of many-particle model spaces with application to the shell-model calculations

Journal of Physics A: Mathematical and General

journal-article

A multireference direct CI program based on the symmetric group graphical approach

Theoretica Chimica Acta

journal-article

Calculation of the one-electron coupling coefficients in the configuration interaction method

Chemical Physics Letters

journal-article

From determinants to spin eigenfunctions—a simple algorithm

International Journal of Quantum Chemistry

journal-article

GRMS or graphical representation of model spaces. Vol. I Basics

book

Matrix elements of a spin-adapted reduced Hamiltonian

Physical Review A

journal-article

Microphysical reality

Physics Today

other

Efficient method for computation of representation matrices of the unitary group generators

International Journal of Quantum Chemistry

journal-article

Erratum: Theoretical calculation of the absorption and magnetic circular dichroism spectrum of a Jahn-Teller distorted excited state: The 1E′ excited state of cyclopropane (The Journal of Chemical Physics (1983) 79 (2951))

The Journal of Chemical Physics

journal-article

Graphical representation of Salter determinants

Journal of Physics A: General Physics

journal-article

On the number of spin functions in the first order interaction space

Theoretica Chimica Acta

journal-article

Symmetric group approach to configuration interaction methods

Computer Physics Reports

journal-article

Matrix elements of Xxk and eαXxk in the harmonic oscillator basis

Journal of Physics A: General Physics

journal-article

Theoretical calculation of the absorption and magnetic circular dichroism spectrum of a Jahn-Teller distorted excited state: The 1E′ excited state of cyclopropane

The Journal of Chemical Physics

journal-article

Symmetric group graphical approach to the direct configuration interaction method

International Journal of Quantum Chemistry

journal-article

The direct configuration interaction method for general multireference expansions: Symmetric group approach

Theoretica Chimica Acta

journal-article

Large scale N-fermion calculations

Computer Physics Communications

journal-article

The direct configuration interaction method for general multireference expansions: Symmetric group approach

Theoretical Chemistry Accounts: Theory, Computation, and Modeling (Theoretica Chimica Acta)

journal-article

Coupling constants in the direct configuration interaction method

Theoretica Chimica Acta

journal-article