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Computer Science

D-Index
42
Citations
7472
World Ranking
8386
National Ranking
19

Overview

Włodzisław Duch is affiliated with Nicolaus Copernicus University in Poland and conducts research primarily in the field of neuroscience. Their work encompasses several subfields, including cognitive neuroscience, artificial intelligence, experimental and cognitive psychology, developmental and educational psychology, and signal processing. The scientist's research interests focus on neural dynamics and brain function, EEG and brain-computer interfaces, functional brain connectivity studies, neuroscience in education and cognitive function, cognitive computing and networks, mental health research topics, and neuroscience related to music perception.

Among recent publications by Włodzisław Duch are:

  • Dynamic reconfiguration of functional brain networks during working memory training, 2020, Nature Communications
  • Privacy-Preserving Brain-Computer Interfaces: A Systematic Review, 2022, IEEE Transactions on Computational Social Systems
  • Improving the generalizability of infant psychological research: The ManyBabies model, 2022, Behavioral and Brain Sciences
  • Early deafness leads to re-shaping of functional connectivity beyond the auditory cortex, 2020, Brain Imaging and Behavior
  • Short-time Fourier transform and embedding method for recurrence quantification analysis of EEG time series, 2022, The European Physical Journal Special Topics

Frequent coauthors in their research include Karolina Finc, Krzysztof Tołpa, Joanna Dreszer, Kamil Bonna, and Łukasz Furman.

Włodzisław Duch has published regularly in venues such as arXiv (Cornell University), Nature Communications, Sensors, Przegląd Psychologiczny, and IEEE Transactions on Computational Social Systems.

Best Publications

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

    John P. Pestian;Chris Brew;Pawel Matykiewicz;DJ Hovermale

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

    W. Duch;R. Adamczak;K. Grabczewski

  • 2015 IEEE Symposium Series on Computational Intelligence

    Honorary Chairs;Jacek Zurada;Andries Engelbrecht;Mengjie Zhang

  • Computational intelligence methods for rule-based data understanding

    W. Duch;R. Setiono;J.M. Zurada

  • Dynamic reconfiguration of functional brain networks during working memory training

    Karolina Finc;Kamil Bonna;Xiaosong He;David Martin Lydon-Staley

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

    Jacek Biesiada;Wlodzisław Duch

  • Cognitive Architectures: Where do we go from here?

    Włodzisław Duch;Richard J. Oentaryo;Michel Pasquier

  • Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005

    Włodzisław Duch;Janusz Kacprzyk;Erkki Oja;Sławomir Zadrożny

  • Symmetric group approach to configuration interaction methods

    Włodzisław Duch;Jacek Karwowski

  • Processing text with domain-specific spreading activation methods

    John P. Pestian;Pawel Matykiewicz;Wlodzislaw Duch;Tracy A. Glauser

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

    Tomasz Maszczyk;Włodzisław Duch

  • Transfer functions: hidden possibilities for better neural networks.

    Wlodzislaw Duch;Norbert Jankowski

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

    Włodzisław Duch

  • Transition of the functional brain network related to increasing cognitive demands

    Karolina Finc;Kamil Bonna;Monika Lewandowska;Tomasz Wolak

  • Feature space mapping as a universal adaptive system

    Włodzisław Duch;Geerd H.F. Diercksen

  • Comparison of feature ranking methods based on information entropy

    W. Duch;T. Wieczorek;J. Biesiada;M. Blachnik

  • Artificial Neural Networks: Biological Inspirations – ICANN 2005

    Włodzisław Duch;Janusz Kacprzyk;Erkki Oja;Sławomir Zadrożny

  • Artificial Neural Networks and Machine Learning – ICANN 2012

    Alessandro E. P. Villa;Włodzisław Duch;Péter Érdi;Francesco Masulli

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

    W. Duch

  • Meta-Learning in Computational Intelligence

    Norbert Jankowski;Wlodzislaw Duch;Krzysztof Grabczewski

Frequent Co-Authors

Erkki Oja
Erkki Oja Aalto University
Simone Kühn
Simone Kühn Max Planck Institute for Human Development
Sławomir Zadrożny
Sławomir Zadrożny Systems Research Institute
Janusz Kacprzyk
Janusz Kacprzyk Systems Research Institute
Stefanos Kollias
Stefanos Kollias National Technical University of Athens
Günther Palm
Günther Palm University of Ulm
Danilo P. Mandic
Danilo P. Mandic Imperial College London
Alessandro E. P. Villa
Alessandro E. P. Villa University of Lausanne
Mark Girolami
Mark Girolami University of Cambridge
Danielle S. Bassett
Danielle S. Bassett University of Pennsylvania

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