His primary areas of study are Artificial intelligence, Artificial neural network, Data mining, Computational intelligence and Pattern recognition. The Artificial intelligence study combines topics in areas such as Machine learning and Theoretical computer science. His biological study spans a wide range of topics, including Adaptive system and Fuzzy control system.
His study in Data mining focuses on Decision tree in particular. He focuses mostly in the field of Computational intelligence, narrowing it down to matters related to Data science and, in some cases, Intelligent decision support system and Management science. The study incorporates disciplines such as Entropy, Clustering high-dimensional data, Filter and Selection in addition to Pattern recognition.
His primary scientific interests are in Artificial intelligence, Artificial neural network, Machine learning, Pattern recognition and Data mining. Artificial intelligence is frequently linked to Natural language processing in his study. His studies deal with areas such as Semantic memory, Information retrieval and Knowledge representation and reasoning as well as Natural language processing.
His work carried out in the field of Artificial neural network brings together such families of science as Algorithm and Fuzzy logic. His Machine learning research includes themes of Fuzzy rule and Meta learning. His primary area of study in Data mining is in the field of Decision tree.
His scientific interests lie mostly in Artificial intelligence, Electroencephalography, Neuroscience, Artificial neural network and Pattern recognition. Włodzisław Duch connects Artificial intelligence with Art in his research. His work in the fields of Brain activity and meditation overlaps with other areas such as Tracing.
His work on Auditory cortex, Elementary cognitive task, Neuroplasticity and Brainstem as part of general Neuroscience study is frequently linked to Sensory deprivation, bridging the gap between disciplines. His Artificial neural network study combines topics from a wide range of disciplines, such as Computational neuroscience, Class and Central nervous system. Włodzisław Duch combines subjects such as Regularization and Sample with his study of Pattern recognition.
Włodzisław Duch mainly investigates Cognition, Working memory training, Default mode network, Modularity and Cognitive psychology. His study in Cognition is interdisciplinary in nature, drawing from both Social psychology, Information processing and Psychoanalysis. His Working memory training research is multidisciplinary, incorporating elements of Resting state fMRI, Context, Cognitive training and Human brain.
The various areas that Włodzisław Duch examines in his Default mode network study include Workspace and Dynamic network analysis. He has researched Cognitive psychology in several fields, including DUAL, Visual attention, Reflex and Word error rate. Other disciplines of study, such as Computer architecture, Functional brain, Human–computer interaction, Adaptation and Brain mapping, are mixed together with his Control reconfiguration studies.
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A new methodology of extraction, optimization and application of crisp and fuzzy logical rules
W. Duch;R. Adamczak;K. Grabczewski.
IEEE Transactions on Neural Networks (2001)
A shared task involving multi-label classification of clinical free text
John P. Pestian;Chris Brew;Pawel Matykiewicz;DJ Hovermale.
meeting of the association for computational linguistics (2007)
Computational intelligence methods for rule-based data understanding
W. Duch;R. Setiono;J.M. Zurada.
Proceedings of the IEEE (2004)
Cognitive Architectures: Where do we go from here?
Włodzisław Duch;Richard J. Oentaryo;Michel Pasquier.
artificial general intelligence (2008)
Feature Selection for High-Dimensional Data — A Pearson Redundancy Based Filter
Jacek Biesiada;Wlodzisław Duch.
computer recognition systems (2007)
Symmetric group approach to configuration interaction methods
Włodzisław Duch;Jacek Karwowski.
Computer Physics Reports (1985)
Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005
Włodzisław Duch;Janusz Kacprzyk;Erkki Oja;Sławomir Zadrożny.
Lecture Notes in Computer Science (2005)
Processing text with domain-specific spreading activation methods
John P. Pestian;Pawel Matykiewicz;Wlodzislaw Duch;Tracy A. Glauser.
Similarity-based methods: a general framework for classification, approximation and association
Control and Cybernetics (2000)
Transfer functions: hidden possibilities for better neural networks.
Wlodzislaw Duch;Norbert Jankowski.
the european symposium on artificial neural networks (2001)
Profile was last updated on December 6th, 2021.
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