W
Witold Pedrycz
Researcher at University of Alberta
Publications - 1966
Citations - 69104
Witold Pedrycz is an academic researcher from University of Alberta. The author has contributed to research in topics: Fuzzy logic & Fuzzy set. The author has an hindex of 101, co-authored 1766 publications receiving 58203 citations. Previous affiliations of Witold Pedrycz include University of Winnipeg & King Abdulaziz University.
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Data-Based Predictive Optimization for Byproduct Gas System in Steel Industry
TL;DR: This study proposes a data-based predictive optimization (DPO) method to carry out real-time adjusting for the gas system in steel industry based on a proposed mixed Gaussian kernel-based prediction intervals (PIs) construction model.
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Knowledge-based networks in classification problems
Kaoru Hirota,Witold Pedrycz +1 more
TL;DR: A distributed computational structure called knowledge-based network is proposed as a classification scheme in pattern recognition that allows for an explicit representation of domain classification knowledge while maintaining its learning capabilities.
Journal ArticleDOI
A Gradient-Descent-Based Approach for Transparent Linguistic Interface Generation in Fuzzy Models
TL;DR: It is shown that GREETING generates better transparent fuzzy decision trees in terms of better classification rates and comparable tree sizes.
Journal ArticleDOI
Advances in Kernel Methods. Support Vector Learning, B. Scholkopf, C.J.C. Burges, A.J. Smola (Eds.); MIT Press, Cambridge, 1999, pp. 376+vii. ISBN 0-262-19416-3.
Proceedings ArticleDOI
Granulation of temporal data: a global view on time series
Andrzej Bargiela,Witold Pedrycz +1 more
TL;DR: The discussion uses a set-theoretical framework of fuzzy sets and employs the Fuzzy C-means algorithm for the evaluation of the information granules obtained in various ways.