2026 Witold Pedrycz: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	147	40	38	4	4	2253	108646
Electronics and Electrical Engineering	118	71	70	2	2	1321	61403

Research.com Recognitions

2026 - Research.com Computer Science in Canada Leader Award
2026 - Research.com Electronics and Electrical Engineering in Canada Leader Award
2025 - Research.com Computer Science in Canada Leader Award
2025 - Research.com Electronics and Electrical Engineering in Canada Leader Award
2023 - Research.com Computer Science in Canada Leader Award
2022 - Research.com Computer Science in Canada Leader Award
2013 - Izaak Walton Killam Memorial Prize, Canada Council
2013 - Fuzzy Systems Pioneer Award, IEEE Computational Intelligence Society
2012 - Fellow of the Royal Society of Canada Academy of Science
2009 - Polish Academy of Science
1999 - IEEE Fellow For the development of methodology, algorithms, and applications of fuzzy and neurofuzzy modeling and fuzzy control.

Overview

Witold Pedrycz is affiliated with the University of Alberta in Canada and has made significant contributions to the field of Computer Science, with a particular focus on Artificial Intelligence, Management Science and Operations Research, Computational Theory and Mathematics, Computer Vision and Pattern Recognition, and Information Systems.

Their research spans several key topics, including:

Multi-Criteria Decision Making
Rough Sets and Fuzzy Logic
Fuzzy Logic and Control Systems
Neural Networks and Applications
Fuzzy Systems and Optimization
Data Mining Algorithms and Applications
Face and Expression Recognition

Recent publications associated with Witold Pedrycz include:

"A comprehensive survey on applications of transformers for deep learning tasks" (2023, Expert Systems with Applications)
"Key Points Estimation and Point Instance Segmentation Approach for Lane Detection" (2021, IEEE Transactions on Intelligent Transportation Systems)
"Solving Fuzzy Job-Shop Scheduling Problem Using DE Algorithm Improved by a Selection Mechanism" (2020, IEEE Transactions on Fuzzy Systems)
"Solving Multiobjective Fuzzy Job-Shop Scheduling Problem by a Hybrid Adaptive Differential Evolution Algorithm" (2022, IEEE Transactions on Industrial Informatics)
"Online-review analysis based large-scale group decision-making for determining passenger demands and evaluating passenger satisfaction: Case study of high-speed rail system in China" (2020, Information Fusion)

Frequent co-authors who have collaborated extensively with Witold Pedrycz include:

Zhen-Song Chen
Zhiwu Li
Sung-Kwun Oh
Min Wu
Luis Martínez

The scientist's work is commonly published in venues such as:

IEEE Transactions on Fuzzy Systems
IEEE Transactions on Cybernetics
Applied Soft Computing
Information Fusion
Knowledge-Based Systems

Witold Pedrycz is also an author of numerous books published mainly through Springer International Publishing, Springer Nature, and Springer Science+Business Media. Among these are titles like "Information Systems and Technologies," "An Introduction to Computing with Fuzzy Sets," and "Artificial Intelligence and Soft Computing."

The scientist has received several awards, including:

Fuzzy Systems Pioneer Award, IEEE Computational Intelligence Society (2013)
Izaak Walton Killam Memorial Prize, Canada Council (2013)
Fellow of the Royal Society of Canada, Academy of Science (2012)
Polish Academy of Science (2009)
IEEE Fellow (1999) for contributions to fuzzy and neurofuzzy modeling and fuzzy control

Best Publications

A fuzzy extension of Saaty's priority theory

P.J.M. van Laarhoven;W. Pedrycz

4212
Citations
Fuzzy control and fuzzy systems

Witold Pedrycz

2060
Citations
An introduction to fuzzy sets : analysis and design

Witold Pedrycz;Fernando Gomide

1959
Citations
Granular computing: an introduction

W. Pedrycz

1119
Citations
Data Mining: A Knowledge Discovery Approach

Krzysztof J. Cios;Witold Pedrycz;Roman W. Swiniarski;Lukasz Andrzej Kurgan

1070
Citations
Why triangular membership functions

Witold Pedrycz

1046
Citations
Fuzzy Systems Engineering: Toward Human-Centric Computing

Witold Pedrycz;Fernando Gomide

1000
Citations
A comparative analysis of the efficiency of change metrics and static code attributes for defect prediction

Raimund Moser;Witold Pedrycz;Giancarlo Succi

920
Citations
Data Mining Methods for Knowledge Discovery

K.J. Cios;W. Pedrycz;R.M. Swiniarsk

912
Citations
Type-2 Fuzzy Logic: Theory and Applications

O. Castillo;P. Melin;J. Kacprzyk;W. Pedrycz

906
Citations
An identification algorithm in fuzzy relational systems

Witold Pedrycz

873
Citations
Fuzzy Relation Equations and Their Applications to Knowledge Engineering

Antonio Di Nola;Elie Sanchez;Witold Pedrycz;Salvatore Sessa

865
Citations
Positive approximation: An accelerator for attribute reduction in rough set theory

Yuhua Qian;Jiye Liang;Witold Pedrycz;Chuangyin Dang

829
Citations
A review of soft consensus models in a fuzzy environment

Enrique Herrera-Viedma;Francisco Javier Cabrerizo;Janusz Kacprzyk;Witold Pedrycz

753
Citations
Granular Computing: Analysis and Design of Intelligent Systems

Witold Pedrycz

698
Citations
Fuzzy fractal dimensions and fuzzy modeling

Witold Pedrycz;Andrzej Bargiela

686
Citations
A model of granular data: a design problem with the Tchebyschev FCM

A. Bargiela;W. Pedrycz

671
Citations
Knowledge-Based Clustering: From Data to Information Granules

Witold Pedrycz

630
Citations
Handbook of Granular Computing

Witold Pedrycz;Andrzej Skowron;Vladik Kreinovich

629
Citations
Computational Intelligence: An Introduction

Witold Pedrycz;Witold Pedrycz

232
Citations
Data Mining and Knowledge Discovery

Krzysztof J. Cios;Witold Pedrycz;Roman W. Swiniarski

173
Citations
Face recognition

Keun-Chang Kwak;Witold Pedrycz

95
Citations
Book reviewEssentials of fuzzy modeling and control: by R.R. Yager and D.P. Filev; John Wiley and Sons; New York, USA; 1994; 388 pp.; $49.95; ISBN: 0-471-01761-2

Witold Pedrycz

37
Citations
Book reviewAdaptive fuzzy systems and control: by Li-Xin WANG; Prentice Hall; Englewood Cliffs, NJ, USA; 1994; 232 pp.; $55; ISBN: 0-13-099631-9

Witold Pedrycz

28
Citations

Frequent Co-Authors

Sung-Kwun Oh University of Suwon

Zhiwu Li Macau University of Science and Technology

Kaoru Hirota Tokyo Institute of Technology

Xiaodong Liu Dalian University of Technology

Krzysztof J. Cios Virginia Commonwealth University

Giancarlo Succi University of Bologna

Fernando Gomide State University of Campinas

Athanasios V. Vasilakos University of Agder

Lukasz Kurgan Virginia Commonwealth University

Junzo Watada Waseda University

External Links

Personal website of Witold Pedrycz Google Scholar page

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