Witold Pedrycz

Research interests

Publications

• A comprehensive survey on applications of transformers for deep learning tasks

  Expert Systems with Applications · 2023 · 10.1016/j.eswa.2023.122666

• A survey on machine learning for data fusion

  Information Fusion · 2019 · 10.1016/j.inffus.2019.12.001

• An extended TODIM multi-criteria group decision making method for green supplier selection in interval type-2 fuzzy environment

  European Journal of Operational Research · 2016 · 10.1016/j.ejor.2016.09.059

• Springer Handbook of Computational Intelligence

  Journal · 2015 · https://doi.org/10.1007/978-3-662-43505-2

• Granular Computing: Analysis and Design of Intelligent Systems

  · 2013

• Granular Computing: Perspectives and Challenges

  IEEE Transactions on Cybernetics · 2013 · https://doi.org/10.1109/tsmcc.2012.2236648

• A review of soft consensus models in a fuzzy environment

  Information Fusion · 2013 · https://doi.org/10.1016/j.inffus.2013.04.002

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

  Artificial Intelligence · 2010 · 10.1016/j.artint.2010.04.018

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

  · 2008 · 10.1145/1368088.1368114

• Data Mining: A Knowledge Discovery Approach

  · 2007 · 10.1007/978-0-387-36795-8

• Fuzzy Systems Engineering: Toward Human-Centric Computing

  CERN Document Server (European Organization for Nuclear Research) · 2007

• Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

  Lecture notes in computer science · 2007 · 10.1007/978-3-540-72530-5

• Fuzzy Systems Engineering

  · 2007 · 10.1002/9780470168967

• Genetic learning of fuzzy cognitive maps

  Fuzzy Sets and Systems · 2005 · 10.1016/j.fss.2005.01.009

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

  Soft Computing · 2003 · 10.1007/s00500-003-0339-2

• Data Mining and Knowledge Discovery

  · 1998 · 10.1007/978-1-4615-5589-6_1

• Shadowed sets: representing and processing fuzzy sets

  IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 1998 · 10.1109/3477.658584

• An Introduction to Fuzzy Sets

  The MIT Press eBooks · 1998 · https://doi.org/10.7551/mitpress/3926.001.0001

• Data Mining Methods for Knowledge Discovery

  IEEE Transactions on Neural Networks · 1998 · 10.1109/tnn.1998.728406

• Essentials of fuzzy modeling and control

  Control Engineering Practice · 1995 · https://doi.org/10.1016/0967-0661(95)90104-3

• Adaptive fuzzy systems and control

  Control Engineering Practice · 1994 · 10.1016/0967-0661(94)91882-1

• Why triangular membership functions?

  Fuzzy Sets and Systems · 1994 · 10.1016/0165-0114(94)90003-5

• Fuzzy Relation Equations and Their Applications to Knowledge Engineering

  · 1989 · 10.1007/978-94-017-1650-5

• An identification algorithm in fuzzy relational systems

  Fuzzy Sets and Systems · 1984 · 10.1016/0165-0114(84)90015-0

• A fuzzy extension of Saaty's priority theory

  Fuzzy Sets and Systems · 1983 · 10.1016/s0165-0114(83)80082-7

Current projects

No projects listed.