Nonlinear Dimensionality Reduction for Data Visualization: An Unsupervised Fuzzy Rule-Based Approach

JOURNAL ARTICLE published July 2022 in IEEE Transactions on Fuzzy Systems

Authors: Suchismita Das | Nikhil R. Pal

Weighted Fuzzy Rule Interpolation Based on GA-Based Weight-Learning Techniques

JOURNAL ARTICLE published August 2011 in IEEE Transactions on Fuzzy Systems

Authors: Shyi-Ming Chen | Yu-Chuan Chang

New Mechanisms for Reasoning and Impacts Accumulation for Rule-Based Fuzzy Cognitive Maps

JOURNAL ARTICLE published April 2018 in IEEE Transactions on Fuzzy Systems

Authors: Pawel Zdanowicz | Dobrila Petrovic

Simultaneous design of membership functions and rule sets for fuzzy controllers using genetic algorithms

JOURNAL ARTICLE published May 1995 in IEEE Transactions on Fuzzy Systems

Authors: A. Homaifar | E. McCormick

Fuzzy Interpolative Reasoning for Sparse Fuzzy-Rule-Based Systems Based on the Areas of Fuzzy Sets

JOURNAL ARTICLE published October 2008 in IEEE Transactions on Fuzzy Systems

Classification of Battlefield Ground Vehicles Using Acoustic Features and Fuzzy Logic Rule-Based Classifiers

JOURNAL ARTICLE published February 2007 in IEEE Transactions on Fuzzy Systems

Authors: Hongwei Wu | Jerry M. Mendel

Monotone Fuzzy Rule Relabeling for the Zero-Order TSK Fuzzy Inference System

JOURNAL ARTICLE published December 2016 in IEEE Transactions on Fuzzy Systems

Research funded by FRGS (FRGS/1/2013/ICT02/UNIMAS/02/1) | RACE (RACE/F2/TK/UNIMAS/5)

Authors: Lie Meng Pang | Kai Meng Tay | Chee Peng Lim

Horizontal Federated Learning of Takagi–Sugeno Fuzzy Rule-Based Models

JOURNAL ARTICLE published September 2022 in IEEE Transactions on Fuzzy Systems

Research funded by National Natural Science Foundation of China (62076189,62006184) | Recruitment Program of Global Experts (Canada Research Chair) | Science and Technology Development Fund (0012/2019/A1) | National Key R&D Program of China (2018YFB1700104)

Authors: Xiubin Zhu | Dan Wang | Witold Pedrycz | Zhiwu Li

Induction of Fuzzy-Rule-Based Classifiers With Evolutionary Boosting Algorithms

JOURNAL ARTICLE published June 2004 in IEEE Transactions on Fuzzy Systems

Authors: M.J. del Jesus | F. Hoffmann | L. JuncoNavascues | L. Sanchez

Fuzzy Rule-Based Domain Adaptation in Homogeneous and Heterogeneous Spaces

JOURNAL ARTICLE published February 2019 in IEEE Transactions on Fuzzy Systems

Research funded by Australian Research Council (DP 140101366)

Authors: Hua Zuo | Jie Lu | Guangquan Zhang | Witold Pedrycz

Federated Fuzzy Neural Network With Evolutionary Rule Learning

JOURNAL ARTICLE published May 2023 in IEEE Transactions on Fuzzy Systems

Research funded by Australian Research Council (DP210101093,DP220100803) | Australia Defence Innovation Hub (P18-650825) | Australian Cooperative Research Centres Projects (CRCPXI000007) | US Office of Naval Research Global (ONRG - NICOP - N62909-19-1-2058) | Australian Autonomy Initiative agreement (ID10134) | NSW State Government of Australia (DINPP2019 S1-03/09,PP21-22.03.02)

Authors: Leijie Zhang | Ye Shi | Yu-Cheng Chang | Chin-Teng Lin

Rule Extraction From Fuzzy-Based Blast Furnace SVM Multiclassifier for Decision-Making

JOURNAL ARTICLE published June 2014 in IEEE Transactions on Fuzzy Systems

Research funded by National Natural Science Foundation of China (11271326,61290321)

Authors: Chuanhou Gao | Qinghuan Ge | Ling Jian

Iterative Fuzzy Clustering Algorithm With Supervision to Construct Probabilistic Fuzzy Rule Base From Numerical Data

JOURNAL ARTICLE published February 2008 in IEEE Transactions on Fuzzy Systems

Authors: Z.Z. Bien

Constructing L2-SVM-Based Fuzzy Classifiers in High-Dimensional Space With Automatic Model Selection and Fuzzy Rule Ranking

JOURNAL ARTICLE published June 2007 in IEEE Transactions on Fuzzy Systems

Authors: Shang-Ming Zhou | John Q. Gan

Incremental Rule Splitting in Generalized Evolving Fuzzy Systems for Autonomous Drift Compensation

JOURNAL ARTICLE published August 2018 in IEEE Transactions on Fuzzy Systems

Research funded by Generating process feedback from heterogeneous data sources in quality control (mvControl) (849962)

Authors: Edwin Lughofer | Mahardhika Pratama | Igor Skrjanc

Granular Fuzzy Rule-Based Models: A Study in a Comprehensive Evaluation and Construction of Fuzzy Models

JOURNAL ARTICLE published October 2017 in IEEE Transactions on Fuzzy Systems

Research funded by National Centre for Research (UMO-2012/05/B/ST6/03068) | National Natural Science Foundation of China (41372341) | China Scholarship Council (201306110018)

Authors: Xingchen Hu | Witold Pedrycz | Xianmin Wang

Fuzzy Interpolative Reasoning for Sparse Fuzzy Rule-Based Systems Based on ${bm alpha}$-Cuts and Transformations Techniques

JOURNAL ARTICLE published December 2008 in IEEE Transactions on Fuzzy Systems

Three-Dimensional Golden Rule Representative Value in Decision-Making Systems

JOURNAL ARTICLE published 2024 in IEEE Transactions on Fuzzy Systems

Authors: Qianlei Jia | Enrique Herrera-Viedma

Fuzzy logic control synthesis without any rule base

JOURNAL ARTICLE published June 1999 in IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics)

Authors: B.M. Novakovic

Switched Fuzzy Control for Nonlinear Systems via a Fuzzy-Rule-Dependent Adaptive Event-Triggered Mechanism

JOURNAL ARTICLE published March 2024 in IEEE Transactions on Fuzzy Systems

Research funded by National Natural Science Foundation of China (62173218,61833011) | Science and Technology Commission of Shanghai Municipality (21190780300)

Authors: Jing-Wen Xing | Chen Peng | Xiangpeng Xie