Results 11 to 20 of about 1,671,237 (334)

A fuzzy association rule-based classifier for imbalanced classification problems

Information Sciences, 2021
Imbalanced classification problems are attracting the attention of the research community because they are prevalent in real-world problems and they impose extra difficulties for learning methods. Fuzzy rule-based classification systems have been applied
J. Sanz, M. Sesma-Sara, H. Bustince
semanticscholar   +3 more sources

Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data

IEEE Transactions on Fuzzy Systems, 2017
Ta Zhou, F. Chung, Shitong Wang
semanticscholar   +3 more sources

IFC-BD: An Interpretable Fuzzy Classifier for Boosting Explainable Artificial Intelligence in Big Data

IEEE transactions on fuzzy systems, 2021
In current Data Science applications, the course of action has derived to adapt the system behavior for the human cognition, resulting in the emerging area of explainable artificial intelligence.
Fatemeh Aghaeipoor, M. Javidi, Alberto Fernández   +2 more
semanticscholar   +1 more source

Building a Fuzzy Classifier Based on Whale Optimization Algorithm to Detect Network Intrusions

Symmetry, 2021
The quantity of network attacks and the harm from them is constantly increasing, so the detection of these attacks is an urgent task in the information security field.
N. Koryshev, I. Hodashinsky, A. Shelupanov   +2 more
semanticscholar   +1 more source

Fuzzy Classifier Design using Modified Genetic Algorithm [PDF]

International Journal of Computational Intelligence Systems, 2010
Development of fuzzy if- then rules and formation of membership functions are the important consideration in designing a fuzzy classifier system. This paper presents a Modified Genetic Algorithm (ModGA) approach to obtain the optimal rule set and the ...
P.Ganesh Kumar
doaj   +1 more source

FUZZY UNORDERED RULE USING GREEDY HILL CLIMBING FEATURE SELECTION METHOD: AN APPLICATION TO DIABETES CLASSIFICATION

Journal of ICT, 2021
Diabetes classification is one of the most crucial applications of healthcare diagnosis. Even though various studies have been conducted in this application, the classification problem remains challenging.
Hayder Naser Khraibet Al-Behadili, Ku Ruhana Ku-Mahamud   +1 more
doaj   +1 more source

Imbalanced TSK Fuzzy Classifier by Cross-Class Bayesian Fuzzy Clustering and Imbalance Learning

IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017
Xiaoqing Gu, F. Chung, H. Ishibuchi, Shitong Wang   +3 more
semanticscholar   +3 more sources

Association rules of fuzzy soft set based classification for text classification problem

Journal of King Saud University: Computer and Information Sciences, 2022
Text classification is imperative in order to search for more accessible and appropriate information. It utilized in various fields, including marketing, security, biomedical, etc.
Dede Rohidin, Noor A. Samsudin, Mustafa Mat Deris   +2 more
doaj   +1 more source

Numerical Data Classification via Distance-Based Similarity Measures of Fuzzy Parameterized Fuzzy Soft Matrices

IEEE Access, 2021
In this paper, we first define eight pseudo-metrics and eight pseudo-similarities based on these pseudo-metrics over fpfs-matrices. We then propose a new classification algorithm, i.e.
Samet Memis, Serdar Enginoglu, Ugur Erkan   +2 more
doaj   +1 more source

Bayesian Takagi–Sugeno–Kang Fuzzy Classifier

IEEE Transactions on Fuzzy Systems, 2017
Xiaoqing Gu, F. Chung, Shitong Wang
semanticscholar   +3 more sources