An explainable semi-supervised self-organizing fuzzy inference system for streaming data classification-Reference-Cited by-同舟云学术

An explainable semi-supervised self-organizing fuzzy inference system for streaming data classification

Published:2022-01 Issue: Volume:583 Page:364-385
ISSN:0020-0255
Container-title:Information Sciences
language:en
Short-container-title:Information Sciences

Author:

Gu Xiaowei

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference50 articles.

1. An approach to online identification of Takagi-Sugeno fuzzy models;Angelov;IEEE Trans. Syst. Man Cybern. Part B Cybern.,2004

2. DENFIS: dynamic evolving neural-fuzzy inference system and its application for time-series prediction;Kasabov;IEEE Trans. Fuzzy Syst.,2002

3. Handling drifts and shifts in on-line data streams with evolving fuzzy systems;Lughofer;Appl. Soft Comput.,2011

4. An approach for on-line extraction of fuzzy rules using a self-organising fuzzy neural network;Leng;Fuzzy Sets Syst.,2005

5. Evolving fuzzy classifiers using different model architectures;Angelov;Fuzzy Sets Syst.,2008

Cited by 15 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. OSSEFS: An online semi-supervised ensemble fuzzy system for data streams learning with missing values;Expert Systems with Applications;2024-12

2. Fuzzy Machine Learning: A Comprehensive Framework and Systematic Review;IEEE Transactions on Fuzzy Systems;2024-07

3. A Human-centric Approach to Explain Evolving Data: A Case Study on Education;2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS);2024-05-23

4. A reliable adaptive prototype-based learning for evolving data streams with limited labels;Information Processing & Management;2024-01

5. An Online Learning Framework for Sensor Fault Diagnosis Analysis in Autonomous Cars;IEEE Transactions on Intelligent Transportation Systems;2023-12