An on-line learning neuro-fuzzy system based on artificial immune systems

Mu Chun Su; Yuan Shao Yang; Chien Hsing Chou; Eugene Lai; Min Nan Hsiao

doi:10.1109/IJCNN.2004.1380083

An on-line learning neuro-fuzzy system based on artificial immune systems

Mu Chun Su, Yuan Shao Yang, Chien Hsing Chou, Eugene Lai, Min Nan Hsiao

Department of Computer Science and Information Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

This paper presents a new approach to an on-line learning neuro-fuzzy system based on artificial immune systems. Via the proposed on-line learning algorithm, a neuro-fuzzy system can be incrementally constructed. Several data sets were tested to illustrate the effectiveness of the proposed on-line learning neuro-fuzzy system.

Original language	English
Title of host publication	2004 IEEE International Joint Conference on Neural Networks - Proceedings
Pages	1073-1078
Number of pages	6
DOIs	https://doi.org/10.1109/IJCNN.2004.1380083
State	Published - 2004
Event	2004 IEEE International Joint Conference on Neural Networks - Proceedings - Budapest, Hungary Duration: 25 Jul 2004 → 29 Jul 2004

Publication series

Name	IEEE International Conference on Neural Networks - Conference Proceedings
Volume	2
ISSN (Print)	1098-7576

Conference

Conference	2004 IEEE International Joint Conference on Neural Networks - Proceedings
Country/Territory	Hungary
City	Budapest
Period	25/07/04 → 29/07/04

Keywords

Artificial immune system
Fuzzy system
Neural network
On-line learning

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10.1109/IJCNN.2004.1380083

Cite this

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title = "An on-line learning neuro-fuzzy system based on artificial immune systems",

abstract = "This paper presents a new approach to an on-line learning neuro-fuzzy system based on artificial immune systems. Via the proposed on-line learning algorithm, a neuro-fuzzy system can be incrementally constructed. Several data sets were tested to illustrate the effectiveness of the proposed on-line learning neuro-fuzzy system.",

keywords = "Artificial immune system, Fuzzy system, Neural network, On-line learning",

author = "Su, {Mu Chun} and Yang, {Yuan Shao} and Chou, {Chien Hsing} and Eugene Lai and Hsiao, {Min Nan}",

year = "2004",

doi = "10.1109/IJCNN.2004.1380083",

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isbn = "0780383591",

series = "IEEE International Conference on Neural Networks - Conference Proceedings",

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booktitle = "2004 IEEE International Joint Conference on Neural Networks - Proceedings",

note = "2004 IEEE International Joint Conference on Neural Networks - Proceedings ; Conference date: 25-07-2004 Through 29-07-2004",

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Su, MC, Yang, YS, Chou, CH, Lai, E & Hsiao, MN 2004, An on-line learning neuro-fuzzy system based on artificial immune systems. in 2004 IEEE International Joint Conference on Neural Networks - Proceedings. IEEE International Conference on Neural Networks - Conference Proceedings, vol. 2, pp. 1073-1078, 2004 IEEE International Joint Conference on Neural Networks - Proceedings, Budapest, Hungary, 25/07/04. https://doi.org/10.1109/IJCNN.2004.1380083

An on-line learning neuro-fuzzy system based on artificial immune systems. / Su, Mu Chun; Yang, Yuan Shao; Chou, Chien Hsing et al.
2004 IEEE International Joint Conference on Neural Networks - Proceedings. 2004. p. 1073-1078 (IEEE International Conference on Neural Networks - Conference Proceedings; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - This paper presents a new approach to an on-line learning neuro-fuzzy system based on artificial immune systems. Via the proposed on-line learning algorithm, a neuro-fuzzy system can be incrementally constructed. Several data sets were tested to illustrate the effectiveness of the proposed on-line learning neuro-fuzzy system.

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KW - Neural network

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An on-line learning neuro-fuzzy system based on artificial immune systems

Abstract

Publication series

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Keywords

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