Hybrid Expert Systems: A Survey of Current Approaches and Applications
No Thumbnail Available
Date
2012
Journal Title
Journal ISSN
Volume Title
Publisher
Expert Systems With Applications
Open Access Color
OpenAIRE Downloads
OpenAIRE Views
Abstract
This paper is a statistical analysis of hybrid expert system approaches and their applications but more specifically connectionist and neuro-fuzzy system oriented articles are considered. The current survey of hybrid expert systems is based on the classification of articles from 1988 to 2010. Present analysis includes 91 articles from related academic journals, conference proceedings and literature reviews. Our results show an increase in the number of recent publications which is an indication of gaining popularity on the part of hybrid expert systems. This increase in the articles is mainly in neuro-fuzzy and rough neural expert systems' areas. We also observe that many new industrial applications are developed using hybrid expert systems recently. (C) 2011 Elsevier Ltd. All rights reserved.
Description
Keywords
Expert Systems, Connectionist Expert Systems, Hybrid Expert Systems, Neuro-Fuzzy Expert Systems, Rough Neural Expert Systems
Turkish CoHE Thesis Center URL
Fields of Science
Citation
Sahin, S.; Tolun, M. R.; Hassanpour, R. "Hybrid expert systems: A survey of current approaches and applications", Expert Systems With Applications, Vol. 39, No. 4, pp. 4609-4617, (2012)
WoS Q
Scopus Q
Source
Expert Systems With Applications
Volume
39
Issue
4
Start Page
4609
End Page
4617