Overview
- Presents new application areas and novel hybrid algorithms for solving different real world application problems
- Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015) , held in Hyderabad, India at December 17th - 19th 2015
- Includes recent research on Hybrid Neuro-Fuzzy Computing
- Includes supplementary material: sn.pub/extras
Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 415)
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Table of contents (27 papers)
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Front Matter
Keywords
About this book
This proceedings bring together contributions from researchers from academia and industry to report the latest cutting edge research made in the areas of Fuzzy Computing, Neuro Computing and hybrid Neuro-Fuzzy Computing in the paradigm of Soft Computing. The FANCCO 2015 conference explored new application areas, design novel hybrid algorithms for solving different real world application problems. After a rigorous review of the 68 submissions from all over the world, the referees panel selected 27 papers to be presented at the Conference. The accepted papers have a good, balanced mix of theory and applications. The techniques ranged from fuzzy neural networks, decision trees, spiking neural networks, self organizing feature map, support vector regression, adaptive neuro fuzzy inference system, extreme learning machine, fuzzy multi criteria decision making, machine learning, web usage mining, Takagi-Sugeno Inference system, extended Kalman filter, Goedel type logic, fuzzy formal concept analysis, biclustering etc. The applications ranged from social network analysis, twitter sentiment analysis, cross domain sentiment analysis, information security, education sector, e-learning, information management, climate studies, rainfall prediction, brain studies, bioinformatics, structural engineering, sewage water quality, movement of aerial vehicles, etc.
Editors and Affiliations
Bibliographic Information
Book Title: Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015)
Editors: Vadlamani Ravi, Bijaya Ketan Panigrahi, Swagatam Das, Ponnuthurai Nagaratnam Suganthan
Series Title: Advances in Intelligent Systems and Computing
DOI: https://doi.org/10.1007/978-3-319-27212-2
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-27211-5Published: 25 November 2015
eBook ISBN: 978-3-319-27212-2Published: 24 November 2015
Series ISSN: 2194-5357
Series E-ISSN: 2194-5365
Edition Number: 1
Number of Pages: XIII, 366
Number of Illustrations: 43 b/w illustrations, 102 illustrations in colour
Topics: Artificial Intelligence, Computational Intelligence, Mathematical Models of Cognitive Processes and Neural Networks