Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015)

This proceedings bring together contributions from researchersfrom academia and industry to report the latest cutting edge research made inthe areas of Fuzzy Computing, Neuro Computing and hybrid Neuro-Fuzzy Computingin the paradigm of Soft Computing. The FANCCO 2015 conference explored newapplication areas, design novel hybrid algorithms for solving different realworld application problems. After a rigorous review of the 68 submissions fromall over the world, the referees panel  selected 27 papers to be presented at theConference. The acceptedpapers have a good, balanced mix of theory and applications. The techniquesranged from fuzzy neural networks, decision trees, spiking neural networks,self organizing feature map, support vector regression, adaptive neuro fuzzyinference system, extreme learning machine, fuzzy multi criteria decisionmaking, machine learning, web usage mining, Takagi-Sugeno Inference system,extended Kalman filter, Goedel type logic, fuzzy formal concept analysis, biclusteringetc. The applications ranged from social network analysis, twitter sentimentanalysis, cross domain sentiment analysis, information security, educationsector, e-learning, information management, climate studies, rainfallprediction, brain studies, bioinformatics, structural engineering, sewage waterquality, movement of aerial vehicles,  etc.
 

Zusammenfassung

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.

 

Produktdetails

• Mitarbeit: V. Ravi (Herausgeber), Bijaya Ketan Panigrahi (Herausgeber), Swagatam Das (Herausgeber), Ponnuthurai Nagaratnam Suganthan (Herausgeber), Vadlamani Ravi (Herausgeber), Bijay Ketan Panigrahi (Herausgeber), Swagatam Das et al (Herausgeber), Bijaya Ketan Panigrahi (Herausgeber)
• Verlag: Springer, Berlin
• Inhalt: Buch
• Produktform: Taschenbuch
• Erscheinungsdatum: 01.01.2015
• Thema: Naturwissenschaften, Medizin, Informatik, Technik > Informatik, EDV > Informatik
• EAN: 9783319272115
• ISBN: 978-3-31-927211-5
• Anzahl Seiten: 366
• Illustration: XIII, 366 p. 145 illus., 102 illus. in color.
• Abmessung (Verpackung): 17.5 x 23.5 x 2.2 cm
• Gewicht (Verpackung): 581 g
• Serie: Advances in Intelligent Systems and Computing > .415; Advances in Intelligent Systems and Computing
• Themen: C, Artificial Intelligence, Mathematische Modellierung, computer science, Computational Intelligence, Mathematical modelling, Neural networks (Computer science)