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.