Scholarly Innovation
Publications
ARM over Audio Signal Features
IJSI Journal (2016) & ICIS (2015)
Extracted audio fluctuation patterns using MFCC to generate normalized weighted distances. Applied Association Rule Mining to determine support and confidence for intelligent music discovery.
Music Recommender with MFIS
ICIS Conference (2016)
Implemented Gaussian and Triangular membership functions using MFCC feature-based and playlist-based distances. This novel weighted approach outperformed ARM-based discovery models.
Academic Foundation
North South University
B.Sc. in Computer Science and Engineering
