Cognitively inspired rule-plus-exemplar based pattern classification

• Main Author: Sit, Wing Yee
• Other Authors: Mao Kezhi
• Format: Theses and Dissertations
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: https://hdl.handle.net/10356/61749
• Institution: Nanyang Technological University

Despite the many strengths of machine learning pattern classification techniques, they have intrinsic weaknesses compared to human learning, which is far more comprehensible, adaptive, and flexible. These are issues that need to be addressed. In applications where the classifiers play supporting rol...