Learning with multiple kernels : algorithms and applications

• Main Author: Hao, Xiao
• Other Authors: Hoi Chu Hong
• Format: Theses and Dissertations
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval; DRNTU::Engineering::Computer science and engineering::Information systems::Information systems applications
• Online Access: https://hdl.handle.net/10356/61755
• Institution: Nanyang Technological University

Multiple kernel learning (MKL) is a family of machine learning techniques by learning with multiple kernel functions/matrices. It has been demonstrated as a promising technique for solving many real-world applications, especially for its power of exploiting multiple kernels for fusing diverse inform...