Feature selection algorithms for very high dimensional data and mixed data

• Main Author: Tang, Wen Yin
• Other Authors: Mao Kezhi
• Format: Theses and Dissertations
• Language: English
• Published: 2010
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/41404
• Institution: Nanyang Technological University

Feature selection is an important issue in pattern recognition. The goal of feature selection algorithm is to identify a set of relevant features, based on which to construct a classifier for a pattern recognition problem. This thesis addresses the problem of feature selection for very high dimensio...