Computationally efficient models for high-dimensional and large-scale classification problems

• 主要作者: Ma, Li
• 其他作者: Abdul Wahab Bin Abdul Rahman
• 格式: Theses and Dissertations
• 語言: English
• 出版: 2009
• 主題: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• 在線閱讀: https://hdl.handle.net/10356/19093
• 機構: Nanyang Technological University

Generally there are two main objectives in designing modern learning models when handling the problems with high-dimensional input spaces and a large amount of data. Firstly the model’s effectiveness in terms of a good accuracy needs to be met and secondly the model’s efficiency in terms of scalabil...