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

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...

Полное описание

Библиографические подробности
Главный автор: Ma, Li
Другие авторы: Abdul Wahab Bin Abdul Rahman
Формат: Диссертация
Язык:English
Опубликовано: 2009
Предметы:
Online-ссылка:https://hdl.handle.net/10356/19093