Handbook of Statistics ― Machine Learning: Theory and Applications
商品資訊
系列名：Handbook of Statistics
ISBN13：9780444538598
出版社：Elsevier Science Ltd
作者：C. Radhakrishna Rao (EDT); Venu Govindaraju (EDT)
出版日：2013/06/19
裝訂／頁數：精裝／600頁
規格：23.5cm*15.2cm*3.8cm (高/寬/厚)
商品簡介
Statistical learning and analysis techniques have become extremely important today, given the tremendous growth in the size of heterogeneous data collections and the ability to process it even from physically distant locations. Recent advances made in the field of Machine Learning provide a strong framework for robust learning from the diverse corpora and continue to impact a variety of research problems across multiple scientific disciplines. The aim of this handbook is to familiarize beginners as well as experts with some of the recent techniques in this field. The proposed handbook is divided in two sections: Theory and Applications.
- very relevant to current research challenges faced in various fields
- self-contained reference to machine learning
-
emphasis on applications-oriented techniques
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