Semi-supervised and unsupervised machine learning : novel strategies /

• Κύριος συγγραφέας: Albalate, Amparo
• Άλλοι συγγραφείς: Minker, Wolfgang
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : ISTE ; 2011.; Hoboken, NJ : Wiley, 2011.
• Θέματα: Data mining.; Discourse analysis > Statistical methods.; Speech processing systems.; Computational intelligence.; Machine learning.; Computational learning theory.; Supervised learning (Machine learning); COMPUTERS > Enterprise Applications > Business Intelligence Tools.; COMPUTERS > Intelligence (AI) & Semantics.; Discourse analysis / Statistical methods.; Electronic books.

"This book provides a detailed and up-to-date overview on classification and data mining methods. The first part is focused on supervised classification algorithms and their applications, including recent research on the combination of classifiers. The second part deals with unsupervised data m...