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Machine learning and data mining : introduction to principles and algorithms

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Introduction -- Learning and intelligence -- Machine learning basics -- Knowledge representation -- Learning as search -- Attribute quality matters -- Data preprocessing -- Constructive induction -- Symbolic learning -- Statistical learning -- Artificial neural networks -- Cluster analysis -- Learning theory -- Computational learning theory -- Definitions of some lesser known terms

Author(s): Igor Kononenko; Matjaž Kukar
Publisher: Horwood
Year: 2007

Language: English
Pages: 475
City: Chichester, UK
Tags: Информатика и вычислительная техника;Искусственный интеллект;Интеллектуальный анализ данных;