Machine learning and data mining : introduction to principles and algorithms

✍ Scribed by Igor Kononenko; Matjaž Kukar

• Publisher: Horwood
• Year: 2007
• Tongue: English
• Leaves: 475
• Category: Library

✦ Synopsis

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

✦ Subjects

Информатика и вычислительная техника;Искусственный интеллект;Интеллектуальный анализ данных;