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Advances in Artificial Intelligence: 14th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI 2001 Ottawa, ... (Lecture Notes in Computer Science) (Paperback)

by Eleni Stroulia (Editor), Stan Matwin (Editor) "Many real-world data sets exhibit skewed class distributions in which almost all cases are allotted to one or more larger classes and far fewer cases..." (more)

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Product details

Paperback: 366 pages
Publisher: Springer (16 May 2001)
Language English
ISBN-10: 3540421440
ISBN-13: 978-3540421443
Product Dimensions: 23.1 x 15.5 x 2.3 cm
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Product Description

Product Description
This book constitutes the refereed proceedings of the 14th Artificial Intelligence Conference sponsored by the Canadian Society for Computational Studies of Intelligence, AI 2001, held in Ottawa, Canada, in June 2001.The 24 revised full papers presented together with 14 posters were carefully reviewed and selected from around 70 submissions. Among the topics addressed are learning, data mining, searching, multi-agent systems, automated deduction, computational linguistics, constraint programming, agent learning, planning, classifier systems, heuristics, logic programming, and case-based reasoning.

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Many real-world data sets exhibit skewed class distributions in which almost all cases are allotted to one or more larger classes and far fewer cases allotted for a smaller, usually more interesting class. Read the first page

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