Large-Scale Parallel Data Mining (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)

Mohammed J. Zaki, Ching-Tien Ho

ISBN 10: 3540671943 / ISBN 13: 9783540671947

Published by Springer 2000-03-30, 2000

About this Item

Seller Inventory # 6666-IUK-9783540671947

Bibliographic Details

• Title: Large-Scale Parallel Data Mining (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence)
• Publisher: Springer 2000-03-30
• Publication Date: 2000
• Language: English
• ISBN 10: 3540671943
• ISBN 13: 9783540671947
• Binding: Paperback
• Condition: New

About this title

Synopsis

With the unprecedented growth-rate at which data is being collected and stored electronically today in almost all fields of human endeavor, the efficient extraction of useful information from the data available is becoming an increasing scientific challenge and a massive economic need. This book presents thoroughly reviewed and revised full versions of papers presented at a workshop on the topic held during KDD'99 in San Diego, California, USA in August 1999 complemented by several invited chapters and a detailed introductory survey in order to provide complete coverage of the relevant issues. The contributions presented cover all major tasks in data mining including parallel and distributed mining frameworks, associations, sequences, clustering, and classification. All in all, the volume presents the state of the art in the young and dynamic field of parallel and distributed data mining methods. It will be a valuable source of reference for researchers and professionals.