Advances in Knowledge Discovery and Data Mining
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From American Association for Artificial Intelligence

Advances in Knowledge Discovery and Data Mining

Edited by Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth and Ramasamy Uthurusamy

Advances in Knowledge Discovery and Data Mining brings together the latest research—in statistics, databases, machine learning, and artificial intelligence—that are part of the exciting and rapidly growing field of Knowledge Discovery and Data Mining.

AAAI Press

Overview

Author(s)

Summary

Advances in Knowledge Discovery and Data Mining brings together the latest research—in statistics, databases, machine learning, and artificial intelligence—that are part of the exciting and rapidly growing field of Knowledge Discovery and Data Mining.

Advances in Knowledge Discovery and Data Mining brings together the latest research—in statistics, databases, machine learning, and artificial intelligence—that are part of the exciting and rapidly growing field of Knowledge Discovery and Data Mining. Topics covered include fundamental issues, classification and clustering, trend and deviation analysis, dependency modeling, integrated discovery systems, next generation database systems, and application case studies. The contributors include leading researchers and practitioners from academia, government laboratories, and private industry. The last decade has seen an explosive growth in the generation and collection of data. Advances in data collection, widespread use of bar codes for most commercial products, and the computerization of many business and government transactions have flooded us with data and generated an urgent need for new techniques and tools that can intelligently and automatically assist in transforming this data into useful knowledge. This book is a timely and comprehensive overview of the new generation of techniques and tools for knowledge discovery in data. Distributed for AAAI Press

Paperback

$13.75 S ISBN: 9780262560979 625 pp. | 8.8 in x 6 in

Editors

Usama M. Fayyad

Gregory Piatetsky-Shapiro

Gregory Piatetsky-Shapiro is Senior Member of Technical Staff and Principal Investigator of the Knowledge Discovery Project at GTE Laboratories.

Padhraic Smyth

Ramasamy Uthurusamy