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Title Advanced techniques in knowledge discovery and data mining / Nikhil R. Pal and Lakhmi Jain (eds.)
Published New York : Springer-Verlag, 2004
Online access available from:
ProQuest Ebook Central (owned titles)    View Resource Record  


Description 1 online resource (xii, 254 pages) : illustrations
Series Advanced information and knowledge processing
Advanced information and knowledge processing.
Contents Front Matter; Trends in Data Mining and Knowledge Discovery; Advanced Methods for the Analysis of Semiconductor Manufacturing Process Data; Clustering and Visualization of Retail Market Baskets; Segmentation of Continuous Data Streams Based on a Change Detection Methodology; Instance Selection Using Evolutionary Algorithms: An Experimental Study; Using Cooperative Coevolution for Data Mining of Bayesian Networks; Knowledge Discovery and Data Mining in Medicine; Satellite Image Classification Using Cascaded Architecture of Neural Fuzzy Network
Summary "The information explosion has necessitated the development of intelligent tools for extracting useful knowledge from data. This book presents research on some of the most recent advances in data mining and knowledge discovery, and provides the theory as well as its applications on practical real world problems. In addition, the methodologies discussed encompass tools like Bayesian networks as well as major facets of computational intelligence paradigms such as neural networks, evolutionary computing, neuro-fuzzy computing and rough sets." "Advanced Techniques in Data Mining and Knowledge Discovery presents both practical detail and some of the most up-to-date theory in the field, which would be useful for postgraduate students, researchers, application engineers and professors who wish to develop applications using advanced data mining and knowledge discovery techniques."--Jacket
Bibliography Includes bibliographical references and index
Notes English
Print version record
Subject Knowledge acquisition (Expert systems)
Data mining.
Data mining.
Knowledge acquisition (Expert systems)
Data mining.
Form Electronic book
Author Pal, Nikhil R
Jain, L. C
LC no. 2004050953
ISBN 1852338679