Advanced techniques in knowledge discovery and data mining /

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Bibliographic Details
Imprint:New York : Springer-Verlag, 2004.
Description:1 online resource (xii, 254 p.) : ill.
Series:Advanced information and knowledge processing
Advanced information and knowledge processing.
Format: E-Resource Book
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Hidden Bibliographic Details
Other authors / contributors:Pal, Nikhil R.
Jain, L. C.
ISBN:1852338679 (alk. paper)
9781852338671 (alk. paper)
Notes:Includes bibliographical references and index.
Description based on print version record.
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.
Other form:Print version: Advanced techniques in knowledge discovery and data mining. New York : Springer-Verlag, 2004 1852338679 9781852338671