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Synopsis
Researchers in many disciplines face the formidable task of analyzing massive amounts of high-dimensional and highly-structured data. This is due in part to recent advances in data collection and computing technologies. As a result, fundamental statistical research is being undertaken in a variety of different fields. Driven by the complexity of these new problems, and fueled by the explosion of available computer power, highly adaptive, non-linear procedures are now essential components of modern "data analysis," a term that we liberally interpret to include speech and pattern recognition, classification, data compression and signal processing. The development of new, flexible methods combines advances from many sources, including approximation theory, numerical analysis, machine learning, signal processing and statistics. The proposed workshop intends to bring together eminent experts from these fields in order to exchange ideas and forge directions for the future.
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Nonlinear Estimation and Classification (Lecture Notes in Statistics, 171)
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Nonlinear Estimation and Classification (Lecture Notes in Statistics (171))
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Nonlinear Estimation and Classification
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Nonlinear Estimation and Classification (Paperback)
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Springer-Verlag New York Inc., New York, NY, 2003
ISBN 10: 0387954716
ISBN 13: 9780387954714
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Paperback. Condition: new. Paperback. Researchers in many disciplines face the formidable task of analyzing massive amounts of high-dimensional and highly-structured data. This is due in part to recent advances in data collection and computing technologies. As a result, fundamental statistical research is being undertaken in a variety of different fields. Driven by the complexity of these new problems, and fueled by the explosion of available computer power, highly adaptive, non-linear procedures are now essential components of modern "data analysis," a term that we liberally interpret to include speech and pattern recognition, classification, data compression and signal processing. The development of new, flexible methods combines advances from many sources, including approximation theory, numerical analysis, machine learning, signal processing and statistics. The proposed workshop intends to bring together eminent experts from these fields in order to exchange ideas and forge directions for the future. This book presents research on analyzing massive amounts of high-dimensional and highly structured data. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780387954714
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Nonlinear Estimation and Classification [Lecture Notes in Statistics 171]
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Nonlinear Estimation and Classification
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Nonlinear Estimation and Classification (Lecture Notes in Statistics, 171)
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Nonlinear Estimation and Classification
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Nonlinear Estimation and Classification
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Springer New York, Springer New York Jan 2003, 2003
ISBN 10: 0387954716
ISBN 13: 9780387954714
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Taschenbuch
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Researchers in many disciplines face the formidable task of analyzing massive amounts of high-dimensional and highly-structured data. This is due in part to recent advances in data collection and computing technologies. As a result, fundamental statistical research is being undertaken in a variety of different fields. Driven by the complexity of these new problems, and fueled by the explosion of available computer power, highly adaptive, non-linear procedures are now essential components of modern 'data analysis,' a term that we liberally interpret to include speech and pattern recognition, classification, data compression and signal processing. The development of new, flexible methods combines advances from many sources, including approximation theory, numerical analysis, machine learning, signal processing and statistics. The proposed workshop intends to bring together eminent experts from these fields in order to exchange ideas and forge directions for the future. 488 pp. Englisch. Seller Inventory # 9780387954714
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Nonlinear Estimation and Classification
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