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Book Data
Library: Monash University
Last Loaded: 11/19/2003
MARC Timestamp: 12/09/1998
Control Number Org.:
Control Number: 1199239
MARC Record
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000 01508nam 22003618a 450
001 1199239
005 19981209123007.0
008 971014s1998 nyu b 00100 eng
010 $a 97043019
010 00 $a 97043019
019 1 $a13507325
019 $a 97043019
020 $a0471154938 (cloth : alk. paper)
035 $a0013507325
049 00 $aHARZ
050 00 $aTK5102.9$b.C475 1998
082 00 $a006.3/1$221
094 00 $a006.31 C521L
100 1 $aCherkassky, Vladimir S.
245 10 $aLearning from data :$bconcepts, theory, and
methods /$cVladimir Cherkassky and Filip Mulier.
260 $aNew York :$bWiley,$cc1998.
263 $a9803
300 $ap. cm.
500 $a"A Wiley-Interscience publication."
504 $aIncludes bibliographical references and index.
505 0 $a1. Introduction -- 2. Problem Statement,
Classical Approaches, and Adaptive Learning -- 3.
Regularization Framework -- 4. Statistical Learning Theory
-- 5. Nonlinear Optimization Strategies -- 6. Methods for
Data Reduction and Dimensionality Reduction -- 7. Methods
for Regression -- 8. Classification -- 9. Support Vector
Machines -- 10. Fuzzy Systems -- App. A. Review of Nonlinear
Optimization -- App. B. Eigenvalues and Singular Value
Decomposition.
650 0 $aAdaptive signal processing.
650 0 $aMachine learning.
650 0 $aNeural networks (Computer science)
650 0 $aFuzzy systems.
700 1 $aMulier, Filip.
949 $a01$b33168014272666
984 $a2016$cOn-order
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