000 01557cam 22002294a 4500
003 DLC
008 010412s2001 nyua b 001 0 eng
010 $a2001024709
020 $a047140540X
035 $b13612633
040 $dOrLoB-B
082 00 $a519.535
100 1 $aHyvarinen, A.
245 10 $aIndependent component analysis /$cAapo
Hyvèarinen, Juha Karhunen, Erkki Oja.
260 $aNew York ;$aChichester :$bWiley,$c2001.
300 $axxi, 481 p. :$bill. ;$c25 cm.
504 $aIncludes bibliographical references (p. 449-475)
and index.
520 1 $a"Independent Component Analysis (ICA) is one of
the most exciting new topics in fields such as neural
networks, advanced statistics, and signal processing. This
is the first book to provide a comprehensive introduction to
this new technique complete with the fundamental
mathematical background needed to understand and utilize it.
It offers a general overview of the basics of ICA, important
solutions and algorithms, and in-depth coverage of new
applications in image processing, telecommunications, audio
signal processing and more. Authors Hyvarinen, Karhunen, and
Oja are well known for their contributions to the
development of ICA and here cover all the relevant theory,
new algorithms, and applications in various fields.
Researchers, students, and practitioners from a variety of
disciplines will find this accessible volume both helpful
and informative."--BOOK JACKET.
650 0 $aMultivariate analysis.
650 0 $aPrincipal components analysis.
700 1 $aKarhunen, J.
700 1 $aOja, E.
