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Pattern recognition /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Pattern recognition // Sergios Theodoridis, Konstantinos Koutroumbas.
作者:	Theodoridis, Sergios,
其他作者:	Koutroumbas, Konstantinos,
出版者:	Burlington, MA ;Academic Press, : c2009.,
版本:	4th ed.
面頁冊數:	xvii, 961 p. :ill. ; : 25 cm.;
附註:	Previous ed.: San Diego, CA : Academic Press, c2006.
標題:	Pattern recognition systems. -
ISBN:	9781597492720 (hard) :

Pattern recognition /
Theodoridis, Sergios,1951-

Pattern recognition /Sergios Theodoridis, Konstantinos Koutroumbas. - 4th ed. - Burlington, MA ;Academic Press,c2009. - xvii, 961 p. :ill. ;25 cm.

Previous ed.: San Diego, CA : Academic Press, c2006.

Includes bibliographical references and index.

Classifiers based on Bayes Decision Theory -- Linear classifiers -- Nonlinear classifiers -- Feature selection -- Feature generation I : data transformation and dimensionality reduction -- Feature generation II -- Template matching -- Context-dependent classification -- Supervised learning : the epilogue -- Clustering algorithms I : sequential algorithms -- Clustering algorithms II : hierarchial algorithms -- Clustering algorithms III : schemes based on function optimization -- Clustering algorithms IV -- Cluster validity.

ISBN: 9781597492720 (hard) :NT3050

Nat. Bib. No.: GBA8A3540bnb

Nat. Bib. Agency Control No.: 014702680UkSubjects--Topical Terms:

323698
Pattern recognition systems.

LC Class. No.: TK7882.P3 / T46 2009

Dewey Class. No.: 006.4

Pattern recognition /
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245 1 0 $a Pattern recognition / $c Sergios Theodoridis, Konstantinos Koutroumbas.
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260 $a Burlington, MA ; $a London : $c c2009. $b Academic Press,
300 $a xvii, 961 p. : $b ill. ; $c 25 cm.
500 $a Previous ed.: San Diego, CA : Academic Press, c2006.
504 $a Includes bibliographical references and index.
505 0 $a Classifiers based on Bayes Decision Theory -- Linear classifiers -- Nonlinear classifiers -- Feature selection -- Feature generation I : data transformation and dimensionality reduction -- Feature generation II -- Template matching -- Context-dependent classification -- Supervised learning : the epilogue -- Clustering algorithms I : sequential algorithms -- Clustering algorithms II : hierarchial algorithms -- Clustering algorithms III : schemes based on function optimization -- Clustering algorithms IV -- Cluster validity.
650 0 $a Pattern recognition systems. $3 323698
700 1 $a Koutroumbas, Konstantinos, $d 1967- $3 323697