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Machines capable of automatic pattern recognition have many fascinating uses in science & engineering as well as in our daily lives. Algorithms for supervised classification, where one infers a decision boundary from a set of training examples, are at the core of this capability.

This book takes a close view of data complexity & its role in shaping the theories & techniques in different disciplines & asks:

* What is missing from current classification techniques?

* When the automatic classifiers are not perfect, is it a deficiency of the algorithms by design, or is it a difficulty intrinsic to the classification task?

* How do we know whether we have exploited to the fullest extent the knowledge embedded in the training data?

Uunique in its comprehensive coverage & multidisciplinary approach from various methodological & practical perspectives, researchers & practitioners will find this book an insightful reference to learn about current available techniques as well as application areas.

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	Technical Data Complexity in Pattern Recognition (Advanced Information and Knowledge Processing) Data Complexity in Pattern Recognition (Advanced Information and Knowledge Processing) Publisher: SpringerNumber Of Pages: 300Publication Date: 2006-09-15Sales Rank: 1525093ISBN / ASIN: 1846281717EAN: 9781846281716Binding: Ha ...
	Technical Data Complexity in Pattern Recognition \| Ebook Share Publisher: SpringerLanguage: EnglishISBN: 1846281717Paperback:?300 pagesData: Sep 2006Format: PDFDescription: Machines capable of automatic pattern recognition have many fascinating uses in science & engineering as well as in our daily ...
	Programming Pattern Recognition Algorithms for Data Mining Sankar K. Pal, Pabitra Mitra “Pattern Recognition Algorithms for Data Mining" Chapman & Hall/CRC \| 2004-05-27 \| ISBN: 1584884576 \| 280 pages \| PDF \| 3,7 Mb
	Programming Pattern Recognition Sergios Theodoridis, Konstantinos Koutroumbas “Pattern Recognition, Third Edition" Academic Press \| 2006-02-24 \| ISBN: 0123695317 \| 856 pages \| PDF \| 35,6 Mb Don't match, it's Five Bodies: Re-figuring Relationships
	Human Ear Recognition by Computer (Advances in Pattern Recognition) Human Ear Recognition by Computer (Advances in Pattern Recognition) Springer \| English \| 2008 \| ISBN: 1848001282 \| 206 pages \| PDF \| 22 MB Biometrics deals with recognition of individuals based on their physiological or behavioral c ...
	Human Ear Recognition by Computer Advances in Pattern Recognition) Human Ear Recognition by Computer (Advances in Pattern Recognition) Springer \| English \| 2008 \| ISBN: 1848001282 \| 206 pages \| PDF \| 22 MBBiometrics deals with recognition of individuals based on their physiological or behavioral ch ...

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	Technical Data Complexity in Pattern Recognition (Advanced Information and Knowledge Processing) Data Complexity in Pattern Recognition (Advanced Information and Knowledge Processing) Publisher: SpringerNumber Of Pages: 300Publication Date: 2006-09-15Sales Rank: 1525093ISBN / ASIN: 1846281717EAN: 9781846281716Binding: Ha ...
	Technical Data Complexity in Pattern Recognition \| Ebook Share Publisher: SpringerLanguage: EnglishISBN: 1846281717Paperback:?300 pagesData: Sep 2006Format: PDFDescription: Machines capable of automatic pattern recognition have many fascinating uses in science & engineering as well as in our daily ...
	Programming Pattern Recognition Algorithms for Data Mining Sankar K. Pal, Pabitra Mitra “Pattern Recognition Algorithms for Data Mining" Chapman & Hall/CRC \| 2004-05-27 \| ISBN: 1584884576 \| 280 pages \| PDF \| 3,7 Mb
	Programming Pattern Recognition Sergios Theodoridis, Konstantinos Koutroumbas “Pattern Recognition, Third Edition" Academic Press \| 2006-02-24 \| ISBN: 0123695317 \| 856 pages \| PDF \| 35,6 Mb Don't match, it's Five Bodies: Re-figuring Relationships
	Human Ear Recognition by Computer (Advances in Pattern Recognition) Human Ear Recognition by Computer (Advances in Pattern Recognition) Springer \| English \| 2008 \| ISBN: 1848001282 \| 206 pages \| PDF \| 22 MB Biometrics deals with recognition of individuals based on their physiological or behavioral c ...
	Human Ear Recognition by Computer Advances in Pattern Recognition) Human Ear Recognition by Computer (Advances in Pattern Recognition) Springer \| English \| 2008 \| ISBN: 1848001282 \| 206 pages \| PDF \| 22 MBBiometrics deals with recognition of individuals based on their physiological or behavioral ch ...

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