Chemometrics pattern recognition methods: Applications to gentics and metabolomics data - Couverture souple

Xu, Yun

9783659262098: Chemometrics pattern recognition methods: Applications to gentics and metabolomics data

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ISBN 10 : 3659262099 ISBN 13 : 9783659262098

Editeur : LAP LAMBERT Academic Publishing, 2012

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During my Ph.D study I had been challenged by many pattern recognition tasks which coming from very different disciplines. Each task had it's unique problems. It took great efforts to find a suitable way to solve each of the problem. In return, this thesis has covered a very broad spectrum of Chemometrics pattern recognition techniques, from well known and commonly used models such as PCA, PLS-DA to state of the art models such as kernel learning and support vector machines. There is also a good coverage of the methods which are much less known to the community but could be very useful methods such as principal coordiante analysis, featureless pattern recognitions and multivariate pattern comparison. The usefulness of these methods were demonstrated through several real-life applications including single nucleotide polymorphism analysis, DNA microarray analysis and a few human and mice metabolomic profiling studies. The comprehensive coverage of chemometrics pattern recognition techniues combined with several applications could be very useful to those who work in a similar discipline.

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�diteur: LAP LAMBERT Academic Publishing
Date d'�dition: 2012
Langue: anglais
ISBN 10: 3659262099
ISBN 13: 9783659262098
Reliure: Broch�
Nombre de pages: 268
Coordonn�es du fabricant: non disponible
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Chemometrics pattern recognition methods

Yun Xu

Edit� par LAP LAMBERT Academic Publishing, 2012

ISBN 10 : 3659262099 ISBN 13 : 9783659262098

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Xu YunDr Yun Xu started his career as an analytical chemist, obtained his B.Sc in Pharmaceutical analytical chemistry. He had worked in Institute for Drug Control of Wuhan City for 4 years. Then he decided to pursue a Ph.D in Chemome. N� de r�f. du vendeur 5143970

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Chemometrics pattern recognition methods : Applications to gentics and metabolomics data

Yun Xu

Edit� par LAP Lambert Academic Publishing, 2012

ISBN 10 : 3659262099 ISBN 13 : 9783659262098

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Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - During my Ph.D study I had been challenged by many pattern recognition tasks which coming from very different disciplines. Each task had it's unique problems. It took great efforts to find a suitable way to solve each of the problem. In return, this thesis has covered a very broad spectrum of Chemometrics pattern recognition techniques, from well known and commonly used models such as PCA, PLS-DA to state of the art models such as kernel learning and support vector machines. There is also a good coverage of the methods which are much less known to the community but could be very useful methods such as principal coordiante analysis, featureless pattern recognitions and multivariate pattern comparison. The usefulness of these methods were demonstrated through several real-life applications including single nucleotide polymorphism analysis, DNA microarray analysis and a few human and mice metabolomic profiling studies. The comprehensive coverage of chemometrics pattern recognition techniues combined with several applications could be very useful to those who work in a similar discipline. N� de r�f. du vendeur 9783659262098

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Chemometrics pattern recognition methods

Yun Xu

Edit� par LAP Lambert Academic Publishing Okt 2012, 2012

ISBN 10 : 3659262099 ISBN 13 : 9783659262098

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -During my Ph.D study I had been challenged by many pattern recognition tasks which coming from very different disciplines. Each task had it's unique problems. It took great efforts to find a suitable way to solve each of the problem. In return, this thesis has covered a very broad spectrum of Chemometrics pattern recognition techniques, from well known and commonly used models such as PCA, PLS-DA to state of the art models such as kernel learning and support vector machines. There is also a good coverage of the methods which are much less known to the community but could be very useful methods such as principal coordiante analysis, featureless pattern recognitions and multivariate pattern comparison. The usefulness of these methods were demonstrated through several real-life applications including single nucleotide polymorphism analysis, DNA microarray analysis and a few human and mice metabolomic profiling studies. The comprehensive coverage of chemometrics pattern recognition techniues combined with several applications could be very useful to those who work in a similar discipline. 268 pp. Englisch. N� de r�f. du vendeur 9783659262098

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Chemometrics pattern recognition methods

Yun Xu

Edit� par LAP LAMBERT Academic Publishing Okt 2012, 2012

ISBN 10 : 3659262099 ISBN 13 : 9783659262098

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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -During my Ph.D study I had been challenged by many pattern recognition tasks which coming from very different disciplines. Each task had it's unique problems. It took great efforts to find a suitable way to solve each of the problem. In return, this thesis has covered a very broad spectrum of Chemometrics pattern recognition techniques, from well known and commonly used models such as PCA, PLS-DA to state of the art models such as kernel learning and support vector machines. There is also a good coverage of the methods which are much less known to the community but could be very useful methods such as principal coordiante analysis, featureless pattern recognitions and multivariate pattern comparison. The usefulness of these methods were demonstrated through several real-life applications including single nucleotide polymorphism analysis, DNA microarray analysis and a few human and mice metabolomic profiling studies. The comprehensive coverage of chemometrics pattern recognition techniues combined with several applications could be very useful to those who work in a similar discipline.Books on Demand GmbH, �berseering 33, 22297 Hamburg 268 pp. Englisch. N� de r�f. du vendeur 9783659262098

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