Ensemble Methods: Foundations and Algorithms (Chapman & Hall/CRC Data Mining and Knowledge Discovery Serie)

Zhi-Hua Zhou

ISBN 10: 1439830037 ISBN 13: 9781439830031

Editorial: Chapman and Hall/CRC 2012-07-13, 2012

Nuevos Hardcover

Librer�a: Chiron Media, Wallingford, Reino Unido Calificaci�n del vendedor: 5 de 5 estrellas

Vendedor de AbeBooks desde 2 de agosto de 2010

Este art�culo en concreto ya no est� disponible.

Ver los art�culos de este vendedor Crear una petici�n para art�culos similares

Ver todos los ejemplares de este libro

Descripci�n

N� de ref. del art�culo 6666-TNFPD-9781439830031

Denunciar este art�culo

Sinopsis:

An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks. It gives you the necessary groundwork to carry out further research in this evolving field.

After presenting background and terminology, the book covers the main algorithms and theories, including Boosting, Bagging, Random Forest, averaging and voting schemes, the Stacking method, mixture of experts, and diversity measures. It also discusses multiclass extension, noise tolerance, error-ambiguity and bias-variance decompositions, and recent progress in information theoretic diversity.

Moving on to more advanced topics, the author explains how to achieve better performance through ensemble pruning and how to generate better clustering results by combining multiple clusterings. In addition, he describes developments of ensemble methods in semi-supervised learning, active learning, cost-sensitive learning, class-imbalance learning, and comprehensibility enhancement.

Acerca del autor:

Zhi-Hua Zhou is a professor in the Department of Computer Science and Technology and the National Key Laboratory for Novel Software Technology at Nanjing University. Dr. Zhou is the founding steering committee co-chair of ACML and associate editor-in-chief, associate editor, and editorial board member of numerous journals. He has published extensively in top-tier journals, chaired many conferences, and won six international journal/conference/competition awards. His research interests encompass the areas of machine learning, data mining, pattern recognition, and multimedia information retrieval.

"Sobre este t�tulo" puede pertenecer a otra edici�n de este libro.

Detalles bibliogr�ficos

T�tulo: Ensemble Methods: Foundations and Algorithms...
Editorial: Chapman and Hall/CRC 2012-07-13
A�o de publicaci�n: 2012
Encuadernaci�n: Hardcover
Condici�n: New

Los mejores resultados en AbeBooks

Imagen de archivo

Ensemble Methods: Foundations and Algorithms (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Zhou, Zhi-Hua

Publicado por Chapman and Hall/CRC, 2012

ISBN 10: 1439830037 ISBN 13: 9781439830031

Antiguo o usado Tapa dura

Librería: HPB-Red, Dallas, TX, Estados Unidos de America

Calificaci�n del vendedor: 5 de 5 estrellas

Hardcover. Condici�n: Acceptable. Connecting readers with great books since 1972. Used textbooks may not include companion materials such as access codes, etc. May have condition issues including wear and notes/highlighting. We ship orders daily and Customer Service is our top priority! N� de ref. del art�culo: S_454171198

Contactar al vendedor

Comprar usado

EUR 27,20

EUR 3,20 shipping
Se env�a dentro de Estados Unidos de America

Cantidad disponible: 1 disponibles

A�adir al carrito

Imagen de archivo

Ensemble Methods (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Zhou, Zhi-Hua

Publicado por Chapman and Hall/CRC, 2012

ISBN 10: 1439830037 ISBN 13: 9781439830031

Antiguo o usado Tapa dura Original o primera edici�n

Librería: Textbooks_Source, Columbia, MO, Estados Unidos de America

Calificaci�n del vendedor: 5 de 5 estrellas

hardcover. Condici�n: Good. 1st Edition. Ships in a BOX from Central Missouri! May not include working access code. Will not include dust jacket. Has used sticker(s) and some writing or highlighting. UPS shipping for most packages, (Priority Mail for AK/HI/APO/PO Boxes). N� de ref. del art�culo: 001405283U

Contactar al vendedor

Comprar usado

EUR 27,44

EUR 3,41 shipping
Se env�a dentro de Estados Unidos de America

Cantidad disponible: 1 disponibles

A�adir al carrito

Imagen de archivo

Ensemble Methods: Foundations and Algorithms

Zhou, Zhi-Hua

Publicado por CRC Press, 2012

ISBN 10: 1439830037 ISBN 13: 9781439830031

Antiguo o usado Tapa dura

Librería: ThriftBooks-Dallas, Dallas, TX, Estados Unidos de America

Calificaci�n del vendedor: 5 de 5 estrellas

Hardcover. Condici�n: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less. N� de ref. del art�culo: G1439830037I3N00

Contactar al vendedor

Comprar usado

EUR 30,71

Gastos de env�o gratis
Se env�a dentro de Estados Unidos de America

Cantidad disponible: 1 disponibles

A�adir al carrito

Imagen de archivo

Ensemble Methods (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Zhou, Zhi-Hua

Publicado por Chapman and Hall/CRC, 2012

ISBN 10: 1439830037 ISBN 13: 9781439830031

Nuevo Tapa dura Original o primera edici�n

Librería: Textbooks_Source, Columbia, MO, Estados Unidos de America

Calificaci�n del vendedor: 5 de 5 estrellas

hardcover. Condici�n: New. 1st Edition. Ships in a BOX from Central Missouri! UPS shipping for most packages, (Priority Mail for AK/HI/APO/PO Boxes). N� de ref. del art�culo: 001405283N

Contactar al vendedor

Comprar nuevo

EUR 35,62

EUR 3,41 shipping
Se env�a dentro de Estados Unidos de America

Cantidad disponible: 1 disponibles

A�adir al carrito

Imagen de archivo

Ensemble Methods (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Zhou, Zhi-Hua

Publicado por Chapman and Hall/CRC, 2012

ISBN 10: 1439830037 ISBN 13: 9781439830031

Nuevo Tapa dura

Librería: Your Online Bookstore, Houston, TX, Estados Unidos de America

Calificaci�n del vendedor: 5 de 5 estrellas

hardcover. Condici�n: New. N� de ref. del art�culo: 1439830037-11-35090238

Contactar al vendedor

Comprar nuevo

EUR 39,11

Gastos de env�o gratis
Se env�a dentro de Estados Unidos de America

Cantidad disponible: 1 disponibles

A�adir al carrito

Imagen de archivo

Ensemble Methods (Chapman Hall/CRC Machine Learning Pattern Recognition)

Zhou, Zhi-Hua

Publicado por Chapman and Hall/CRC, 2012

ISBN 10: 1439830037 ISBN 13: 9781439830031

Nuevo Tapa dura

Librería: Toscana Books, AUSTIN, TX, Estados Unidos de America

Calificaci�n del vendedor: 5 de 5 estrellas

Hardcover. Condici�n: new. Excellent Condition.Excels in customer satisfaction, prompt replies, and quality checks. N� de ref. del art�culo: Scanned1439830037

Contactar al vendedor

Comprar nuevo

EUR 70,02

EUR 3,67 shipping
Se env�a dentro de Estados Unidos de America

Cantidad disponible: 1 disponibles

A�adir al carrito

Imagen del vendedor

Ensemble Methods : Foundations and Algorithms

Zhou, Zhi-Hua

Publicado por Chapman and Hall/CRC, 2012

ISBN 10: 1439830037 ISBN 13: 9781439830031

Antiguo o usado Tapa dura

Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America

Calificaci�n del vendedor: 5 de 5 estrellas

Condici�n: good. May show signs of wear, highlighting, writing, and previous use. This item may be a former library book with typical markings. No guarantee on products that contain supplements Your satisfaction is 100% guaranteed. Twenty-five year bookseller with shipments to over fifty million happy customers. N� de ref. del art�culo: 16651985-5

Contactar al vendedor