Multi-Objective Machine Learning (Studies in Computational Intelligence)

3 avg rating
( 2 ratings by Goodreads )
 
9783540306764: Multi-Objective Machine Learning (Studies in Computational Intelligence)
View all copies of this ISBN edition:
 
 

Recently, increasing interest has been shown in applying the concept of Pareto-optimality to machine learning, particularly inspired by the successful developments in evolutionary multi-objective optimization. It has been shown that the multi-objective approach to machine learning is particularly successful to improve the performance of the traditional single objective machine learning methods, to generate highly diverse multiple Pareto-optimal models for constructing ensembles models and, and to achieve a desired trade-off between accuracy and interpretability of neural networks or fuzzy systems. This monograph presents a selected collection of research work on multi-objective approach to machine learning, including multi-objective feature selection, multi-objective model selection in training multi-layer perceptrons, radial-basis-function networks, support vector machines, decision trees, and intelligent systems.

"synopsis" may belong to another edition of this title.

Buy New View Book
List Price: US$ 379.99
US$ 111.23

Convert currency

Shipping: US$ 9.86
From United Kingdom to U.S.A.

Destination, rates & speeds

Add to Basket

Top Search Results from the AbeBooks Marketplace

1.

Jin, Yaochu (Editor)
Published by Springer Verlag (2006)
ISBN 10: 3540306765 ISBN 13: 9783540306764
New Hardcover Quantity Available: 1
Seller:
Revaluation Books
(Exeter, United Kingdom)
Rating
[?]

Book Description Springer Verlag, 2006. Hardcover. Condition: Brand New. 1st edition. 660 pages. 9.25x6.50x1.25 inches. In Stock. Seller Inventory # __3540306765

More information about this seller | Contact this seller

Buy New
US$ 111.23
Convert currency

Add to Basket

Shipping: US$ 9.86
From United Kingdom to U.S.A.
Destination, rates & speeds

2.

Jin, Yaochu [Editor]
Published by Springer (2006)
ISBN 10: 3540306765 ISBN 13: 9783540306764
New Hardcover Quantity Available: 10
Seller:
Ergodebooks
(RICHMOND, TX, U.S.A.)
Rating
[?]

Book Description Springer, 2006. Hardcover. Condition: New. Seller Inventory # INGM9783540306764

More information about this seller | Contact this seller

Buy New
US$ 297.84
Convert currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, rates & speeds

3.

Jin, Yaochu
Published by Springer (2016)
ISBN 10: 3540306765 ISBN 13: 9783540306764
New Paperback Quantity Available: 1
Print on Demand
Seller:
Ria Christie Collections
(Uxbridge, United Kingdom)
Rating
[?]

Book Description Springer, 2016. Paperback. Condition: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Seller Inventory # ria9783540306764_lsuk

More information about this seller | Contact this seller

Buy New
US$ 310.94
Convert currency

Add to Basket

Shipping: US$ 5.09
From United Kingdom to U.S.A.
Destination, rates & speeds

4.

Published by Springer (2006)
ISBN 10: 3540306765 ISBN 13: 9783540306764
New Hardcover Quantity Available: 1
Seller:
Irish Booksellers
(Portland, ME, U.S.A.)
Rating
[?]

Book Description Springer, 2006. Condition: New. book. Seller Inventory # M3540306765

More information about this seller | Contact this seller

Buy New
US$ 320.19
Convert currency

Add to Basket

Shipping: US$ 3.27
Within U.S.A.
Destination, rates & speeds

5.

Yaochu Jin (editor)
Published by Springer Berlin Heidelberg 2006-02-10, Berlin (2006)
ISBN 10: 3540306765 ISBN 13: 9783540306764
New Hardcover Quantity Available: > 20
Seller:
Blackwell's
(Oxford, OX, United Kingdom)
Rating
[?]

Book Description Springer Berlin Heidelberg 2006-02-10, Berlin, 2006. hardback. Condition: New. Seller Inventory # 9783540306764

More information about this seller | Contact this seller

Buy New
US$ 350.33
Convert currency

Add to Basket

Shipping: US$ 9.86
From United Kingdom to U.S.A.
Destination, rates & speeds

6.

Yaochu Jin,
Published by Springer (2006)
ISBN 10: 3540306765 ISBN 13: 9783540306764
New First Edition Quantity Available: 1
Seller:
BookVistas
(New Delhi, India)
Rating
[?]

Book Description Springer, 2006. Condition: New. 1st. Seller Inventory # DBS-9783540306764

More information about this seller | Contact this seller

Buy New
US$ 351.64
Convert currency

Add to Basket

Shipping: US$ 9.63
From India to U.S.A.
Destination, rates & speeds

7.

YAOCHU JIN
Published by Springer (2006)
ISBN 10: 3540306765 ISBN 13: 9783540306764
New Hardcover Quantity Available: 1
Seller:
Herb Tandree Philosophy Books
(Stroud, GLOS, United Kingdom)
Rating
[?]

Book Description Springer, 2006. Hardback. Condition: NEW. 9783540306764 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. For all enquiries, please contact Herb Tandree Philosophy Books directly - customer service is our primary goal. Seller Inventory # HTANDREE0332506

More information about this seller | Contact this seller

Buy New
US$ 372.36
Convert currency

Add to Basket

Shipping: US$ 10.49
From United Kingdom to U.S.A.
Destination, rates & speeds

8.

George W. Ware
Published by Springer (1992)
ISBN 10: 3540306765 ISBN 13: 9783540306764
New Hardcover Quantity Available: 1
Seller:
Rating
[?]

Book Description Springer, 1992. Condition: New. Seller Inventory # L9783540306764

More information about this seller | Contact this seller

Buy New
US$ 385.80
Convert currency

Add to Basket

Shipping: US$ 3.21
From Germany to U.S.A.
Destination, rates & speeds

9.

Yaochu Jin
Published by Springer-Verlag Gmbh Feb 2006 (2006)
ISBN 10: 3540306765 ISBN 13: 9783540306764
New Quantity Available: 1
Seller:
Rating
[?]

Book Description Springer-Verlag Gmbh Feb 2006, 2006. Buch. Condition: Neu. Neuware - Recently, increasing interest has been shown in applying the concept of Pareto-optimality to machine learning, particularly inspired by the successful developments in evolutionary multi-objective optimization. It has been shown that the multi-objective approach to machine learning is particularly successful to improve the performance of the traditional single objective machine learning methods, to generate highly diverse multiple Pareto-optimal models for constructing ensembles models and, and to achieve a desired trade-off between accuracy and interpretability of neural networks or fuzzy systems. This monograph presents a selected collection of research work on multi-objective approach to machine learning, including multi-objective feature selection, multi-objective model selection in training multi-layer perceptrons, radial-basis-function networks, support vector machines, decision trees, and intelligent systems. 660 pp. Englisch. Seller Inventory # 9783540306764

More information about this seller | Contact this seller

Buy New
US$ 385.80
Convert currency

Add to Basket

Shipping: US$ 14.00
From Germany to U.S.A.
Destination, rates & speeds

10.

Yaochu Jin
Published by Springer-Verlag Gmbh Feb 2006 (2006)
ISBN 10: 3540306765 ISBN 13: 9783540306764
New Quantity Available: 1
Seller:
BuchWeltWeit Inh. Ludwig Meier e.K.
(Bergisch Gladbach, Germany)
Rating
[?]

Book Description Springer-Verlag Gmbh Feb 2006, 2006. Buch. Condition: Neu. Neuware - Recently, increasing interest has been shown in applying the concept of Pareto-optimality to machine learning, particularly inspired by the successful developments in evolutionary multi-objective optimization. It has been shown that the multi-objective approach to machine learning is particularly successful to improve the performance of the traditional single objective machine learning methods, to generate highly diverse multiple Pareto-optimal models for constructing ensembles models and, and to achieve a desired trade-off between accuracy and interpretability of neural networks or fuzzy systems. This monograph presents a selected collection of research work on multi-objective approach to machine learning, including multi-objective feature selection, multi-objective model selection in training multi-layer perceptrons, radial-basis-function networks, support vector machines, decision trees, and intelligent systems. 660 pp. Englisch. Seller Inventory # 9783540306764

More information about this seller | Contact this seller

Buy New
US$ 385.80
Convert currency

Add to Basket

Shipping: US$ 19.99
From Germany to U.S.A.
Destination, rates & speeds

There are more copies of this book

View all search results for this book