Learning in Non-Stationary Environments: Methods and Applications

0 avg rating
( 0 ratings by Goodreads )
 
9781441980199: Learning in Non-Stationary Environments: Methods and Applications
View all copies of this ISBN edition:
 
 

Recent decades have seen rapid advances in automatization processes, supported by modern machines and computers. The result is significant increases in system complexity and state changes, information sources, the need for faster data handling and the integration of environmental influences. Intelligent systems, equipped with a taxonomy of data-driven system identification and machine learning algorithms, can handle these problems partially. Conventional learning algorithms in a batch off-line setting fail whenever dynamic changes of the process appear due to non-stationary environments and external influences.

 

Learning in Non-Stationary Environments: Methods and Applications offers a wide-ranging, comprehensive review of recent developments and important methodologies in the field. The coverage focuses on dynamic learning in unsupervised problems, dynamic learning in supervised classification and dynamic learning in supervised regression problems. A later section is dedicated to applications in which dynamic learning methods serve as keystones for achieving models with high accuracy.

 

Rather than rely on a mathematical theorem/proof style, the editors highlight numerous figures, tables, examples and applications, together with their explanations.

 

This approach offers a useful basis for further investigation and fresh ideas and motivates and inspires newcomers to explore this promising and still emerging field of research.

 

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

About the Author:

Both editors are active researchers in the area with a significant publication record where the publications themselves are in the general area to be covered in the proposed edited volume.

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

Buy New View Book
List Price: US$ 219.99
US$ 164.46

Convert currency

Shipping: US$ 3.27
Within U.S.A.

Destination, rates & speeds

Add to Basket

Other Popular Editions of the Same Title

9781489993403: Learning in Non-Stationary Environments: Methods and Applications

Featured Edition

ISBN 10:  1489993401 ISBN 13:  9781489993403
Publisher: Springer, 2014
Softcover

Top Search Results from the AbeBooks Marketplace

1.

Published by Springer (2012)
ISBN 10: 1441980199 ISBN 13: 9781441980199
New Hardcover Quantity Available: 1
Seller:
Irish Booksellers
(Portland, ME, U.S.A.)
Rating
[?]

Book Description Springer, 2012. Condition: New. book. Seller Inventory # M1441980199

More information about this seller | Contact this seller

Buy New
US$ 164.46
Convert currency

Add to Basket

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

2.

Sayed-Mouchaweh, Moamar
Published by Springer (2016)
ISBN 10: 1441980199 ISBN 13: 9781441980199
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 # ria9781441980199_lsuk

More information about this seller | Contact this seller

Buy New
US$ 188.34
Convert currency

Add to Basket

Shipping: US$ 4.93
From United Kingdom to U.S.A.
Destination, rates & speeds

3.

Moamar Sayed-Mouchaweh
Published by Springer-Verlag New York Inc. (2012)
ISBN 10: 1441980199 ISBN 13: 9781441980199
New Quantity Available: > 20
Print on Demand
Seller:
Pbshop
(Wood Dale, IL, U.S.A.)
Rating
[?]

Book Description Springer-Verlag New York Inc., 2012. HRD. Condition: New. New Book. Shipped from US within 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # IQ-9781441980199

More information about this seller | Contact this seller

Buy New
US$ 198.78
Convert currency

Add to Basket

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

4.

Published by Springer-Verlag New York Inc., United States (2012)
ISBN 10: 1441980199 ISBN 13: 9781441980199
New Hardcover Quantity Available: 10
Seller:
Book Depository hard to find
(London, United Kingdom)
Rating
[?]

Book Description Springer-Verlag New York Inc., United States, 2012. Hardback. Condition: New. 2012. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. Recent decades have seen rapid advances in automatization processes, supported by modern machines and computers. The result is significant increases in system complexity and state changes, information sources, the need for faster data handling and the integration of environmental influences. Intelligent systems, equipped with a taxonomy of data-driven system identification and machine learning algorithms, can handle these problems partially. Conventional learning algorithms in a batch off-line setting fail whenever dynamic changes of the process appear due to non-stationary environments and external influences. Learning in Non-Stationary Environments: Methods and Applications offers a wide-ranging, comprehensive review of recent developments and important methodologies in the field. The coverage focuses on dynamic learning in unsupervised problems, dynamic learning in supervised classification and dynamic learning in supervised regression problems. A later section is dedicated to applications in which dynamic learning methods serve as keystones for achieving models with high accuracy. Rather than rely on a mathematical theorem/proof style, the editors highlight numerous figures, tables, examples and applications, together with their explanations. This approach offers a useful basis for further investigation and fresh ideas and motivates and inspires newcomers to explore this promising and still emerging field of research. Seller Inventory # LIE9781441980199

More information about this seller | Contact this seller

Buy New
US$ 211.42
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

5.

Moamar Sayed-Mouchaweh
Published by Springer-Verlag New York Inc. (2012)
ISBN 10: 1441980199 ISBN 13: 9781441980199
New Quantity Available: > 20
Print on Demand
Seller:
Books2Anywhere
(Fairford, GLOS, United Kingdom)
Rating
[?]

Book Description Springer-Verlag New York Inc., 2012. HRD. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # IQ-9781441980199

More information about this seller | Contact this seller

Buy New
US$ 203.37
Convert currency

Add to Basket

Shipping: US$ 11.49
From United Kingdom to U.S.A.
Destination, rates & speeds

6.

Sayed-Mouchaweh, Moamar [Editor]; Lughofer, Edwin [Editor];
Published by Springer (2012)
ISBN 10: 1441980199 ISBN 13: 9781441980199
New Hardcover Quantity Available: 10
Seller:
Ergodebooks
(RICHMOND, TX, U.S.A.)
Rating
[?]

Book Description Springer, 2012. Hardcover. Condition: New. Seller Inventory # INGM9781441980199

More information about this seller | Contact this seller

Buy New
US$ 235.74
Convert currency

Add to Basket

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

7.

MOAMAR SAYED-MOUCHAWEH
Published by Springer (2012)
ISBN 10: 1441980199 ISBN 13: 9781441980199
New Hardcover Quantity Available: 1
Seller:
Herb Tandree Philosophy Books
(Stroud, GLOS, United Kingdom)
Rating
[?]

Book Description Springer, 2012. Hardback. Condition: NEW. 9781441980199 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 # HTANDREE0298429

More information about this seller | Contact this seller

Buy New
US$ 231.35
Convert currency

Add to Basket

Shipping: US$ 10.18
From United Kingdom to U.S.A.
Destination, rates & speeds

8.

Published by Springer-Verlag New York Inc., United States (2012)
ISBN 10: 1441980199 ISBN 13: 9781441980199
New Hardcover Quantity Available: 10
Print on Demand
Seller:
Book Depository International
(London, United Kingdom)
Rating
[?]

Book Description Springer-Verlag New York Inc., United States, 2012. Hardback. Condition: New. 2012. Language: English . Brand New Book ***** Print on Demand *****. Recent decades have seen rapid advances in automatization processes, supported by modern machines and computers. The result is significant increases in system complexity and state changes, information sources, the need for faster data handling and the integration of environmental influences. Intelligent systems, equipped with a taxonomy of data-driven system identification and machine learning algorithms, can handle these problems partially. Conventional learning algorithms in a batch off-line setting fail whenever dynamic changes of the process appear due to non-stationary environments and external influences. Learning in Non-Stationary Environments: Methods and Applications offers a wide-ranging, comprehensive review of recent developments and important methodologies in the field. The coverage focuses on dynamic learning in unsupervised problems, dynamic learning in supervised classification and dynamic learning in supervised regression problems. A later section is dedicated to applications in which dynamic learning methods serve as keystones for achieving models with high accuracy. Rather than rely on a mathematical theorem/proof style, the editors highlight numerous figures, tables, examples and applications, together with their explanations. This approach offers a useful basis for further investigation and fresh ideas and motivates and inspires newcomers to explore this promising and still emerging field of research. Seller Inventory # APC9781441980199

More information about this seller | Contact this seller

Buy New
US$ 244.20
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

9.

Published by Springer (2012)
ISBN 10: 1441980199 ISBN 13: 9781441980199
New Hardcover Quantity Available: 15
Print on Demand
Seller:
Rating
[?]

Book Description Springer, 2012. Condition: New. This item is printed on demand for shipment within 3 working days. Seller Inventory # LP9781441980199

More information about this seller | Contact this seller

Buy New
US$ 246.99
Convert currency

Add to Basket

Shipping: US$ 3.14
From Germany to U.S.A.
Destination, rates & speeds

10.

Published by Springer-Verlag New York Inc., United States (2012)
ISBN 10: 1441980199 ISBN 13: 9781441980199
New Hardcover Quantity Available: 10
Print on Demand
Seller:
The Book Depository
(London, United Kingdom)
Rating
[?]

Book Description Springer-Verlag New York Inc., United States, 2012. Hardback. Condition: New. 2012. Language: English . Brand New Book ***** Print on Demand *****.Recent decades have seen rapid advances in automatization processes, supported by modern machines and computers. The result is significant increases in system complexity and state changes, information sources, the need for faster data handling and the integration of environmental influences. Intelligent systems, equipped with a taxonomy of data-driven system identification and machine learning algorithms, can handle these problems partially. Conventional learning algorithms in a batch off-line setting fail whenever dynamic changes of the process appear due to non-stationary environments and external influences. Learning in Non-Stationary Environments: Methods and Applications offers a wide-ranging, comprehensive review of recent developments and important methodologies in the field. The coverage focuses on dynamic learning in unsupervised problems, dynamic learning in supervised classification and dynamic learning in supervised regression problems. A later section is dedicated to applications in which dynamic learning methods serve as keystones for achieving models with high accuracy. Rather than rely on a mathematical theorem/proof style, the editors highlight numerous figures, tables, examples and applications, together with their explanations. This approach offers a useful basis for further investigation and fresh ideas and motivates and inspires newcomers to explore this promising and still emerging field of research. Seller Inventory # APC9781441980199

More information about this seller | Contact this seller

Buy New
US$ 251.34
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

There are more copies of this book

View all search results for this book