Neural Networks for Applied Sciences and Engineering: From Fundamentals to Complex Pattern Recognition

3.56 avg rating
( 9 ratings by Goodreads )
 
9780849333750: Neural Networks for Applied Sciences and Engineering: From Fundamentals to Complex Pattern Recognition
View all copies of this ISBN edition:
 
 

In response to the exponentially increasing need to analyze vast amounts of data, Neural Networks for Applied Sciences and Engineering: From Fundamentals to Complex Pattern Recognition provides scientists with a simple but systematic introduction to neural networks.

Beginning with an introductory discussion on the role of neural networks in scientific data analysis, this book provides a solid foundation of basic neural network concepts. It contains an overview of neural network architectures for practical data analysis followed by extensive step-by-step coverage on linear networks, as well as, multi-layer perceptron for nonlinear prediction and classification explaining all stages of processing and model development illustrated through practical examples and case studies. Later chapters present an extensive coverage on Self Organizing Maps for nonlinear data clustering, recurrent networks for linear nonlinear time series forecasting, and other network types suitable for scientific data analysis.

With an easy to understand format using extensive graphical illustrations and multidisciplinary scientific context, this book fills the gap in the market for neural networks for multi-dimensional scientific data, and relates neural networks to statistics.

Features
§ Explains neural networks in a multi-disciplinary context
§ Uses extensive graphical illustrations to explain complex mathematical concepts for quick and easy understanding
? Examines in-depth neural networks for linear and nonlinear prediction, classification, clustering and forecasting
§ Illustrates all stages of model development and interpretation of results, including data preprocessing, data dimensionality reduction, input selection, model development and validation, model uncertainty assessment, sensitivity analyses on inputs, errors and model parameters

Sandhya Samarasinghe obtained her MSc in Mechanical Engineering from Lumumba University in Russia and an MS and PhD in Engineering from Virginia Tech, USA. Her neural networks research focuses on theoretical understanding and advancements as well as practical implementations.

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

Buy New View Book
List Price: US$ 150.00
US$ 118.99

Convert currency

Shipping: US$ 11.55
From United Kingdom to U.S.A.

Destination, rates & speeds

Add to Basket

Top Search Results from the AbeBooks Marketplace

1.

Sandhya Samarasinghe
Published by Auerbach Publications (2006)
ISBN 10: 084933375X ISBN 13: 9780849333750
New Quantity Available: > 20
Seller:
Books2Anywhere
(Fairford, GLOS, United Kingdom)
Rating
[?]

Book Description Auerbach Publications, 2006. HRD. Condition: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Seller Inventory # F9-9780849333750

More information about this seller | Contact this seller

Buy New
US$ 118.99
Convert currency

Add to Basket

Shipping: US$ 11.55
From United Kingdom to U.S.A.
Destination, rates & speeds

2.

Samarasinghe, Sandhy
Published by Auerbach Publication
ISBN 10: 084933375X ISBN 13: 9780849333750
New Hardcover Quantity Available: 1
Print on Demand
Seller:
Rating
[?]

Book Description Auerbach Publication. Condition: BRAND NEW. BRAND NEW Hardcover - This title is now printed on demand - please allow added time for shipment! A Brand New Quality Book from a Full-Time Veteran Owned Bookshop in business since 1992!. Seller Inventory # 3508305

More information about this seller | Contact this seller

Buy New
US$ 153.95
Convert currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, rates & speeds

3.

Samarasinghe, Sandhya
Published by Auerbach Publications (2006)
ISBN 10: 084933375X ISBN 13: 9780849333750
New Hardcover Quantity Available: 2
Seller:
Murray Media
(NORTH MIAMI BEACH, FL, U.S.A.)
Rating
[?]

Book Description Auerbach Publications, 2006. Hardcover. Condition: New. Never used!. Seller Inventory # P11084933375X

More information about this seller | Contact this seller

Buy New
US$ 161.33
Convert currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, rates & speeds

4.

Sandhya Samarasinghe
Published by Auerbach Publications (2006)
ISBN 10: 084933375X ISBN 13: 9780849333750
New Hardcover Quantity Available: 1
Seller:
Irish Booksellers
(Portland, ME, U.S.A.)
Rating
[?]

Book Description Auerbach Publications, 2006. Condition: New. book. Seller Inventory # M084933375X

More information about this seller | Contact this seller

Buy New
US$ 161.76
Convert currency

Add to Basket

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

5.

SAMARASINGHE, SANDHYA.
Published by Auerbach Publications (2006)
ISBN 10: 084933375X ISBN 13: 9780849333750
New Hardcover Quantity Available: 1
Seller:
Herb Tandree Philosophy Books
(Stroud, GLOS, United Kingdom)
Rating
[?]

Book Description Auerbach Publications, 2006. Hardback. Condition: NEW. 9780849333750 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 # HTANDREE0252133

More information about this seller | Contact this seller

Buy New
US$ 159.92
Convert currency

Add to Basket

Shipping: US$ 10.27
From United Kingdom to U.S.A.
Destination, rates & speeds

6.

Sandhya Samarasinghe
Published by Auerbach Publications 2006-09-12 (2006)
ISBN 10: 084933375X ISBN 13: 9780849333750
New Quantity Available: 5
Seller:
Chiron Media
(Wallingford, United Kingdom)
Rating
[?]

Book Description Auerbach Publications 2006-09-12, 2006. Condition: New. Brand new book, sourced directly from publisher. Dispatch time is 4-5 working days from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Seller Inventory # NU-TNFPD-00104946

More information about this seller | Contact this seller

Buy New
US$ 137.14
Convert currency

Add to Basket

Shipping: US$ 38.39
From United Kingdom to U.S.A.
Destination, rates & speeds

7.

Sandhya Samarasinghe
Published by Taylor & Francis Ltd, United Kingdom (2006)
ISBN 10: 084933375X ISBN 13: 9780849333750
New Hardcover Quantity Available: 1
Seller:
Book Depository hard to find
(London, United Kingdom)
Rating
[?]

Book Description Taylor & Francis Ltd, United Kingdom, 2006. Hardback. Condition: New. Language: English. Brand new Book. In response to the exponentially increasing need to analyze vast amounts of data, Neural Networks for Applied Sciences and Engineering: From Fundamentals to Complex Pattern Recognition provides scientists with a simple but systematic introduction to neural networks. Beginning with an introductory discussion on the role of neural networks in scientific data analysis, this book provides a solid foundation of basic neural network concepts. It contains an overview of neural network architectures for practical data analysis followed by extensive step-by-step coverage on linear networks, as well as, multi-layer perceptron for nonlinear prediction and classification explaining all stages of processing and model development illustrated through practical examples and case studies. Later chapters present an extensive coverage on Self Organizing Maps for nonlinear data clustering, recurrent networks for linear nonlinear time series forecasting, and other network types suitable for scientific data analysis. With an easy to understand format using extensive graphical illustrations and multidisciplinary scientific context, this book fills the gap in the market for neural networks for multi-dimensional scientific data, and relates neural networks to statistics. FeaturesExplains neural networks in a multi-disciplinary contextUses extensive graphical illustrations to explain complex mathematical concepts for quick and easy understanding?Examines in-depth neural networks for linear and nonlinear prediction, classification, clustering and forecastingIllustrates all stages of model development and interpretation of results, including data preprocessing, data dimensionality reduction, input selection, model development and validation, model uncertainty assessment, sensitivity analyses on inputs, errors and model parameters Sandhya Samarasinghe obtained her MSc in Mechanical Engineering from Lumumba University in Russia and an MS and PhD in Engineering from Virginia Tech, USA. Her neural networks research focuses on theoretical understanding and advancements as well as practical implementations. Seller Inventory # BTE9780849333750

More information about this seller | Contact this seller

Buy New
US$ 177.15
Convert currency

Add to Basket

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

8.

Samarasinghe, Sandhya (Author)
Published by Auerbach Pub (2006)
ISBN 10: 084933375X ISBN 13: 9780849333750
New Hardcover Quantity Available: 1
Seller:
Revaluation Books
(Exeter, United Kingdom)
Rating
[?]

Book Description Auerbach Pub, 2006. Hardcover. Condition: Brand New. 1st edition. 570 pages. 9.25x6.25x1.50 inches. In Stock. Seller Inventory # __084933375X

More information about this seller | Contact this seller

Buy New
US$ 171.95
Convert currency

Add to Basket

Shipping: US$ 9.62
From United Kingdom to U.S.A.
Destination, rates & speeds

9.

Sandhya Samarasinghe
Published by Auerbach Publications (2006)
ISBN 10: 084933375X ISBN 13: 9780849333750
New Hardcover Quantity Available: 1
Seller:
Ergodebooks
(RICHMOND, TX, U.S.A.)
Rating
[?]

Book Description Auerbach Publications, 2006. Hardcover. Condition: New. 1. Seller Inventory # DADAX084933375X

More information about this seller | Contact this seller

Buy New
US$ 184.74
Convert currency

Add to Basket

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

10.

Sandhya Samarasinghe
ISBN 10: 084933375X ISBN 13: 9780849333750
New Quantity Available: 1
Seller:
BennettBooksLtd
(San Diego, CA, U.S.A.)
Rating
[?]

Book Description Condition: New. New. Seller Inventory # STR-084933375X

More information about this seller | Contact this seller

Buy New
US$ 249.57
Convert currency

Add to Basket

Shipping: US$ 4.95
Within U.S.A.
Destination, rates & speeds

There are more copies of this book

View all search results for this book