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Support Vector Machines: Theory and Applications (Studies in Fuzziness and Soft Computing) [Hardcover]

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Item description for Support Vector Machines: Theory and Applications (Studies in Fuzziness and Soft Computing) by Lipo Wang...

The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This carefully edited volume presents the state of the art of the mathematical foundation of SVM in statistical learning theory, as well as novel algorithms and applications. Support Vector Machines provides a selection of numerous real-world applications, such as bioinformatics, text categorization, pattern recognition, and object detection, written by leading experts in their respective fields.





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Item Specifications...


Pages   431
Est. Packaging Dimensions:   Length: 9.1" Width: 6.3" Height: 0.9"
Weight:   1.8 lbs.
Binding  Hardcover
Release Date   Aug 11, 2005
Publisher   Springer
ISBN  3540243887  
ISBN13  9783540243885  


Availability  0 units.


More About Lipo Wang


Register your artisan biography and upload your photo! Lipo Wanga (TM)s research interests are in computational intelligence, i.e., neural networks, evolutionary computation, and fuzzy systems, with applications to multimedia, bioinformatics, and data mining. He has published over 50 journal publications, 14 books (authored/edited), 70 conference presentations, and 7 book chapters. He holds a U.S. patent on a neural network for image sequence processing. He is an Associate Editor / Editorial Board member for 7 international journals, including IEEE Transactions on Neural Networks, IEEE Transactions on Evolutionary Computation. He is Chair of the Emergent Technologies Technical Committee, IEEE Neural Networks Society. He is also the Founding Chair of both IEEE Engineering in Medicine and Biology Chapter Singapore and IEEE Neural Networks Chapter Singapore. Dr. Wang has been on the Governing Board of the Asia-Pacific Neural Network Assembly since 1999 and served as its President in 2002/2003. He will be Technical Program Co-Chair for the 2006 IEEE International Joint Conference on Neural Networks. He served as General Chair for 4 international conferences and as member of steering / advisory / organizing / program committees of over 60 international conferences since 1998. More details may be found at his home page (http: //www.ntu.edu.sg/home/elpwang/).

Xiuju Fu received the BS degree and the MS degree from Beijing Institute of Technology (China) in 1995 and 1999, respectively. She won the Best Student Paper Award at the 2001 Augsburg Data Mining Symposium, Germany. She received the PhD degree in Electronic Engineering from Nanyang Technological University (Singapore) in 2003. She is currently a research scientist at theInstitute for High Performance Computing, Singapore. Her current research areas include: neural networks, genetic algorithms, data mining, classification, data dimensionality reduction, and rule extraction.

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Product Categories

1Books > Calendars > Arts
2Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Artificial Intelligence
3Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
5Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Human Vision & Language Systems
6Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Machine Learning
7Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Machine Vision
8Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Theory of Computing
9Books > Subjects > Computers & Internet > Databases > Data Storage & Management > Data Mining
10Books > Subjects > Computers & Internet > General
11Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > General
12Books > Subjects > Science > Biological Sciences > Bioinformatics
13Books > Subjects > Science > General
14Books > Subjects > Science > Mathematics > Applied > General
15Books > Subjects > Science > Mathematics > General



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