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Books Books 1 - 10 of about 40 citing Learning with Kernels: Support Vector Machines, Regularization, Optimization .... 

Data Mining in Bioinformatics

Jason T. L. Wang - Computers - 2005 - 340 pages
Written especially for computer scientists, all necessary biology is explained. Presents new techniques on gene expression data mining, gene mapping for disease detection, and ...
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Learning Theory: An Approximation Theory Viewpoint

Felipe Cucker, Ding Xuan Zhou - Computers - 2007 - 224 pages
The goal of learning theory is to approximate a function from sample values. To attain this goal learning theory draws on a variety of diverse subjects, specifically statistics ...
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Hierarchical Neural Networks for Image Interpretation

Sven Behnke - Computers - 2003 - 224 pages
Human performance in visual perception by far exceeds the performance of contemporary computer vision systems. While humans are able to perceive their environment almost ...
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Kernel Based Algorithms for Mining Huge Data Sets: Supervised, Semi ...

Te-Ming Huang, Vojislav Kecman, Ivica Kopriva - Computers - 2006 - 260 pages
"Kernel Based Algorithms for Mining Huge Data Sets" is the first book treating the fields of supervised, semi-supervised and unsupervised machine learning collectively. The ...
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Advances in Neural Information Processing Systems 17: Proceedings of the ...

Lawrence K. Saul, Yair Weiss, Léon Bottou - Computers - 2005 - 1668 pages
The annual Neural Information Processing Systems (NIPS) conference is the flagshipmeeting on neural computation. It draws a diverse group of attendees -- physicists ...
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Learning Theory and Kernel Machines: 16th Annual Conference on Computational ...

Bernhard Schölkopf - Computers - 2003 - 746 pages
This volume contains papers presented at the joint 16th Annual Conference on Learning Theory (COLT) and the 7th Annual Workshop on Kernel Machines, heldinWashington,DC,USA ...
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Reliable Face Recognition Methods: System Design, Implementation and Evaluation

Harry Wechsler - Psychology - 2009 - 344 pages
One of the challenges for computational intelligence and biometrics is to understand how people process and recognize faces and to develop automated and reliable face ...
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Mining Graph Data

Diane J. Cook, Lawrence B. Holder - Technology & Engineering - 2006 - 434 pages
This text takes a focused and comprehensive look at mining data represented as a graph, with the latest findings and applications in both theory and practice provided. Even if ...
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Advances in Neural Information Processing Systems 19: Proceedings of the ...

Bernhard Schölkopf, John Platt, Thomas Hofmann - Computers - 2007 - 1643 pages
Papers from the 2006 flagship meeting on neural computation, with contributions from physicists, neuroscientists, mathematicians, statisticians, and computer scientists.
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