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Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings Book

Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings
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Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings, This book constitutes the refereed proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines, SVM 2002, held in Niagara Falls, Canada in August 2002. The 16 revised full papers and 14 poster papers presented t, Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings
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  • Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings
  • Written by author S. W. Lee, Alessandro Verri
  • Published by Springer-Verlag New York, LLC, 2002
  • This book constitutes the refereed proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines, SVM 2002, held in Niagara Falls, Canada in August 2002. The 16 revised full papers and 14 poster papers presented t
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Book Categories

Authors

Predicting Signal Peptides with Support Vector Machines 1
Scaling Large Learning Problems with Hard Parallel Mixtures 8
On the Generalization of Kernel Machines 24
Kernel Whitening for One-Class Classification 40
A Fast SVM Training Algorithm 53
Support Vector Machines with Embedded Reject Option 68
Image Kernels 83
Combining Color and Shape Information for Appearance-Based Object Recognition Using Ultrametric Spin Glass-Markov Random Fields 97
Maintenance Training of Electric Power Facilities Using Object Recognition by SVM 112
Kerneltron: Support Vector 'Machine' in Silicon 120
Advances in Component-Based Face Detection 135
Support Vector Learning for Gender Classification Using Audio and Visual Cues: A Comparison 144
Analysis of Nonstationary Time Series Using Support Vector Machines 160
Recognition of Consonant-Vowel (CV) Units of Speech in a Broadcast News Corpus Using Support Vector Machines 171
Anomaly Detection Enhanced Classification in Computer Intrusion Detection 186
Sparse Correlation Kernel Analysis and Evolutionary Algorithm-Based Modeling of the Sensory Activity within the Rat's Barrel Cortex 198
Applications of Support Vector Machines for Pattern Recognition: A Survey 213
Typhoon Analysis and Data Mining with Kernel Methods 237
Support Vector Features and the Role of Dimensionality in Face Authentication 249
Face Detection Based on Cost-Sensitive Support Vector Machines 260
Real-Time Pedestrian Detection Using Support Vector Machines 268
Forward Decoding Kernel Machines: A Hybrid HMM/SVM Approach to Sequence Recognition 278
Color Texture-Based Object Detection: An Application to License Plate Localization 293
Support Vector Machines in Relational Databases 310
Multi-Class SVM Classifier Based on Pairwise Coupling 321
Face Recognition Using Component-Based SVM Classification and Morphable Models 334
A New Cache Replacement Algorithm in SMO 342
Optimization of the SVM Kernels Using an Empirical Error Minimization Scheme 354
Face Detection Based on Support Vector Machines 370
Detecting Windows in City Scenes 388
Support Vector Machine Ensemble with Bagging 397
A Comparative Study of Polynomial Kernel SVM Applied to Appearance-Based Object Recognition 408
Author Index 419


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Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings, This book constitutes the refereed proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines, SVM 2002, held in Niagara Falls, Canada in August 2002.
The 16 revised full papers and 14 poster papers presented t, Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings

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Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings, This book constitutes the refereed proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines, SVM 2002, held in Niagara Falls, Canada in August 2002.
The 16 revised full papers and 14 poster papers presented t, Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings

Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings

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Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings, This book constitutes the refereed proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines, SVM 2002, held in Niagara Falls, Canada in August 2002.
The 16 revised full papers and 14 poster papers presented t, Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings

Pattern Recognition with Support Vector Machines : Proceedings of the First International Workshop, SVM 2002, Niagara Falls, Canada, August 202: Proceedings

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