Pattern recognition with support vector machines : first international workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002 : proceedings
Bewaard in:
| Andere auteurs: | , |
|---|---|
| Formaat: | Livre numérique |
| Taal: | Anglais |
| Gepubliceerd in: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Reeks: | Lecture notes in computer science
2388 |
| Onderwerpen: | |
| Online toegang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Opmerking: |
Actes d'une conférence tenue à Niagara Falls le 10 août 2002, d'après l écran-titre Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Pattern recognition with support vector machines, first international workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002, proceedings, Seong-Whan Lee, Alessandro Verri (eds.), Berlin, Springer, 2002, 1 vol. (XI-420 p.), Lecture notes in computer science, 3-540-44016-X • Pattern Recognition with Support Vector Machines, Texte imprimé, 9783662187920 |
Inhoudsopgave:
- Invited Papers
- Predicting Signal Peptides with Support Vector Machines
- Scaling Large Learning Problems with Hard Parallel Mixtures
- Computational Issues
- On the Generalization of Kernel Machines
- Kernel Whitening for One-Class Classification
- A Fast SVM Training Algorithm
- Support Vector Machines with Embedded Reject Option
- Object Recognition
- Image Kernels
- Combining Color and Shape Information for Appearance-Based Object Recognition Using Ultrametric Spin Glass-Markov Random Fields
- Maintenance Training of Electric Power Facilities Using Object Recognition by SVM
- Kerneltron: Support Vector Machine in Silicon
- Pattern Recognition
- Advances in Component-Based Face Detection
- Support Vector Learning for Gender Classification Using Audio and Visual Cues: A Comparison
- Analysis of Nonstationary Time Series Using Support Vector Machines
- Recognition of Consonant-Vowel (CV) Units of Speech in a Broadcast News Corpus Using Support Vector Machines
- Applications
- Anomaly Detection Enhanced Classification in Computer Intrusion Detection
- Sparse Correlation Kernel Analysis and Evolutionary Algorithm-Based Modeling of the Sensory Activity within the Rat s Barrel Cortex
- Applications of Support Vector Machines for Pattern Recognition: A Survey
- Typhoon Analysis and Data Mining with Kernel Methods
- Poster Papers
- Support Vector Features and the Role of Dimensionality in Face Authentication
- Face Detection Based on Cost-Sensitive Support Vector Machines
- Real-Time Pedestrian Detection Using Support Vector Machines
- Forward Decoding Kernel Machines: A Hybrid HMM/SVM Approach to Sequence Recognition
- Color Texture-Based Object Detection: An Application to License Plate Localization
- Support Vector Machines in Relational Databases
- Multi-ClassSVM Classifier Based on Pairwise Coupling
- Face Recognition Using Component-Based SVM Classification and Morphable Models
- A New Cache Replacement Algorithm in SMO
- Optimization of the SVM Kernels Using an Empirical Error Minimization Scheme
- Face Detection Based on Support Vector Machines
- Detecting Windows in City Scenes
- Support Vector Machine Ensemble with Bagging
- A Comparative Study of Polynomial Kernel SVM Applied to Appearance-Based Object Recognition.