Pattern Recognition with Support Vector Machines First International Workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Lee, Seong-Whan (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Verri, Alessandro (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2002.
• Έκδοση: 1st ed. 2002.
• Σειρά: Lecture Notes in Computer Science, 2388
• Θέματα: Pattern recognition.; Optical data processing.; Algorithms.; Computers.; Artificial intelligence.; Statistics .; Pattern Recognition.; Image Processing and Computer Vision.; Algorithm Analysis and Problem Complexity.; Computation by Abstract Devices.; Artificial Intelligence.; Statistics and Computing/Statistics Programs.

Πίνακας περιεχομένων:

• 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-Class SVM 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.