Preface (PDF)
An optimization method for selecting parameters in support vector machines (Abstract)
Conference Committees (PDF)
International Program Committee (PDF)
Sparsity Regularization Path for Semi-Supervised SVM (Abstract)
Clustering Categorical Data Based on Maximal Frequent Itemsets (Abstract)
Learning Algorithms for Grammars of Variable Arity Trees (Abstract)
Phase Transition and Heuristic Search in Relational Learning (Abstract)
Learning Complex Problem Solving Expertise from Failures (Abstract)
Bias-Variance Tradeoff in Hybrid Generative-Discriminative Models (Abstract)
Efficient Label Propagation for Interactive Image Segmentation (Abstract)
Boosting Inductive Transfer for Text Classification Using Wikipedia (Abstract)
Soft Failure Detection Using Factorial Hidden Markov Models (Abstract)
Memory-Based Context-Sensitive Spelling Correction at Web Scale (Abstract)
Predicting Building Contamination Using Machine Learning (Abstract)
Bootstrapping Algorithms for an Application in the Automotive Domain (Abstract)
Effect of Synaptic Weight Assignment on Spiking Neuron Response (Abstract)
A Comparison of Two Algorithms for Predicting the Condition Number (Abstract)
Machine Learned Regression for Abductive DNA Sequencing (Abstract)
Web-Based Maze Robot Learning Using Fuzzy Motion Control System (Abstract)
A Web Based Adaptive Educational System (Abstract)
Scalable Optimal Linear Representation for Face and Object Recognition (Abstract)
Rule Refinement with Extended Data Expression (Abstract)
Manifold Clustering via Energy Minimization (Abstract)
Feature Extraction Using Random Matrix Theory Approach (Abstract)
Web-Based Parallel Corpora for Statistical Machine Translation (Abstract)
Maximum Likelihood Quantization of Genomic Features Using Dynamic Programming (Abstract)
A Clustering-Based Approach to Predict Outcome in Cancer Patients (Abstract)
Generalized Sequence Signatures through Symbolic Clustering (Abstract)
SVMotif: A Machine Learning Motif Algorithm (Abstract)
Improvement of Bayesian Network Inference Using a Relaxed Gene Ordering (Abstract)
Logistic Ensembles for Random Spherical Linear Oracles (Abstract)
Author Index (PDF)