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Machine Learning and Applications, Fourth International Conference on (2007)
Cincinnati, Ohio, USA
Dec. 13, 2007 to Dec. 15, 2007
ISBN: 0-7695-3069-9
TABLE OF CONTENTS
Introduction
pp. xii
Support Vector Machines
Introduction
Invited Speakers
Support Vector Machines
Evolutionary Methods
Data Mining
Learning
Text and Multimedia Learning
Application I
Learning
Classification
Application II
Regression/Prediction
Machine Learning in Web Based Real-Time Applications
Dimensionality Reduction
Induction, Model Selection and Evaluation
Reinforcement Learning/ Learning from Imbalanced Data/ Bayesian Networks
Unsupervised Learning
Feature Extraction and Selection / Ensemble Learning
Application III
Machine Learning Applications in Bioinformatics
Workshop Session: Machine Learning Applications in Biomedicine
Workshop Session: Machine Learning Applications in Genomics
Workshop Session: Machine Learning Applications in Proteomics
Workshop Session: Machine Learning Applications in Transcriptomics
Author Index
pp. 634-638