Proceedings of the 2004 International Conference on Machine Learning and Applications - ICMLA 2004, 16-18 December 2004, Louisville, KY, USA.
IEEE Computer Society 2004
Louisville, Kentucky, USA
: Unsupervised machine learning and cognitive systems in learning user state for context-aware computing.
Regular Session Papers
Text and Web Mining
, Li Li
: A minimum classification error (MCE) framework for generalized linear classifier in machine learning for text categorization/retrieval.
, Jay Lee
: Feature fusion and degradation using self-organizing map.
: A game theory approach to pairwise classification with support vector machines.
: Income prediction via support vector machine.
Stephen D. Scott
: Agnostic learning of general geometric patterns and multi-instance learning in Rd.
John H. Lilly
: Evolution of a P/N fuzzy obstacle avoidance controller for an autonomous robot.
Lukasz A. Kurgan
: Reducing complexity of rule based models via meta mining.
: Exploring classification heterogeneity with IPA.
Lawrence J. Mazlack
: Using association rules without understanding their underlying causality reduces their decision value.
Alan P. Sprague
: On the computational complexity of two frequent set generation algorithms.
: Data augmentation for linearly separable feature space.