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ICML
2005
IEEE
16 years 6 months ago
Online feature selection for pixel classification
Online feature selection (OFS) provides an efficient way to sort through a large space of features, particularly in a scenario where the feature space is large and features take a...
Karen A. Glocer, Damian Eads, James Theiler
ICTAI
2002
IEEE
15 years 10 months ago
A Trace-Scaling Agent for Parallel Application Tracing
Tracing and performance analysis tools are an important component in the development of high performance applications. Tracing parallel programs with current tracing tools, howeve...
Felix Freitag, Jordi Caubet, Jesús Labarta
ICMLA
2010
15 years 3 months ago
Nonlinear Dynamical Multi-Scale Model of Associative Memory
How can we get such reliable behavior from the mind when the brain is made up of such unreliable elements as neurons? We propose that the answer is related to the emergence of stab...
Alexander M. Duda, Stephen E. Levinson
DATAMINE
1999
108views more  DATAMINE 1999»
15 years 5 months ago
A Survey of Methods for Scaling Up Inductive Algorithms
Abstract. One of the de ning challenges for the KDD research community is to enable inductive learning algorithms to mine very large databases. This paper summarizes, categorizes, ...
Foster J. Provost, Venkateswarlu Kolluri
AOIS
2004
15 years 7 months ago
A Systematic Approach for Including Machine Learning in Multi-agent Systems
Large scale multi-agent systems (MASs) in unpredictable environments must use machine learning techniques to perform their goals and improve the performance of the system. This pap...
José Alberto R. P. Sardinha, Alessandro F. ...