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ICML
2005
IEEE
14 years 9 months ago
New approaches to support vector ordinal regression
In this paper, we propose two new support vector approaches for ordinal regression, which optimize multiple thresholds to define parallel discriminant hyperplanes for the ordinal ...
Wei Chu, S. Sathiya Keerthi
GPEM
2008
98views more  GPEM 2008»
13 years 8 months ago
Sporadic model building for efficiency enhancement of the hierarchical BOA
Efficiency enhancement techniques--such as parallelization and hybridization--are among the most important ingredients of practical applications of genetic and evolutionary algori...
Martin Pelikan, Kumara Sastry, David E. Goldberg
SCHEDULING
2011
13 years 3 months ago
On robust online scheduling algorithms
While standard parallel machine scheduling is concerned with good assignments of jobs to machines, we aim to understand how the quality of an assignment is affected if the jobsâ€...
Michael Gatto, Peter Widmayer
IROS
2008
IEEE
151views Robotics» more  IROS 2008»
14 years 3 months ago
A performance sensitive hormone-inspired system for task distribution amongst evolving robots
— A hormone-inspired task scheduling method is described which assigns tasks to a group of robots, taking into account the robots’ performances. This method draws on previous w...
Joanne H. Walker, Myra S. Wilson
EUSFLAT
2009
152views Fuzzy Logic» more  EUSFLAT 2009»
13 years 6 months ago
Learning Fuzzy Rule Based Classifier in High Performance Computing Environment
-- An approach to estimate the number of rules by spectral analysis of the training dataset has been recently proposed [1]. This work presents an analysis of such a method in high ...
Vinicius da F. Vieira, Alexandre Evsukoff, Beatriz...