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ICML
2005
IEEE
16 years 5 months ago
An efficient method for simplifying support vector machines
In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...
DucDung Nguyen, Tu Bao Ho
AAIM
2009
Springer
101views Algorithms» more  AAIM 2009»
15 years 11 months ago
Integer Polyhedra for Program Analysis
Polyhedra are widely used in model checking and abstract interpretation. Polyhedral analysis is effective when the relationships between variables are linear, but suffers from im...
Philip J. Charles, Jacob M. Howe, Andy King
CPAIOR
2007
Springer
15 years 10 months ago
A Continuous Multi-resources cumulative Constraint with Positive-Negative Resource Consumption-Production
Abstract. This article first introduces an extension of the classical cumulative constraint: each task is no more a rectangle but rather a sequence of contiguous trapezoid sub-tas...
Nicolas Beldiceanu, Emmanuel Poder
PDP
2006
IEEE
15 years 10 months ago
Probabilistic and Dynamic Optimization of Job Partitioning on a Grid Infrastructure
Production grids have a potential for parallel execution of a very large number of tasks but also introduce a high overhead that significantly impacts the execution of short task...
Tristan Glatard, Johan Montagnat, Xavier Pennec
CEAS
2004
Springer
15 years 10 months ago
Stopping Spam by Extrusion Detection
End users are often unaware that their systems have been compromised and are being used to send bulk unsolicited email (spam). We show how automated processing of the email logs re...
Richard Clayton