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» Experiments with a New Boosting Algorithm
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EVOW
2001
Springer
15 years 9 months ago
An Evolutionary Annealing Approach to Graph Coloring
This paper presents a new heuristic algorithm for the graph coloring problem based on a combination of genetic algorithms and simulated annealing. Our algorithm exploits a novel cr...
Dimitris Fotakis, Spiridon D. Likothanassis, Stama...
CHES
1999
Springer
140views Cryptology» more  CHES 1999»
15 years 9 months ago
Power Analysis Attacks of Modular Exponentiation in Smartcards
Abstract. Three new types of power analysis attacks against smartcard implementations of modular exponentiation algorithms are described. The first attack requires an adversary to ...
Thomas S. Messerges, Ezzy A. Dabbish, Robert H. Sl...
CEC
2005
IEEE
15 years 6 months ago
Heterogeneous multiprocessor scheduling with differential evolution
The problem of scheduling a parallel program given by a Directed Acyclic Graph (DAG) of tasks is a well-studied area. We present a new approach which employs Differential Evolution...
Krzysztof Rzadca, Franciszek Seredynski
SGAI
2004
Springer
15 years 10 months ago
Overfitting in Wrapper-Based Feature Subset Selection: The Harder You Try the Worse it Gets
In Wrapper based feature selection, the more states that are visited during the search phase of the algorithm the greater the likelihood of finding a feature subset that has a high...
John Loughrey, Padraig Cunningham
132
Voted
SDM
2010
SIAM
181views Data Mining» more  SDM 2010»
15 years 6 months ago
Making k-means Even Faster
The k-means algorithm is widely used for clustering, compressing, and summarizing vector data. In this paper, we propose a new acceleration for exact k-means that gives the same a...
Greg Hamerly