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AE
2009
Springer
13 years 10 months ago
Memetic Algorithms for Constructing Binary Covering Arrays of Strength Three
Abstract. This paper presents a new Memetic Algorithm (MA) designed to compute near-optimal solutions for the covering array construction problem. It incorporates several distingui...
Eduardo Rodriguez-Tello, Jose Torres-Jimenez
IJCNLP
2004
Springer
14 years 2 months ago
Systematic Construction of Hierarchical Classifier in SVM-Based Text Categorization
In a text categorization task, classification on some hierarchy of classes shows better results than the case without the hierarchy. In current environments where large amount of ...
Yongwook Yoon, Changki Lee, Gary Geunbae Lee
IJCAI
2003
13 years 10 months ago
Constructing Diverse Classifier Ensembles using Artificial Training Examples
Ensemble methods like bagging and boosting that combine the decisions of multiple hypotheses are some of the strongest existing machine learning methods. The diversity of the memb...
Prem Melville, Raymond J. Mooney
IPPS
2009
IEEE
14 years 3 months ago
New sequential and parallel algorithm for Dynamic Resource Constrained Project Scheduling Problem
This paper proposes a new Evolutionary Algorithm for the Dynamic Resource Constrained Project Scheduling Problem. This algorithm has new features that get around some problems lik...
André Renato Villela da Silva, Luiz Satoru ...
EUROCRYPT
2007
Springer
14 years 3 months ago
Conditional Computational Entropy, or Toward Separating Pseudoentropy from Compressibility
We study conditional computational entropy: the amount of randomness a distribution appears to have to a computationally bounded observer who is given some correlated information....
Chun-Yuan Hsiao, Chi-Jen Lu, Leonid Reyzin