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CIARP
2004
Springer
15 years 4 months ago
Pattern Recognition via Vasconcelos' Genetic Algorithm
In this paper we describe a heuristic approach to the problem of identifying a pattern embedded within a figure from a predefined set of patterns via the utilization of a genetic a...
Angel Fernando Kuri Morales
GECCO
2004
Springer
15 years 4 months ago
How Are We Doing? Predicting Evolutionary Algorithm Performance
Abstract. Given an evolutionary algorithm for a problem and an instance of the problem, the results of several trials of the EA on the instance constitute a sample from the distrib...
Mark A. Renslow, Brenda Hinkemeyer, Bryant A. Juls...
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PPSN
2004
Springer
15 years 4 months ago
Optimization via Parameter Mapping with Genetic Programming
Abstract. This paper describes a new approach for parameter optimization that uses a novel representation for the parameters to be optimized. By using genetic programming, the new ...
João Carlos Figueira Pujol, Riccardo Poli
EDOC
2003
IEEE
15 years 4 months ago
Conversation-oriented Protocols for Contract Negotiations
The expression of contracts in computer readable form, and the development of automated tests for completeness and well-formedness of contracts, has opened the door to significant...
James E. Hanson, Zoran Milosevic
ICDM
2003
IEEE
109views Data Mining» more  ICDM 2003»
15 years 4 months ago
Comparing Pure Parallel Ensemble Creation Techniques Against Bagging
We experimentally evaluate randomization-based approaches to creating an ensemble of decision-tree classifiers. Unlike methods related to boosting, all of the eight approaches co...
Lawrence O. Hall, Kevin W. Bowyer, Robert E. Banfi...