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106
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AUSAI
2004
Springer
15 years 6 months ago
MML Inference of Oblique Decision Trees
We propose a multivariate decision tree inference scheme by using the minimum message length (MML) principle (Wallace and Boulton, 1968; Wallace and Dowe, 1999). The scheme uses MM...
Peter J. Tan, David L. Dowe
81
Voted
ER
2004
Springer
89views Database» more  ER 2004»
15 years 6 months ago
Elementary Translations: The Seesaws for Achieving Traceability Between Database Schemata
There exist several recent approaches that leverages the use of model transformations during software development. The existence erent kinds of models, at different levels of abst...
Eladio Domínguez, Jorge Lloret, Angel Luis ...
92
Voted
GECCO
2004
Springer
110views Optimization» more  GECCO 2004»
15 years 6 months ago
Grammatical Constant Creation
This study examines the utility of grammatical ephemeral random constants, and conducts an analysis of the preferences of evolutionary search when a number of different grammar ba...
Ian Dempsey, Michael O'Neill, Anthony Brabazon
PPSN
2004
Springer
15 years 6 months ago
LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation
Abstract. Evolution Strategies, Evolutionary Algorithms based on Gaussian mutation and deterministic selection, are today considered the best choice as far as parameter optimizatio...
Anne Auger, Marc Schoenauer, Nicolas Vanhaecke
120
Voted
WER
2004
Springer
15 years 6 months ago
Taxonomic Ontology Alignment - an Implementation
With the evolution of the Web evolving towards the Semantic Web, where the information should be presented in a meaningful way for both humans and machines, arises the need for sem...
Carolina Howard Felicíssimo, Karin Koogan B...