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CEC
2010
IEEE
13 years 6 months ago
The 2009 Mario AI Competition
Abstract-- This paper describes the 2009 Mario AI Competition, which was run in association with the IEEE Games Innovation Conference and the IEEE Symposium on Computational Intell...
Julian Togelius, Sergey Karakovskiy, Robin Baumgar...
ICML
2009
IEEE
14 years 5 months ago
PAC-Bayesian learning of linear classifiers
We present a general PAC-Bayes theorem from which all known PAC-Bayes risk bounds are obtained as particular cases. We also propose different learning algorithms for finding linea...
Alexandre Lacasse, François Laviolette, Mar...
KSEM
2009
Springer
13 years 11 months ago
A Competitive Learning Approach to Instance Selection for Support Vector Machines
Abstract. Support Vector Machines (SVM) have been applied successfully in a wide variety of fields in the last decade. The SVM problem is formulated as a convex objective function...
Mario Zechner, Michael Granitzer
IDA
2009
Springer
13 years 2 months ago
Context-Based Distance Learning for Categorical Data Clustering
Abstract. Clustering data described by categorical attributes is a challenging task in data mining applications. Unlike numerical attributes, it is difficult to define a distance b...
Dino Ienco, Ruggero G. Pensa, Rosa Meo
CAISE
2009
Springer
13 years 11 months ago
Analysis and Validation of Control-Flow Complexity Measures with BPMN Process Models
Evaluating the complexity of business processes during the early stages of their development, primarily during the process modelling phase, provides organizations and stakeholder w...
Elvira Rolón Aguilar, Jorge Cardoso, F&eacu...