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ECML
2007
Springer
15 years 8 months ago
On Pairwise Naive Bayes Classifiers
Class binarizations are effective methods for improving weak learners by decomposing multi-class problems into several two-class problems. This paper analyzes how these methods can...
Jan-Nikolas Sulzmann, Johannes Fürnkranz, Eyk...
ECML
2007
Springer
15 years 8 months ago
Efficient Computation of Recursive Principal Component Analysis for Structured Input
Recently, a successful extension of Principal Component Analysis for structured input, such as sequences, trees, and graphs, has been proposed. This allows the embedding of discret...
Alessandro Sperduti
129
Voted
ECML
2007
Springer
15 years 8 months ago
Modeling Highway Traffic Volumes
Most traffic management and optimization tasks, such as accident detection or optimal vehicle routing, require an ability to adequately model, reason about and predict irregular an...
Tomás Singliar, Milos Hauskrecht
ECMDAFA
2007
Springer
156views Hardware» more  ECMDAFA 2007»
15 years 8 months ago
Human Comprehensible and Machine Processable Specifications of Operational Semantics
Abstract. This paper presents a method to describe the operational semantics of languages based on their meta-model. We combine the established high-level modelling languages MOF, ...
Markus Scheidgen, Joachim Fischer
ECLIPSE
2007
ACM
15 years 8 months ago
MTSA: Eclipse support for modal transition systems construction, analysis and elaboration
In this paper we detail the design and implementation of an Eclipse plug-in that supports construction, analysis and elaboration of Modal Transition Systems. The plug-in supports ...
Nicolás D'Ippolito, Dario Fischbein, Howard...