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109
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ECML
2007
Springer
15 years 9 months ago
An Improved Model Selection Heuristic for AUC
Abstract. The area under the ROC curve (AUC) has been widely used to measure ranking performance for binary classification tasks. AUC only employs the classifier’s scores to ra...
Shaomin Wu, Peter A. Flach, Cèsar Ferri Ram...
FASE
2007
Springer
15 years 9 months ago
Scenario-Driven Dynamic Analysis of Distributed Architectures
Abstract. Software architecture constitutes a promising approach to the development of large-scale distributed systems, but architecture description languages (ADLs) and their asso...
George Edwards, Sam Malek, Nenad Medvidovic
FMCO
2007
Springer
15 years 9 months ago
COSTA: Design and Implementation of a Cost and Termination Analyzer for Java Bytecode
This paper describes the architecture of costa, an abstract interpretation based cost and termination analyzer for Java bytecode. The system receives as input a bytecode program, (...
Elvira Albert, Puri Arenas, Samir Genaim, German P...
123
Voted
IDA
2007
Springer
15 years 9 months ago
Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions
Abstract. Finite mixture models can be used in estimating complex, unknown probability distributions and also in clustering data. The parameters of the models form a complex repres...
Jaakko Hollmén, Jarkko Tikka
152
Voted
ISNN
2007
Springer
15 years 9 months ago
A Connectionist Thematic Grid Predictor for Pre-parsed Natural Language Sentences
Abstract. Inspired on psycholinguistics and neuroscience, a symbolicconnectionist hybrid system called θ-Pred (Thematic Predictor for natural language) is proposed, designed to re...
João Luís Garcia Rosa