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JUCS
2008
186views more  JUCS 2008»
15 years 7 months ago
Model Interpreter Frameworks: A Foundation for the Analysis of Domain-Specific Software Architectures
: Prediction of the quality attributes of software architectures requires technologies that enable the application of analytic theories to component models. However, available anal...
George Edwards, Chiyoung Seo, Nenad Medvidovic
JMLR
2006
112views more  JMLR 2006»
15 years 7 months ago
Kernels on Prolog Proof Trees: Statistical Learning in the ILP Setting
We develop kernels for measuring the similarity between relational instances using background knowledge expressed in first-order logic. The method allows us to bridge the gap betw...
Andrea Passerini, Paolo Frasconi, Luc De Raedt
ML
2006
ACM
109views Machine Learning» more  ML 2006»
15 years 7 months ago
Cost curves: An improved method for visualizing classifier performance
Abstract This paper introduces cost curves, a graphical technique for visualizing the performance (error rate or expected cost) of 2-class classifiers over the full range of possib...
Chris Drummond, Robert C. Holte
FOCM
2007
94views more  FOCM 2007»
15 years 7 months ago
Trust-Region Methods on Riemannian Manifolds
A general scheme for trust-region methods on Riemannian manifolds is proposed and analyzed. Among the various approaches available to (approximately) solve the trust-region subpro...
Pierre-Antoine Absil, C. G. Baker, Kyle A. Galliva...
HEURISTICS
2007
165views more  HEURISTICS 2007»
15 years 7 months ago
New heuristics for the maximum diversity problem
Abstract. The Maximum Diversity Problem (MDP) consists in identifying, in a population, a subset of elements, characterized by a set of attributes, that present the most diverse ch...
Geiza C. Silva, Marcos R. Q. de Andrade, Luiz Sato...