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CVPR
2010
IEEE
13 years 10 months ago
Weakly-Supervised Hashing in Kernel Space
The explosive growth of the vision data motivates the recent studies on efficient data indexing methods such as locality-sensitive hashing (LSH). Most existing approaches perform...
Yadong Mu, Jialie Shen, Shuicheng Yan
ISVC
2010
Springer
13 years 2 months ago
Reconstruction of Spectra Using Empirical Basis Functions
Physically-based image synthesis requires measured spectral quantities for illuminants and reflectances as part of the virtual scene description to compute trustworthy lighting si...
Jakob Bärz, Tina Hansen, Stefan Müller
AIRS
2005
Springer
13 years 6 months ago
On Effectiveness Measures and Relevance Functions in Ranking INEX Systems
Abstract. This paper investigates the effect of performance measures and relevance functions in comparing retrieval systems in INEX, an evaluation forum dedicated to XML retrieval....
Huyen-Trang Vu, Patrick Gallinari
ESEM
2008
ACM
13 years 6 months ago
Empirical evaluations of regression test selection techniques: a systematic review
Regression testing is the verification that previously functioning software remains after a change. In this paper we report on a systematic review of empirical evaluations of regr...
Emelie Engström, Mats Skoglund, Per Runeson
IJCNN
2007
IEEE
13 years 10 months ago
Evaluation of Performance Measures for SVR Hyperparameter Selection
— To obtain accurate modeling results, it is of primal importance to find optimal values for the hyperparameters in the Support Vector Regression (SVR) model. In general, we sea...
Koen Smets, Brigitte Verdonk, Elsa Jordaan