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IJCNN
2007
IEEE
14 years 2 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
VCIP
2003
192views Communications» more  VCIP 2003»
13 years 9 months ago
Performance measures for video object segmentation and tracking
We propose measures to evaluate the performance of video object segmentation and tracking methods quantitatively without ground-truth segmentation maps. The proposed measures are ...
Çigdem Eroglu Erdem, Bülent Sankur, A....
SOQUA
2004
13 years 9 months ago
Measuring Component Performance Using A Systematic Approach and Environment
: As more third-party software components are available in the commercial market, more people begin to use the component-based software engineering approach to developing component...
Jerry Gao, Chandra S. Ravi, Raquel Espinoza
ICIP
2005
IEEE
14 years 9 months ago
Large scale performance measurement of content-based automated image-orientation detection
? With the proliferation of digital cameras and self-publishing of photos, automatic detection of image orientation will become an important part of photo management systems. In th...
Shumeet Baluja, Henry A. Rowley
ICDCSW
2007
IEEE
14 years 2 months ago
Using stream queries to measure communication performance of a parallel computing environment
We have developed a data stream management system that supports declarative stream queries running over high data volumes in a supercomputing environment. To enable specification ...
Erik Zeitler, Tore Risch