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» A Data Analysis Method for Software Performance Prediction
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CSSE
2008
IEEE
15 years 11 months ago
Study on Application of CAD Sonification
—The feedback of sonification on CAD analyzing information in addition to picture interface increases user’s accepting information and decreases the load of visual channel. Dat...
Zhang Yinnan, Cen Gang, Fang Zhigang
133
Voted
BMCBI
2010
124views more  BMCBI 2010»
15 years 4 months ago
GPFrontend and GPGraphics: graphical analysis tools for genetic association studies
Background: Most software packages for whole genome association studies are non-graphical, purely text based programs originally designed to run with UNIX-like operating systems. ...
Steffen Uebe, Francesca Pasutto, Mandy Krumbiegel,...
139
Voted
SIGIR
2003
ACM
15 years 10 months ago
Collaborative filtering via gaussian probabilistic latent semantic analysis
Collaborative filtering aims at learning predictive models of user preferences, interests or behavior from community data, i.e. a database of available user preferences. In this ...
Thomas Hofmann
BMCBI
2006
173views more  BMCBI 2006»
15 years 4 months ago
Kernel-based distance metric learning for microarray data classification
Background: The most fundamental task using gene expression data in clinical oncology is to classify tissue samples according to their gene expression levels. Compared with tradit...
Huilin Xiong, Xue-wen Chen
125
Voted
NIPS
2004
15 years 6 months ago
Neighbourhood Components Analysis
In this paper we propose a novel method for learning a Mahalanobis distance measure to be used in the KNN classification algorithm. The algorithm directly maximizes a stochastic v...
Jacob Goldberger, Sam T. Roweis, Geoffrey E. Hinto...