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CSDA
2007
105views more  CSDA 2007»
13 years 10 months ago
Model selection for support vector machines via uniform design
The problem of choosing a good parameter setting for a better generalization performance in a learning task is the so-called model selection. A nested uniform design (UD) methodol...
Chien-Ming Huang, Yuh-Jye Lee, Dennis K. J. Lin, S...
BMCBI
2008
134views more  BMCBI 2008»
13 years 10 months ago
Prediction of protein-protein binding site by using core interface residue and support vector machine
Background: The prediction of protein-protein binding site can provide structural annotation to the protein interaction data from proteomics studies. This is very important for th...
Nan Li, Zhonghua Sun, Fan Jiang
MLMI
2007
Springer
14 years 4 months ago
Conditional Sequence Model for Context-Based Recognition of Gaze Aversion
Eye gaze and gesture form key conversational grounding cues that are used extensively in face-to-face interaction among people. To accurately recognize visual feedback during inter...
Louis-Philippe Morency, Trevor Darrell
AAAI
2008
14 years 9 days ago
Constrained Classification on Structured Data
Most standard learning algorithms, such as Logistic Regression (LR) and the Support Vector Machine (SVM), are designed to deal with i.i.d. (independent and identically distributed...
Chi-Hoon Lee, Matthew R. G. Brown, Russell Greiner...
CCS
2004
ACM
14 years 3 months ago
On the effectiveness of address-space randomization
Address-space randomization is a technique used to fortify systems against bu er over ow attacks. The idea is to introduce arti cial diversity by randomizing the memory location o...
Hovav Shacham, Matthew Page, Ben Pfaff, Eu-Jin Goh...