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NIPS
2004
15 years 7 months ago
Kernel Projection Machine: a New Tool for Pattern Recognition
This paper investigates the effect of Kernel Principal Component Analysis (KPCA) within the classification framework, essentially the regularization properties of this dimensional...
Laurent Zwald, Régis Vert, Gilles Blanchard...
NAR
2008
94views more  NAR 2008»
15 years 5 months ago
The Gene Ontology project in 2008
The Gene Ontology (GO) project (http://www.gene ontology.org/) provides a set of structured, controlled vocabularies for community use in annotating genes, gene products and seque...
IJCAI
2007
15 years 7 months ago
Common Sense Based Joint Training of Human Activity Recognizers
Given sensors to detect object use, commonsense priors of object usage in activities can reduce the need for labeled data in learning activity models. It is often useful, however,...
Shiaokai Wang, William Pentney, Ana-Maria Popescu,...
AAAI
1994
15 years 7 months ago
Applying VC-Dimension Analysis To 3D Object Recognition from Perspective Projections
We analyze the amount of information needed to carry out model-based recognition tasks, in the context of a probabilistic data collection model, and independently of the recogniti...
Michael Lindenbaum, Shai Ben-David
JCD
2000
72views more  JCD 2000»
15 years 5 months ago
Participating from the sidelines, online: facilitating telementoring projects
Asynchronous, text-based communication is different from most other forms of interchange in important ways. It lacks the full spectrum of visual and audible information that peopl...
Judith B. Harris, Candace Figg