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CVPR
2008
IEEE
14 years 10 months ago
Joint learning and dictionary construction for pattern recognition
We propose a joint representation and classification framework that achieves the dual goal of finding the most discriminative sparse overcomplete encoding and optimal classifier p...
Duc-Son Pham, Svetha Venkatesh
COMSUR
2006
87views more  COMSUR 2006»
14 years 10 months ago
Handover schemes in satellite networks: State-of-the-art and future research directions
Low Earth Orbit (LEO) satellites will work as an important component in future data communication networks. LEO satellites provide low end-to-end delays and efficient frequency spe...
Pulak K. Chowdhury, Mohammed Atiquzzaman, William ...
JMLR
2008
137views more  JMLR 2008»
14 years 10 months ago
Online Learning of Complex Prediction Problems Using Simultaneous Projections
We describe and analyze an algorithmic framework for online classification where each online trial consists of multiple prediction tasks that are tied together. We tackle the prob...
Yonatan Amit, Shai Shalev-Shwartz, Yoram Singer
CORR
2008
Springer
115views Education» more  CORR 2008»
14 years 10 months ago
New probabilistic interest measures for association rules
Mining association rules is an important technique for discovering meaningful patterns in transaction databases. Many different measures of interestingness have been proposed for ...
Michael Hahsler, Kurt Hornik
APVIS
2001
14 years 11 months ago
View Coordination Architecture for Information Visualisation
A view is a particular visual representation of a data set. Complex data sets typically require multiple views, each revealing a different aspect of the data. Coordinating the beh...
Tim Pattison, Matthew Phillips