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ICIP
2008
IEEE
16 years 8 months ago
Kernel-based high-dimensional histogram estimation for visual tracking
We propose an approach for non-rigid tracking that represents objects by their set of distribution parameters. Compared to joint histogram representations, a set of parameters suc...
Allen Tannenbaum, James G. Malcolm, Peter Karasev
ICML
2006
IEEE
16 years 7 months ago
Pareto optimal linear classification
We consider the problem of choosing a linear classifier that minimizes misclassification probabilities in two-class classification, which is a bi-criterion problem, involving a tr...
Seung-Jean Kim, Alessandro Magnani, Sikandar Samar...
WEBI
2007
Springer
16 years 18 days ago
Semantic Convergence of Wikipedia Articles
Social networking, distributed problem solving and human computation have gained high visibility. Wikipedia is a well established service that incorporates aspects of these three ...
Christopher Thomas, Amit P. Sheth
ICDM
2006
IEEE
183views Data Mining» more  ICDM 2006»
16 years 16 days ago
Accelerating Newton Optimization for Log-Linear Models through Feature Redundancy
— Log-linear models are widely used for labeling feature vectors and graphical models, typically to estimate robust conditional distributions in presence of a large number of pot...
Arpit Mathur, Soumen Chakrabarti
ISORC
2006
IEEE
16 years 15 days ago
Looking Ahead in Open Multithreaded Transactions
Open multithreaded transactions constitute building blocks that allow a developer to design and structure the execution of complex distributed systems featuring cooperative and co...
Maxime Monod, Jörg Kienzle, Alexander Romanov...