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ICIP
2008
IEEE
16 years 3 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 2 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
15 years 8 months 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»
15 years 8 months 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
15 years 8 months 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...