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» Approximation algorithms for the 0-extension problem
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ICPR
2006
IEEE
16 years 7 months ago
An integrated Monte Carlo data association framework for multi-object tracking
We propose a sequential Monte Carlo data association algorithm based on a two-level computational framework for tracking varying number of interacting objects in dynamic scene. Fi...
Jianru Xue, Nanning Zheng, Xiaopin Zhong
ICML
2008
IEEE
16 years 7 months ago
Active kernel learning
Identifying the appropriate kernel function/matrix for a given dataset is essential to all kernel-based learning techniques. A variety of kernel learning algorithms have been prop...
Steven C. H. Hoi, Rong Jin
SDM
2009
SIAM
220views Data Mining» more  SDM 2009»
16 years 3 months ago
Bayesian Cluster Ensembles.
Cluster ensembles provide a framework for combining multiple base clusterings of a dataset to generate a stable and robust consensus clustering. There are important variants of th...
Hongjun Wang, Hanhuai Shan, Arindam Banerjee
IPPS
2005
IEEE
16 years 3 days ago
Distributed Scheduling of Parallel I/O in the Presence of Data Replication
This paper studies distributed scheduling of parallel I/O data transfers on systems that provide data replication. In our previous work, we proposed a centralized algorithm for so...
Jan-Jan Wu, Pangfeng Liu
DATE
2007
IEEE
141views Hardware» more  DATE 2007»
15 years 10 months ago
Energy-efficient real-time task scheduling with task rejection
In the past decade, energy-efficiency has been an important system design issue in both hardware and software managements. For mobile applications with critical missions, both ene...
Jian-Jia Chen, Tei-Wei Kuo, Chia-Lin Yang, Ku-Jei ...