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JETAI
1998
110views more  JETAI 1998»
13 years 10 months ago
Independency relationships and learning algorithms for singly connected networks
Graphical structures such as Bayesian networks or Markov networks are very useful tools for representing irrelevance or independency relationships, and they may be used to e cientl...
Luis M. de Campos
PERCOM
2010
ACM
13 years 8 months ago
Analysis of Quality of Surveillance in fusion-based sensor networks
—Recent years have witnessed the deployments of wireless sensor networks for mission-critical applications such as battlefield monitoring and security surveillance. These applic...
Rui Tan, Guoliang Xing, Xunteng Xu, Jianping Wang
PAMI
2008
275views more  PAMI 2008»
13 years 10 months ago
Coupled Object Detection and Tracking from Static Cameras and Moving Vehicles
Abstract-- We present a novel approach for multi-object tracking which considers object detection and spacetime trajectory estimation as a coupled optimization problem. Our approac...
Bastian Leibe, Konrad Schindler, Nico Cornelis, Lu...
SDM
2012
SIAM
322views Data Mining» more  SDM 2012»
12 years 21 days ago
Adaptive Multi-task Sparse Learning with an Application to fMRI Study
In this paper, we consider the multi-task sparse learning problem under the assumption that the dimensionality diverges with the sample size. The traditional l1/l2 multi-task lass...
Xi Chen, Jingrui He, Rick Lawrence, Jaime G. Carbo...
EGH
2004
Springer
14 years 3 months ago
A flexible simulation framework for graphics architectures
In this paper we describe a multipurpose tool for analysis of the performance characteristics of computer graphics hardware and software. We are developing Qsilver, a highly con...
Jeremy W. Sheaffer, David P. Luebke, Kevin Skadron