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» Multiple target detection using Bayesian learning
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AAAI
2008
14 years 8 days ago
Markov Blanket Feature Selection for Support Vector Machines
Based on Information Theory, optimal feature selection should be carried out by searching Markov blankets. In this paper, we formally analyze the current Markov blanket discovery ...
Jianqiang Shen, Lida Li, Weng-Keen Wong
CVPR
2003
IEEE
14 years 12 months ago
Establishment Shot Detection Using Qualitative Motion
In this paper, we developed a technique to detect a special kind of shot, namely establishment shot, which is used to introduce a new scene to the audience or remind the audience ...
Loong Fah Cheong, Yong Wang, Hee Lin Wang
ATAL
2009
Springer
14 years 4 months ago
Transfer via soft homomorphisms
The field of transfer learning aims to speed up learning across multiple related tasks by transferring knowledge between source and target tasks. Past work has shown that when th...
Jonathan Sorg, Satinder Singh
ESAS
2007
Springer
14 years 4 months ago
Detecting Node Compromise in Hybrid Wireless Sensor Networks Using Attestation Techniques
Abstract. Node compromise is a serious threat in wireless sensor networks. Particular in networks which are organized in clusters, nodes acting as cluster heads for many cluster no...
Christoph Krauß, Frederic Stumpf, Claudia M....
ICML
2008
IEEE
14 years 10 months ago
Statistical models for partial membership
We present a principled Bayesian framework for modeling partial memberships of data points to clusters. Unlike a standard mixture model which assumes that each data point belongs ...
Katherine A. Heller, Sinead Williamson, Zoubin Gha...