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INFOCOM
2000
IEEE
15 years 8 months ago
Differentiated Admission Control in Large Networks
Abstract—This paper proposes a simple but effective admission control algorithm for integrated services packet networks. The admission control scheme, based on stochastic control...
Cedric Adjih, Philippe Jacquet, Philippe Robert
MICCAI
2004
Springer
16 years 5 months ago
Adaptive Segmentation of Multi-modal 3D Data Using Robust Level Set Techniques
Abstract. A new 3D segmentation method based on the level set technique is proposed. The main contribution is a robust evolutionary model which requires no fine tuning of parameter...
Aly A. Farag, Hossam S. Hassan
ICDM
2009
IEEE
113views Data Mining» more  ICDM 2009»
15 years 11 months ago
Spatiotemporal Relational Random Forests
Abstract—We introduce and validate Spatiotemporal Relational Random Forests, which are random forests created with spatiotemporal relational probability trees. We build on the do...
Timothy A. Supinie, Amy McGovern, John Williams, J...
IDA
2005
Springer
15 years 10 months ago
Combining Bayesian Networks with Higher-Order Data Representations
Abstract. This paper introduces Higher-Order Bayesian Networks, a probabilistic reasoning formalism which combines the efficient reasoning mechanisms of Bayesian Networks with the...
Elias Gyftodimos, Peter A. Flach
ECCV
2004
Springer
15 years 9 months ago
Multi-label Image Segmentation for Medical Applications Based on Graph-Theoretic Electrical Potentials
Abstract. A novel method is proposed for performing multi-label, semi-automated image segmentation. Given a small number of pixels with user-defined labels, one can analytically (...
Leo Grady, Gareth Funka-Lea