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JMLR
2010
156views more  JMLR 2010»
14 years 4 months ago
Classification with Incomplete Data Using Dirichlet Process Priors
A non-parametric hierarchical Bayesian framework is developed for designing a classifier, based on a mixture of simple (linear) classifiers. Each simple classifier is termed a loc...
Chunping Wang, Xuejun Liao, Lawrence Carin, David ...
CVPR
2012
IEEE
13 years 6 days ago
Learning hierarchical similarity metrics
Categories in multi-class data are often part of an underlying semantic taxonomy. Recent work in object classification has found interesting ways to use this taxonomy structure t...
Nakul Verma, Dhruv Mahajan, Sundararajan Sellamani...
ISCC
2003
IEEE
128views Communications» more  ISCC 2003»
15 years 3 months ago
A Load Balancing Scheme for Congestion Control in MPLS Networks
In this paper we develop a Load Balancing scheme for networks based on the MPLS framework. The proposed algorithm (DYLBA - Dynamic Load Balancing Algorithm) implements a local sea...
Elio Salvadori, Roberto Battiti
BMVC
1998
14 years 11 months ago
A Method for Dynamic Clustering of Data
This paper describes a method for the segmentation of dynamic data. It extends well known algorithms developed in the context of static clustering (e.g., the c-means algorithm, Ko...
Arnaldo J. Abrantes, Jorge S. Marques
EUROPAR
2004
Springer
15 years 3 months ago
Large-Scale Deployment in P2P Experiments Using the JXTA Distributed Framework
The interesting properties of P2P systems (high availability despite peer volatility, support for heterogeneous architectures, high scalability, etc.) make them attractive for dist...
Gabriel Antoniu, Luc Bougé, Mathieu Jan, S&...