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103
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CIKM
1997
Springer
15 years 4 months ago
Learning Belief Networks from Data: An Information Theory Based Approach
This paper presents an efficient algorithm for learning Bayesian belief networks from databases. The algorithm takes a database as input and constructs the belief network structur...
Jie Cheng, David A. Bell, Weiru Liu
ICDCSW
2005
IEEE
15 years 6 months ago
Control Theory Optimization of MECN in Satellite Networks
Congestion in the Internet results in wasted bandwidth and also stands in the way of guaranteeing QoS. The effect of congestion is multiplied many fold in Satellite networks, wher...
Arjan Durresi, Mukundan Sridharan, Sriram Chellapp...
117
Voted
CORR
2004
Springer
133views Education» more  CORR 2004»
15 years 17 days ago
Information theory, multivariate dependence, and genetic network inference
We define the concept of dependence among multiple variables using maximum entropy techniques and introduce a graphical notation to denote the dependencies. Direct inference of in...
Ilya Nemenman
118
Voted
INFOCOM
2010
IEEE
14 years 11 months ago
Towards a Theory of Anonymous Networking
The problem of anonymous networking when an eavesdropper observes packet timings in a communication network is considered. The goal is to hide the identities of source-destination...
Javad Ghaderi, Rayadurgam Srikant
119
Voted
INFOCOM
1997
IEEE
15 years 5 months ago
QoS-based Routing in Networks with Inaccurate Information: Theory and Algorithms
We investigate the problem of routing connections with QoS requirements across one or more networks, when the information available for making routing decisions is inaccurate and ...
Roch Guérin, Ariel Orda