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JMLR
2008
94views more  JMLR 2008»
13 years 10 months ago
Using Markov Blankets for Causal Structure Learning
We show how a generic feature selection algorithm returning strongly relevant variables can be turned into a causal structure learning algorithm. We prove this under the Faithfuln...
Jean-Philippe Pellet, André Elisseeff
JSAC
2008
120views more  JSAC 2008»
13 years 10 months ago
Optimal joint probing and transmission strategy for maximizing throughput in wireless systems
Abstract-- In broadcast fading channel, channel variations can be exploited through what is referred to as multiuser diversity and opportunistic scheduling for improving system per...
Prasanna Chaporkar, Alexandre Proutiére
JSAC
2008
196views more  JSAC 2008»
13 years 10 months ago
Comparison and Evaluation of the T-Lohi MAC for Underwater Acoustic Sensor Networks
Abstract--This paper introduces T-Lohi, a new class of distributed and energy-efficient media-access protocols (MAC) for underwater acoustic sensor networks (UWSN). MAC design for ...
Affan A. Syed, Wei Ye, John S. Heidemann
JCM
2006
72views more  JCM 2006»
13 years 10 months ago
QoS Routing with Bandwidth and Hop-Count Consideration: A Performance Perspective
QoS Routing has been studied to provide evidence that it can increase network utilization compared to routing that is insensitive to QoS traffic requirements. However, because of i...
Bo Peng, Andrew H. Kemp, Said Boussakta
JMLR
2006
105views more  JMLR 2006»
13 years 10 months ago
Expectation Correction for Smoothed Inference in Switching Linear Dynamical Systems
We introduce a method for approximate smoothed inference in a class of switching linear dynamical systems, based on a novel form of Gaussian Sum smoother. This class includes the ...
David Barber