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» Exploiting Data Missingness in Bayesian Network Modeling
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RECOMB
2007
Springer
15 years 5 months ago
Network Legos: Building Blocks of Cellular Wiring Diagrams
Publicly-available data sets provide detailed and large-scale information on multiple types of molecular interaction networks in a number of model organisms. These multi-modal univ...
T. M. Murali, Corban G. Rivera
ICCV
2007
IEEE
16 years 29 days ago
A Scalable Approach to Activity Recognition based on Object Use
We propose an approach to activity recognition based on detecting and analyzing the sequence of objects that are being manipulated by the user. In domains such as cooking, where m...
Jianxin Wu, Adebola Osuntogun, Tanzeem Choudhury, ...
INFOCOM
2012
IEEE
13 years 1 months ago
Link correlation aware opportunistic routing
—By exploiting reception diversity of wireless network links, researchers have shown that opportunistic routing can improve network performance significantly over traditional ro...
Anas Basalamah, Song Min Kim, Shuo Guo, Tian He, Y...
IMC
2010
ACM
14 years 9 months ago
Temporally oblivious anomaly detection on large networks using functional peers
Previous methods of network anomaly detection have focused on defining a temporal model of what is "normal," and flagging the "abnormal" activity that does not...
Kevin M. Carter, Richard Lippmann, Stephen W. Boye...
AAAI
1996
15 years 10 days ago
Computing Optimal Policies for Partially Observable Decision Processes Using Compact Representations
: Partially-observable Markov decision processes provide a very general model for decision-theoretic planning problems, allowing the trade-offs between various courses of actions t...
Craig Boutilier, David Poole