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AI
2002
Springer
15 years 7 months ago
Learning Bayesian networks from data: An information-theory based approach
This paper provides algorithms that use an information-theoretic analysis to learn Bayesian network structures from data. Based on our three-phase learning framework, we develop e...
Jie Cheng, Russell Greiner, Jonathan Kelly, David ...
COMCOM
2004
117views more  COMCOM 2004»
15 years 7 months ago
Dynamic bandwidth allocation in multi-class connection-oriented networks
Multi-class network is becoming a more attractive solution to provide Quality-of-Service guarantee, as more quality-demanding applications are emerging. This research considers ne...
Samer Taha, Mohsen Kavehrad
AI
2000
Springer
15 years 7 months ago
Stochastic dynamic programming with factored representations
Markov decisionprocesses(MDPs) haveproven to be popular models for decision-theoretic planning, but standard dynamic programming algorithms for solving MDPs rely on explicit, stat...
Craig Boutilier, Richard Dearden, Moisés Go...
ALGORITHMICA
2000
80views more  ALGORITHMICA 2000»
15 years 7 months ago
Geometric Eccentricity and the Complexity of Manipulation Plans
Complexity bounds for algorithms for robotic motion and manipulation can be misleading when they are constructed with pathological `worst-case' scenarios that rarely appear i...
A. Frank van der Stappen, Kenneth Y. Goldberg
CCR
2000
121views more  CCR 2000»
15 years 7 months ago
mmdump: a tool for monitoring internet multimedia traffic
Internet multimedia traffic is increasing as applications like streaming media and packet telephony grow in popularity. It is important to monitor the volume and characteristics o...
Jacobus E. van der Merwe, Ramón Cáce...
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