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WSC
2008
15 years 8 months ago
A particle filtering framework for randomized optimization algorithms
We propose a framework for optimization problems based on particle filtering (also called Sequential Monte Carlo method). This framework unifies and provides new insight into rand...
Enlu Zhou, Michael C. Fu, Steven I. Marcus
106
Voted
CORR
2010
Springer
106views Education» more  CORR 2010»
15 years 5 months ago
Scheduling in Parallel Queues with Randomly Varying Connectivity and Switchover Delay
We consider a dynamic server control problem for two parallel queues with randomly varying connectivity and server switchover time between the queues. At each time slot the server...
Guner D. Celik, Long Bao Le, Eytan Modiano
151
Voted
COMBINATORICS
2000
101views more  COMBINATORICS 2000»
15 years 5 months ago
Random Sampling of Labeled Tournaments
This note extends a recent result of Kannan, Tetali and Vempala to completely solve, via a simple proof, the problem of random generation of a labeled tournament with a given scor...
Lisa McShine
INFORMATICALT
2000
118views more  INFORMATICALT 2000»
15 years 5 months ago
Generalization Error of Randomized Linear Zero Empirical Error Classifier: Simple Asymptotics for Centered Data Case
An estimation of the generalization performance of classifier is one of most important problems in pattern clasification and neural network training theory. In this paper we estima...
Valdas Diciunas, Sarunas Raudys
IHI
2010
219views Healthcare» more  IHI 2010»
15 years 13 days ago
Conditional random fields for activity recognition in smart environments
One of the most common functions of smart environments is to monitor and assist older adults with their activities of daily living. Activity recognition is a key component in this...
Ehsan Nazerfard, Barnan Das, Lawrence B. Holder, D...