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DIS
2001
Springer
15 years 8 months ago
Functional Trees
In the context of classification problems, algorithms that generate multivariate trees are able to explore multiple representation languages by using decision tests based on a com...
Joao Gama
ASIAN
2004
Springer
109views Algorithms» more  ASIAN 2004»
15 years 9 months ago
Online Stochastic and Robust Optimization
This paper considers online stochastic optimization problems where uncertainties are characterized by a distribution that can be sampled and where time constraints severely limit t...
Russell Bent, Pascal Van Hentenryck
151
Voted
PCM
2004
Springer
144views Multimedia» more  PCM 2004»
15 years 8 months ago
Dynamic Programming Based Adaptation of Multimedia Contents in UMA
Content adaptation is an effective solution to support the quality of service for multimedia services over heterogeneous networks. This paper deals with the accuracy and the real-...
Truong Cong Thang, Yong Ju Jung, Yong Man Ro
127
Voted
AAAI
2004
15 years 4 months ago
Stochastic Local Search for POMDP Controllers
The search for finite-state controllers for partially observable Markov decision processes (POMDPs) is often based on approaches like gradient ascent, attractive because of their ...
Darius Braziunas, Craig Boutilier
87
Voted
EOR
2006
66views more  EOR 2006»
15 years 3 months ago
Multi-period capacity expansion for a local access telecommunications network
In this paper, we examine a multi-period capacity expansion problem for a local access telecommunications network with a tree topology. Capacity expansion is realized through the ...
Michel Gendreau, Jean-Yves Potvin, Ali Smires, Pat...