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CVIU
2010
120views more  CVIU 2010»
13 years 11 months ago
The segmented and annotated IAPR TC-12 benchmark
Hugo Jair Escalante, Carlos A. Hernández, J...
JAIR
2010
115views more  JAIR 2010»
13 years 9 months ago
An Investigation into Mathematical Programming for Finite Horizon Decentralized POMDPs
Decentralized planning in uncertain environments is a complex task generally dealt with by using a decision-theoretic approach, mainly through the framework of Decentralized Parti...
Raghav Aras, Alain Dutech
JAIR
2010
94views more  JAIR 2010»
13 years 9 months ago
Which Clustering Do You Want? Inducing Your Ideal Clustering with Minimal Feedback
While traditional research on text clustering has largely focused on grouping documents by topic, it is conceivable that a user may want to cluster documents along other dimension...
Sajib Dasgupta, Vincent Ng
JAIR
2010
139views more  JAIR 2010»
13 years 9 months ago
Multiattribute Auctions Based on Generalized Additive Independence
We develop multiattribute auctions that accommodate generalized additive independent (GAI) preferences. We propose an iterative auction mechanism that maintains prices on potentia...
Yagil Engel, Michael P. Wellman
JAIR
2010
131views more  JAIR 2010»
13 years 9 months ago
Automatic Induction of Bellman-Error Features for Probabilistic Planning
Domain-specific features are important in representing problem structure throughout machine learning and decision-theoretic planning. In planning, once state features are provide...
Jia-Hong Wu, Robert Givan