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151
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ICDE
2009
IEEE
155views Database» more  ICDE 2009»
15 years 10 months ago
SPROUT: Lazy vs. Eager Query Plans for Tuple-Independent Probabilistic Databases
— A paramount challenge in probabilistic databases is the scalable computation of confidences of tuples in query results. This paper introduces an efficient secondary-storage o...
Dan Olteanu, Jiewen Huang, Christoph Koch
121
Voted
ICDT
2003
ACM
132views Database» more  ICDT 2003»
15 years 8 months ago
Probabilistic Interval XML
Interest in XML databases has been growing over the last few years. In this paper, we study the problem of incorporating probabilistic information into XML databases. We propose th...
Edward Hung, Lise Getoor, V. S. Subrahmanian
126
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ICRA
1998
IEEE
111views Robotics» more  ICRA 1998»
15 years 7 months ago
Probabilistic Mapping of an Environment by a Mobile Robot
This paper addresses the problem of building large-scale maps of indoor environments with mobile robots. It proposes a statisticalapproach that phrases the map buildingproblem as ...
Sebastian Thrun, Dieter Fox, Wolfram Burgard
125
Voted
IJCAI
2007
15 years 5 months ago
Probabilistic Consistency Boosts MAC and SAC
Constraint Satisfaction Problems (CSPs) are ubiquitous in Artificial Intelligence. The backtrack algorithms that maintain some local consistency during search have become the de ...
Deepak Mehta, Marc R. C. van Dongen
139
Voted
SIGIR
2010
ACM
15 years 7 months ago
Probabilistic latent maximal marginal relevance
Diversity has been heavily motivated in the information retrieval literature as an objective criterion for result sets in search and recommender systems. Perhaps one of the most w...
Shengbo Guo, Scott Sanner