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» A Probabilistic Ensemble Pruning Algorithm
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SIGMOD
2008
ACM
205views Database» more  SIGMOD 2008»
16 years 11 days ago
Monochromatic and bichromatic reverse skyline search over uncertain databases
Reverse skyline queries over uncertain databases have many important applications such as sensor data monitoring and business planning. Due to the existence of uncertainty in many...
Xiang Lian, Lei Chen 0002
92
Voted
DATE
2005
IEEE
147views Hardware» more  DATE 2005»
15 years 5 months ago
Buffer Insertion Considering Process Variation
A comprehensive probabilistic methodology is proposed to solve the buffer insertion problem with the consideration of process variations. In contrast to a recent work, we point o...
Jinjun Xiong, King Ho Tam, Lei He
JAIR
2008
107views more  JAIR 2008»
15 years 6 days ago
Planning with Durative Actions in Stochastic Domains
Probabilistic planning problems are typically modeled as a Markov Decision Process (MDP). MDPs, while an otherwise expressive model, allow only for sequential, non-durative action...
Mausam, Daniel S. Weld
84
Voted
AAAI
2006
15 years 1 months ago
Prob-Maxn: Playing N-Player Games with Opponent Models
Much of the work on opponent modeling for game tree search has been unsuccessful. In two-player, zero-sum games, the gains from opponent modeling are often outweighed by the cost ...
Nathan R. Sturtevant, Martin Zinkevich, Michael H....
118
Voted
SIGIR
2003
ACM
15 years 5 months ago
Text categorization by boosting automatically extracted concepts
Term-based representations of documents have found widespread use in information retrieval. However, one of the main shortcomings of such methods is that they largely disregard le...
Lijuan Cai, Thomas Hofmann