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SDM
2003
SIAM
123views Data Mining» more  SDM 2003»
15 years 6 months ago
Fast Online SVD Revisions for Lightweight Recommender Systems
The singular value decomposition (SVD) is fundamental to many data modeling/mining algorithms, but SVD algorithms typically have quadratic complexity and require random access to ...
Matthew Brand
159
Voted
AAAI
2000
15 years 6 months ago
Decision Making under Uncertainty: Operations Research Meets AI (Again)
Models for sequential decision making under uncertainty (e.g., Markov decision processes,or MDPs) have beenstudied in operations research for decades. The recent incorporation of ...
Craig Boutilier
131
Voted
AAAI
1998
15 years 6 months ago
Automated Intelligent Pilots for Combat Flight Simulation
TacAir-Soar is an intelligent, rule-based system that generates believable human-like" behavior for military simulations. The innovation of the application is primarily a mat...
Randolph M. Jones, John E. Laird, Paul E. Nielsen
AAAI
1998
15 years 6 months ago
An Architecture for Exploring Large Design Spaces
We describe an architecture for exploring very large design spaces, for example, spaces that arise when design candidates are generated by combining components systematically from...
John R. Josephson, B. Chandrasekaran, Mark Carroll...
AAAI
2000
15 years 6 months ago
RealPlan: Decoupling Causal and Resource Reasoning in Planning
Recent work has demonstrated that treating resource reasoning separately from causal reasoning can lead to improved planning performance and rational resource management where inc...
Biplav Srivastava
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