Sciweavers

250 search results - page 39 / 50
» The complexity of temporal constraint satisfaction problems
Sort
View
STOC
2006
ACM
132views Algorithms» more  STOC 2006»
14 years 9 months ago
Near-optimal algorithms for unique games
Unique games are constraint satisfaction problems that can be viewed as a generalization of Max-Cut to a larger domain size. The Unique Games Conjecture states that it is hard to ...
Moses Charikar, Konstantin Makarychev, Yury Makary...
CCIA
2005
Springer
14 years 2 months ago
A Preliminary Study on the Relaxation of Numeric Features in Planning
Modern AI planners use different strategies to simplify the complexity of current planning problems and turn them more affordable. In this paper, we present a new approach that div...
Antonio Garrido, Eva Onaindia, Donato Herná...
BIRTHDAY
2003
Springer
14 years 1 months ago
Comet in Context
Combinatorial optimization problems naturally arise in many application areas, including logistics, manufacturing, supplychain management, and resource allocation. They often give...
Laurent Michel, Pascal Van Hentenryck
SDM
2010
SIAM
149views Data Mining» more  SDM 2010»
13 years 10 months ago
Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization
Real-world relational data are seldom stationary, yet traditional collaborative filtering algorithms generally rely on this assumption. Motivated by our sales prediction problem, ...
Liang Xiong, Xi Chen, Tzu-Kuo Huang, Jeff Schneide...
AAAI
2006
13 years 10 months ago
Decision Making in Uncertain Real-World Domains Using DT-Golog
DTGolog, a decision-theoretic agent programming language based on the situation calculus, was proposed to ease some of the computational difficulties associated with Markov Decisi...
Mikhail Soutchanski, Huy Pham, John Mylopoulos