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CP
2007
Springer
16 years 19 days ago
An LP-Based Heuristic for Optimal Planning
Abstract. One of the most successful approaches in automated planning is to use heuristic state-space search. A popular heuristic that is used by a number of state-space planners i...
Menkes van den Briel, J. Benton, Subbarao Kambhamp...
CPAIOR
2007
Springer
16 years 19 days ago
Replenishment Planning for Stochastic Inventory Systems with Shortage Cost
One of the most important policies adopted in inventory control is the (R,S) policy (also known as the “replenishment cycle” policy). Under the non-stationary demand assumption...
Roberto Rossi, Armagan Tarim, Brahim Hnich, Steven...
DIS
2007
Springer
16 years 19 days ago
A Consequence Finding Approach for Full Clausal Abduction
Abductive inference has long been associated with the logic of scientific discovery and automated abduction is now being used in real scientific tasks. But few methods can exploi...
Oliver Ray, Katsumi Inoue
ECML
2007
Springer
16 years 19 days ago
An Unsupervised Learning Algorithm for Rank Aggregation
Many applications in information retrieval, natural language processing, data mining, and related fields require a ranking of instances with respect to a specified criteria as op...
Alexandre Klementiev, Dan Roth, Kevin Small
ECSQARU
2007
Springer
16 years 19 days ago
Extending Description Logics with Uncertainty Reasoning in Possibilistic Logic
Possibilistic logic provides a convenient tool for dealing with inconsistency and handling uncertainty. In this paper, we propose possibilistic description logics as an extension o...
Guilin Qi, Jeff Z. Pan, Qiu Ji