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SAINT
2005
IEEE
16 years 6 days ago
Inductive Logic Programming for Structure-Activity Relationship Studies on Large Scale Data
Inductive Logic Programming (ILP) is a combination of inductive learning and first-order logic aiming to learn first-order hypotheses from training examples. ILP has a serious b...
Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numa...
CAV
2010
Springer
192views Hardware» more  CAV 2010»
15 years 10 months ago
Invariant Synthesis for Programs Manipulating Lists with Unbounded Data
We address the issue of automatic invariant synthesis for sequential programs manipulating singly-linked lists carrying data over infinite data doe define for that a framework ba...
Ahmed Bouajjani, Cezara Dragoi, Constantin Enea, A...
ATAL
2006
Springer
15 years 10 months ago
Solving POMDPs using quadratically constrained linear programs
Developing scalable algorithms for solving partially observable Markov decision processes (POMDPs) is an important challenge. One promising approach is based on representing POMDP...
Christopher Amato, Daniel S. Bernstein, Shlomo Zil...
PODS
1991
ACM
98views Database» more  PODS 1991»
15 years 10 months ago
Minimum and Maximum Predicates in Logic Programming
A novel approach is proposed for ezpresaing and computing eficienily a large cla88 of problem8, including jinding the shortest path in a graph, that were previously considered imp...
Sumit Ganguly, Sergio Greco, Carlo Zaniolo
176
Voted
AIPS
2007
15 years 9 months ago
Mixed Integer Linear Programming for Exact Finite-Horizon Planning in Decentralized Pomdps
We consider the problem of finding an n-agent jointpolicy for the optimal finite-horizon control of a decentralized Pomdp (Dec-Pomdp). This is a problem of very high complexity ...
Raghav Aras, Alain Dutech, François Charpil...