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» Towards a Natural Way of Reasoning
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ILP
2007
Springer
14 years 3 months ago
Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming
Stochastically searching the space of candidate clauses is an appealing way to scale up ILP to large datasets. We address an approach that uses a Bayesian network model to adaptive...
Louis Oliphant, Jude W. Shavlik
AOSD
2006
ACM
14 years 3 months ago
Towards supporting on-demand virtual remodularization using program graphs
OOP style requires programmers to organize their code according to objects (or nouns, using natural language as a metaphor), causing a program’s actions (verbs) to become scatte...
David Shepherd, Lori L. Pollock, K. Vijay-Shanker
LADS
2007
Springer
14 years 3 months ago
An Argumentation Based Semantics for Agent Reasoning
A key challenge for agent architectures and programming paradigms is to account for defeasible reasoning over mental attitudes and to provide associated conflict resolution mechan...
Sanjay Modgil
ICTL
1994
14 years 1 months ago
Abduction in Temporal Reasoning
Commonsense knowledge often omits the temporal incidence of facts, and even the ordering between occurrences is only available for some of their instances. Reasoning about the temp...
Cristina Ribeiro, António Porto
ICAIL
2003
ACM
14 years 3 months ago
A Model Based Reasoning Approach for Generating Plausible Crime Scenarios from Evidence
Robust decision support systems (DSSs) for crime investigation are difficult to construct because of the almost infinite variation of plausible crime scenarios. Thus, existing ap...
Jeroen Keppens, John Zeleznikow