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LPNMR
2011
Springer
12 years 10 months ago
Logic, Probability and Computation: Foundations and Issues of Statistical Relational AI
Over the last 25 years there has been considerable body of research into combinations of predicate logic and probability forming what has become known as (perhaps misleadingly) sta...
David Poole
TALIP
2008
76views more  TALIP 2008»
13 years 7 months ago
Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling
Wanxiang Che, Min Zhang, AiTi Aw, Chew Lim Tan, Ti...
AI
1998
Springer
13 years 7 months ago
Applications of the Situation Calculus to Formalizing Control and Strategic Information: The Prolog Cut Operator
We argue that the situation calculus is a natural formalism for representing and reasoning about control and strategic information. As a case study, in this paper we provide a sit...
Fangzhen Lin
AI
2008
Springer
13 years 9 months ago
Some Simplified Forms of Reasoning with Distance-Based Entailments
Distance semantics is a robust way of handling dynamically evolving and possibly contradictory information. In this paper we show that in many cases distance-based entailments can ...
Ofer Arieli, Anna Zamansky
AI
2000
Springer
13 years 7 months ago
Belief functions and default reasoning
We present a new approach to dealing with default information based on the theory of belief functions. Our semantic structures, inspired by Adams' -semantics, are epsilon-beli...
Salem Benferhat, Alessandro Saffiotti, Philippe Sm...