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» Causes and Explanations: A Structural-Model Approach - Part ...
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EXACT
2009
13 years 3 months ago
Towards the Explanation of Workflows
Across many fields involving complex computing, software systems are being augmented with workflow logging functionality. The log data can be effectively organized using declarativ...
James Michaelis, Li Ding, Deborah L. McGuinness
ECAI
2008
Springer
13 years 7 months ago
Hierarchical explanation of inference in Bayesian networks that represent a population of independent agents
This paper describes a novel method for explaining Bayesian network (BN) inference when the network is modeling a population of conditionally independent agents, each of which is m...
Peter Sutovskú, Gregory F. Cooper
BMCBI
2008
97views more  BMCBI 2008»
13 years 6 months ago
Interrogating domain-domain interactions with parsimony based approaches
Background: The identification and characterization of interacting domain pairs is an important step towards understanding protein interactions. In the last few years, several met...
Katia S. Guimarães, Teresa M. Przytycka
ACL
1998
13 years 7 months ago
Tense and Connective Constraints on the Expression of Causality
Starting from descriptions of French connectives (in particular "donc"---therefore), on the one hand, and aspectual properties of French tenses pass4 simple and imparfai...
Pascal Amsili, Corinne Rossari
KDD
1994
ACM
117views Data Mining» more  KDD 1994»
13 years 10 months ago
Application of the TETRAD II Program to the Study of Student Retention in U.S. Colleges
We applied TETRAD II, a causal discovery program developed in Carnegie Mellon University's Department of Philosophy, to a database containing information on 204 U.S. colleges...
Marek J. Druzdze, Clark Glymour