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» Causality in Databases
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ECSQARU
2001
Springer
13 years 9 months ago
Caveats for Causal Reasoning with Equilibrium Models
In this paper we examine the ability to perform causal reasoning with equilibrium models. We explicate a postulate, which we term the Manipulation Postulate, that is required in o...
Denver Dash, Marek J. Druzdzel
DEBU
2010
134views more  DEBU 2010»
13 years 2 months ago
Causality in Databases
Provenance is often used to validate data, by verifying its origin and explaining its derivation. When searching for "causes" of tuples in the query results or in genera...
Alexandra Meliou, Wolfgang Gatterbauer, Joseph Y. ...
ACL
2000
13 years 6 months ago
Extracting Causal Knowledge from a Medical Database Using Graphical Patterns
This paper reports the first part of a project that aims to develop a knowledge extraction and knowledge discovery system that extracts causal knowledge from textual databases. In...
Christopher S. G. Khoo, Syin Chan, Yun Niu
PAKDD
2009
ACM
80views Data Mining» more  PAKDD 2009»
13 years 11 months ago
Trace Mining from Distributed Assembly Databases for Causal Analysis
Shohei Hido, Hirofumi Matsuzawa, Fumihiko Kitayama...