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» Maximal Causality Analysis
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JMLR
2006
190views more  JMLR 2006»
15 years 16 days ago
Causal Graph Based Decomposition of Factored MDPs
We present Variable Influence Structure Analysis, or VISA, an algorithm that performs hierarchical decomposition of factored Markov decision processes. VISA uses a dynamic Bayesia...
Anders Jonsson, Andrew G. Barto
91
Voted
SCIA
2005
Springer
15 years 6 months ago
Maximal Digital Straight Segments and Convergence of Discrete Geometric Estimators
François de Vieilleville, Jacques-Olivier L...
DAC
2002
ACM
16 years 1 months ago
Model order reduction for strictly passive and causal distributed systems
This paper presents a class of algorithms suitable for model reduction of distributed systems. Distributed systems are not suitable for treatment by standard model-reduction algor...
Luca Daniel, Joel R. Phillips
AIED
2005
Springer
15 years 6 months ago
The Use of Qualitative Reasoning Models of Interactions between Populations to Support Causal Reasoning of Deaf Students
Making inferences is crucial for understanding the world. The school may develop such skills but there are few formal opportunities for that. This paper describes an experiment de...
Paulo Salles, Heloisa Lima-Salles, Bert Bredeweg
115
Voted
KDD
2007
ACM
209views Data Mining» more  KDD 2007»
16 years 1 months ago
Temporal causal modeling with graphical granger methods
The need for mining causality, beyond mere statistical correlations, for real world problems has been recognized widely. Many of these applications naturally involve temporal data...
Andrew Arnold, Yan Liu, Naoki Abe