Dormant independence

Proceedings of the National Conference on Artificial Intelligence

Volumn 2, Issue , 2008, Pages 1081-1087

  Shpitser, Ilya ^a   Pearl, Judea ^a  

^a University of California   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGEBRAIC CONSTRAINTS; CAUSAL GRAPHS; EXPERIMENTAL DATUMS; GRAPH STRUCTURES; INDUCTION ALGORITHMS; INTERVENTIONAL; TWO TYPES;

ARTIFICIAL INTELLIGENCE; BIONICS; IMAGE SEGMENTATION; TREES (MATHEMATICS);

PROBABILITY DISTRIBUTIONS;

EID: 57749174832     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Pearl, J., and Verma, T. S. 1991. A theory of inferred causation. In Principles of Knowledge Representation and Reasoning: Proceedings of the Second International Conference, 441-452.
2. Pearl, J. 1988. Probabilistic Reasoning in Intelligent Systems. Morgan and Kaufmann, San Mateo.
3. Pearl, J. 2000. Causality: Models, Reasoning, and Inference. Cambridge University Press.
4. Shpitser, I., and Pearl, J. 2006a. Identification of conditional interventional distributions. In Uncertainty in Artificial Intelligence, volume 22.
5. Shpitser, I., and Pearl, J. 2006b. Identification of joint interventional distributions in recursive semi-markovian causal models. In Twenty-First National Conference on Artificial Intelligence.
6. Spirtes, P.; Glymour, C.; and Scheines, R. 1993. Causation, Prediction, and Search. Springer Verlag, New York.
7. Tian, J., and Pearl, J. 2002a. A general identification condition for causal effects. In Eighteenth National Conference on Artificial Intelligence, 567-573.
8. Tian, J., and Pearl, J. 2002b. On the testable implications of causal models with hidden variables. In Proceedings of UAI-02, 519-527.
9. Tian, J. 2002. Studies in Causal Reasoning and Learning. Ph.D. Dissertation, Department of Computer Science, University of California, Los Angeles.
10. Verma, T. S., and Pearl, J. 1990. Equivalence and synthesis of causal models. Technical Report R-150, Department of Computer Science, University of California, Los Angeles.