Probabilistic extension to realistic abductive reasoning model

IETE Journal of Research

Volumn 42, Issue 3, 1996, Pages 155-159

  Kumar, G Prem ^a   Venkataram, P ^a  

^a INDIAN INSTITUTE OF SCIENCE   (India)

Author keywords

[No Author keywords available]

Indexed keywords

INFERENCE ENGINES; KNOWLEDGE REPRESENTATION; MATHEMATICAL MODELS; PROBABILISTIC LOGICS; PROBABILITY;

HYPER BIPARTITE NETWORK; INFERENCE MECHANISM; PROBABILISTIC REASONING; REALISTIC ABDUCTIVE REASONING MODEL;

ARTIFICIAL INTELLIGENCE;

EID: 0030149962     PISSN: 03772063     EISSN: 0974780X     Source Type: Journal    
DOI: 10.1080/03772063.1996.11415919     Document Type: Article

References (8)

1. H, Pople, On the Mechanization of Abductive Logic, Proceedings of International Joint Conference on Artificial Intelligence, 1973, pp 147–152.
2. J A, Reggia, D, Nau, P, Wang & Y, Peng, A Formal Model of Diagnostic Inference, Information Sciences, vol 37, pp 227–285, 1985.
3. Y, Peng & J A, Reggia, Diagnostic Problem-Solving with Causal Chaining, International Journal of Intelligent Systems, vol 2, pp 395–406, 1987.
4. S, Goodall, J A, Reggia, S, Tuhrim & B, Chu, ABLOG:Improvements on an Abductive Approach to Diagnostic Problem Solving, Third Annual Expert Systems in Government Conference, Washington, DC, Oct 1987, pp 150–154.
5. T, Bylander, D, Allenmang, M C, Tanner & J R, Josephson, The Computational Complexity of Abduction, Artificial Intelligence, vol 49, pp 25–60, 1991.
6. G Prem, Kumar & P, Venkataram, A Realistic Model for Diagnostic Problem Solving using Abductive Reasoning Based on Parsimonious Covering Principle, Third Turkish Conference on Artificial Intelligence and Neural Networks, Ankara, Turkey, Jun 1994, pp 1–10.
7. Y, Peng & J A, Reggia, Abductive Inference Models for Diagnostic Problem-Solving, Springer-Verlag, New York, 1990.
8. G Prem, Kumar & P, Venkataram, Network Fault and Performance Management Using Realistic Abductive Reasoning Model, to appear in:Journal of Indian Institute of Science, Special issue on Intelligent Systems.