Sampath Srinivas: Research Publications
- PhD THESIS: Modeling techniques and
algorithms for probabilistic model-based diagnosis and repair, Sampath Srinivas. Knowledge
Systems Laboratory, Computer Science Department, Stanford University, Portland, 1995. [PDF] [Abstract]
- Efficient Enumeration of Instantiations
in Bayesian Networks, Sampath Srinivas and P. Pandurang Nayak. In Proceedings
of 12th Conference on Uncertainty in Artificial Intelligence, Portland, Oregon, August 1996. [PDF]
- A Polynomial Algorithm for Computing the
Optimal Repair Strategy in a System with Independent Component failures, Sampath Srinivas, in Proceedings
of Eleventh Conference on Uncertainty in Artificial Intelligence,
Montreal, Canada, August 1995. [PDF]
- Modeling failure priors and persistence
in model-based diagnosis, Sampath Srinivas, in Proceedings
of the Eleventh Conference on Uncertainty in Artificial Intelligence, Montreal, Canada, August 1995. [PDF]
- Exploiting system hierarchy to compute
repair plans in probabilistic model-based diagnosis, Sampath Srinivas and
Eric Horvitz, In Proceedings of the Eleventh Conference on Uncertainty
in Artificial Intelligence, Montreal, Canada, August 1995. [PDF]
- A Probabilistic Approach to Hierarchical
Model-Based Diagnosis, Sampath Srinivas, in Proceedings of the Tenth Conference
of Uncertainty in Artificial Intelligence, Seattle, WA, July 1994. [PDF]
- A Generalization of the Noisy-Or Model, Sampath Srinivas, in Proceedings
of the Ninth Conference on Uncertainty in Artificial Intelligence,
Washington, DC, July 1993. [PDF]
- A decision-theoretic approach to the
display of information for time-critical decisions: The Vista project, Eric Horvitz, Corinne
Roukangas, Matthew Barry, Sampath Srinivas, in The Sixth Annual
Workshop on Space Operations Applications and Research, 1992,
p407-417. [Cite]
- IDEAL: A Software
Package for Analysis of Influence Diagrams, Sampath Srinivas and
John S. Breese, in Proceedings
of the Sixth Conference on Uncertainty in Artificial Intelligence,
Cambridge, MA, August, 1990. [PDF]
- Automated Construction of Sparse
Bayesian Networks from Unstructured Probabilistic Models and Domain
Information,
Sampath Srinivas, Stuart J. Russell and Alice M. Agogino. In Proceedings
of the Fifth Conference on Uncertainty in Artificial Intelligence,
Windsor, Ontario, pp. 343-350, Aug, 1989. Also in Uncertainty in
Artificial Intelligence 5, Editors: M. Henrion et. al. [PDF]
- Multiple
Sensor Expert System for Diagnostic Reasoning, Monitoring, and
Control of Mechanical Systems, Alice Agogino, Sampath Srinivas and Kenneth
Schneider, Mechanical Systems and Signal Processing, Vol. 2(2),
1988, pp. 165-185.