Administrative Assistant: Kaoru Mulvihill
Research Areas:
EVIDENTIAL REASONING
(N. Dalkey, H. Geffner, J. Pearl)
distributed interpretation of multi-source data in networks of partial
beliefs
LEARNING
(A. Balke, R. Dechter, J. Pearl, S.-W. Tan, T.
Verma)
structuring and parameterizing links in belief networks to form
a representation consistent with a stream of observations
CONSTRAINT PROCESSING
(R. Ben-Eliyahu, A. Dechter, R. Dechter, J. Pearl)
intelligent backtracking, learning while searching,
restructuring constraint networks, truth maintenance systems,
temporal reasoning
GRAPHOIDS
(D. Geiger, A. Paz, J. Pearl, T. Verma)
characterization of informational dependencies and their graph
representations
DEFAULT REASONING
(R. Ben-Eliyahu, H. Geffner, M. Goldszmidt, J. Pearl, S.-W. Tan)
qualitative probabilistic reasoning; drawing
plausible and defeasible conclusions from
incomplete information
SUPPORTING GRANTS
- NSF: Probabilistic Networks for Automated Reasoning
IRI-9200918
- ITT: Theoretical Foundations of Reasoning and Heuristics as
Related to Causal Networks
B-VRS DNS/ITT
- NORTHROP: Industrial gift to support the research of the
Cognitive Systems Laboratory
NORTHROP CORP - INDEF
- AIRFORCE: Dynamic Constraint-Networks
Airforce Office of Scientific Research.
AFOSR 90 0136
- NORTHROP: Distributed Diagnosis of Systems with Multiple Faults
Northrop Corporation (Micro)
93-124
- ROCKWELL: Strategies for Reasoning in an Uncertain Environment
Rockwell International (Micro)
93-124
Publications:
A selected
bibliography
is availble.
Paper collections:
REPORT REQUESTS are to be directed to:
Prof. Judea Pearl (judea@cs.ucla.edu)
UCLA Computer Science Department
6291 Boelter Hall
Los Angeles, California 90024-1596
(310) 825-3243
Other lab pages can be found through this link.
Kaoru Mulvihill (kaoru@cs.ucla.edu)
UCLA Computer Science Department
4532 Boelter Hall
Los Angeles, California 90024-1596
(310) 825-3243