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114
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ARTMED
2000
105views more  ARTMED 2000»
15 years 13 days ago
Planning treatment of ischemic heart disease with partially observable Markov decision processes
Diagnosis of a disease and its treatment are not separate, one-shot activities. Instead, they are very often dependent and interleaved over time. This is mostly due to uncertainty...
Milos Hauskrecht, Hamish S. F. Fraser
115
Voted
ENGL
2007
103views more  ENGL 2007»
15 years 17 days ago
Fault Diagnosis of Manufacturing Processes via Genetic Algorithm Approach
—Instantaneous detection and diagnosis of various faults and break-downs in industrial processes is required to reduce production losses and damage to equipments. A solved knowle...
Stefania Gallova
93
Voted
DSN
2006
IEEE
15 years 6 months ago
Automatic Recovery Using Bounded Partially Observable Markov Decision Processes
This paper provides a technique, based on partially observable Markov decision processes (POMDPs), for building automatic recovery controllers to guide distributed system recovery...
Kaustubh R. Joshi, William H. Sanders, Matti A. Hi...
118
Voted
KDD
2005
ACM
142views Data Mining» more  KDD 2005»
16 years 1 months ago
Towards exploratory test instance specific algorithms for high dimensional classification
In an interactive classification application, a user may find it more valuable to develop a diagnostic decision support method which can reveal significant classification behavior...
Charu C. Aggarwal
138
Voted
MTV
2005
IEEE
138views Hardware» more  MTV 2005»
15 years 6 months ago
Diagnosing Faulty Functional Units in Processors by Using Automatically Generated Test Sets
Microprocessor technology is increasingly used for many applications; the large market volumes call for cost containment in the production phase. Process yield for processor produ...
Paolo Bernardi, Ernesto Sánchez, Massimilia...