Information Refinement and Revision for Decision Making: Modeling for Diagnostics, Prognostics, and Prediction
Papers from 2002 AAAI Spring Symposium
Kai Goebel and Piero Bonissone, Program Cochairs
Technical Report SS-02-03. Published by The AAAI Press, Menlo Park, California. This technical report is also available in book and CD format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Quantitative Temporal Relationships in Dynamic Bayesian Models / 1
Dirk Colbry, Bart Peintner, and Martha Pollack
The Use of Evidence Conflict to extend Diagnostic Models / 9
John Mark Agosta and Jonathan S. Katz
Efficient Fault Diagnosis using Probing / 16
Irina Rish, Mark Brodie, and Sheng Ma
Active Classification with Bounded Resources / 24
AnYuan Guo
Using Sensitivity Analysis for Selective Parameter Update in Bayesian Network Learning / 29
Haiqin Wang, Irina Rish, and Sheng Ma
Distributed Diagnosis of Networked Hybrid Systems / 37
James Kurien, Xenofon Koutsoukos, and Feng Zhao
Incremental Automated Diagnostics / 45
Chris Price
Sensor Validation and Fusion with Distributed Smart Dust Motes for Monitoring and Enabling Efficient Energy Use / 51
Alice M. Agogino, Jessica Granderson, and Shijun Qiu
Distributed Multi-Algorithm Diagnostics and Prognostics for US Navy Ships / 59
George D. Hadden, Peter Bergstrom, George Vachtsevanos, Bonnie Holte Bennett, and Joe Van Dyke
Supervisory Control for Energy Savings and Thermal Comfort in Commercial Building HVAC Systems / 67
Rodney A. Martin, Clifford C. Federspiel, and David M. Auslander
A Novel Architecture for an Integrated Fault Diagnostic/Prognostic System / 75
Guangfan Zhang, Seungkoo Lee, Nicholas Propes, Yongsheng Zhao, George Vachtsevanos, Ash Thakker, and Tom Galie
Predicting Wet-End Web Breakage in Paper Mills / 84
Piero Bonissone, Kai Goebel, and Yu-To Chen
Using Hierarchical Recurrent Neuro-Fuzzy Systems for Decision Making / 93
Andreas Nürnberger
Using Fuzzy MCDM and Case-Based Reasoning to Support General Decision Making / 101
Gleiber Fernandes Royes and Rogério Cid Bastos
Value of Information Analysis in Dynamic Decision Models / 109
Songsong Xu and Kim-Leng Poh
Information Refinement and Revision for Medical Expert System -- Automated Extraction of Hierarchical Rules from Clinical Data / 115
Shusaku Tsumoto
Distributed Search and Decision-Making using Cooperative Coevolutionary Agents / 122
Raj Subbu and Arthur C. Sanderson
Decision Making in Logistics: A Chaos Theory Based Analysis / 130
Priya Ranjan, Soundar Kumara, Amit Surana, Vikram Manikonda, Mark Greaves, and Wilbur Peng
Diagnosis and Prediction in a Moving Vehicle: The Driver Advocate / 137
Bradford W. Miller, Noel Massey, and Robert M. Gardner
An Introduction of Embedded Infotronics Agent for Tether-Free Prognostics / 139
Jay Lee and Jun Ni
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