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ICCBR
1997
Springer
13 years 9 months ago
From Troubleshooting to Process Design: Closing the Manufacturing Loop
This paper describes the dual use of a case base for diagnosis and for improving the design of a manufacturing process. In the short term, the case base is used to provide past ex...
Chris J. Price, Ian S. Pegler, M. B. Ratcliffe, A....
ICCBR
1997
Springer
13 years 9 months ago
Examining Locally Varying Weights for Nearest Neighbor Algorithms
Previous work on feature weighting for case-based learning algorithms has tended to use either global weights or weights that vary over extremely local regions of the case space. T...
Nicholas Howe, Claire Cardie
ICCBR
1997
Springer
13 years 9 months ago
Merge Strategies for Multiple Case Plan Replay
Planning by analogical reasoning is a learning method that consists of the storage, retrieval, and replay of planning episodes. Planning performance improves with the accumulationa...
Manuela M. Veloso
ICCBR
1997
Springer
13 years 9 months ago
Supporting Combined Human and Machine Planning: An Interface for Planning by Analogical Reasoning
Realistic and complex planning situations require a mixed-initiative planning framework in which human and automated planners interact to mutually construct a desired plan. Ideally...
Michael T. Cox, Manuela M. Veloso