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Abstract: Case-based reasoning is a problem solving method that uses stored solutions to problems to aid in solving similar new problems. One of the difficulties of case-based reasoning is identifying cases that are relevant to a problem. If the problem is defined on a geometric domain --- for instance, planning a route using a city map --- it becomes possible to take advantage of the geometry to simplify the task of finding appropriate cases. We propose a methodology for determining a set of cases which ... (Update)
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...routes. More detailed information regarding case retrieval (including runtime and efficiency results) can be found in a previous paper [8]. Case Representation and Indexing When PRODIGY generates a plan, the detailed derivational trace of the solution produced is stored as...
.... the similarity metric which effectively takes into account the natural geometric and continuous valued characteristics of the map domain [4], and a discussion of the learning opportunities potentially offered by the real execution of the proposed planned routes [5] The main...
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BibTeX entry: (Update)
Karen Zita Haighand Jonathan Richard Shewchuk. Geometric similarity metrics for case-based reasoning. In Case-Based Reasoning: Working Notes from the AAAI94 Workshop, pages 182--187, Seattle, WA, August 1994. AAAI Press. http://citeseer.nj.nec.com/haigh94geometric.html More
@inproceedings{ haigh94geometric,
author = "Karen Zita Haigh and Jonathan Richard Shewchuk",
title = "Geometric Similarity Metrics for Case-Based Reasoning",
booktitle = "Case-Based Reasoning: Working Notes from the {AAAI}-94 Workshop",
publisher = "(Menlo Park, CA: AAAI Press)",
address = "Seattle, WA",
pages = "182--187",
year = "1994",
url = "citeseer.nj.nec.com/haigh94geometric.html" }
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463 Case-Based Reasoning (context) - Kolodner - 1993
267 Fibonacci heaps and their uses in improved network optimizat.. (context) - Fredman, Tarjan - 1985
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219 Primitives for the manipulation of general subdivisions and .. (context) - Guibas, Stolfi - 1985
101 Learning by Analogical Reasoning in General Problem Solving (context) - Veloso - 1992
78 PRODIGY: An integrated architecture for planning and learnin.. (context) - Carbonell, Knoblock et al. - 1990
32 Case-based planning: A framework for planning from experienc.. - Hammond - 1990
16 dimensional Delaunay tesselation with applications to Vorono.. (context) - Watson, n- - 1981
8 Program derivation using analogy (context) - Harandi, Bhansali - 1989
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5 Object-oriented system modeling with OMT (context) - Bruegge, Blythe et al. - 1992
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