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Titlebook: Case-Based Reasoning Research and Development; 7th International Co Rosina O. Weber,Michael M. Richter Conference proceedings 2007 Springer

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Gary Bennett,Brad Lees,Mitchell Fisheres and relevant parts of a solution are retrieved and reused at different levels of abstraction. We evaluate SmartCAT on the SmartHouse domain looking at the usefulness of the cases, the structure of the case-base and the retrieval strategy in problem-solving. The system generated solutions compare well with those of a domain expert.
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A Methodology for Analyzing Case Retrieval from a Clustered Case Memoryrequired computational time improvement and the maximum accuracy reduction accepted. The mechanisms used to assess the data geometry are the complexity measures. This methodology is successfully tested on a case memory organized by a Self-Organization Map.
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Case-Based Planning and Execution for Real-Time Strategy Gamesledge from expert demonstrations in form of individual cases. This knowledge can be reused via a case based behavior generator that proposes behaviors to achieve the specific open goals in the current plan. Specifically, we applied our technique to the .ARGUS domain with promising results.
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https://doi.org/10.1007/978-1-4842-1958-4tudy of the testbed system WebAdapt. WebAdapt applies the approach in the travel planning domain, using OpenCyc, Wikipedia, and the Geonames GIS database as knowledge sources for generating substitutions. Experimental results suggest the promise of the approach, especially when information from multiple sources is combined.
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Administering APEX in a Runtime-Only Modedological assistance in defining fine-grained quality criteria or designing and implementing control processes for the measurement and evaluation of the data quality. Therefore this paper proposes two approaches for methodological assistance in developing data quality inspections and data quality management for case-based reasoning systems.
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Using Cases Utility for Heuristic Planning Improvementlay processes. Then, the paper shows some experimental results for several benchmarks taken from the International Planning Competition (IPC). These results show the planning performance improvement when case utilities are used.
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