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Titlebook: Case-Based Reasoning Research and Development; 20th International C Belén Díaz Agudo,Ian Watson Conference proceedings 2012 Springer-Verlag

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楼主: hydroxyapatite
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Construction of Constrained Optimal Designsormed decisions since they are able to explore similar both regular and rare cases of post-operative patients. The two layered case structure is moving the focus from diagnosis to outcome i.e. the recovery of the patient, something a physician is especially interested in, including the risk of complications and side effects.
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Giovanni Andreatta,Amedeo R. Odoni for CBR solutions based on .-NN. Evaluation of the approach on a variety of classification tasks demonstrates its ability to provide easily understandable explanations by exploiting the generalizing power of rule learning, while maintaining the benefits of CBR as the problem-solving method.
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A Computer Aided System for Post-operative Pain Treatment Combining Knowledge Discovery and Case-Baormed decisions since they are able to explore similar both regular and rare cases of post-operative patients. The two layered case structure is moving the focus from diagnosis to outcome i.e. the recovery of the patient, something a physician is especially interested in, including the risk of complications and side effects.
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Feature Weighting and Confidence Based Prediction for Case Based Reasoning Systems,l soil nutrients based on features extracted from a chromatogram image of a soil sample. We propose novel feature weighting techniques based on alignment, as well as a new alignment and confidence measure as potential solutions. The hypotheses are evaluated on UCI datasets and the case base of Infochrom and show promising results.
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A Lazy Learning Approach to Explaining Case-Based Reasoning Solutions, for CBR solutions based on .-NN. Evaluation of the approach on a variety of classification tasks demonstrates its ability to provide easily understandable explanations by exploiting the generalizing power of rule learning, while maintaining the benefits of CBR as the problem-solving method.
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Diverse Plan Generation by Plan Adaptation and by First-Principles Planning: A Comparative Study,d using it to contrast two such systems, identifying their relative strengths and weaknesses. To corroborate our analysis, we perform a comparative experimental evaluation of these systems on a real-time strategy game domain.
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Toward Measuring the Similarity of Complex Event Sequences in Real-Time,ageous performance of vector similarity measures. This method is based on the assumption that events closer to a point of interest, like the current time, are more important than those further away. Four experiments are performed on both synthetic and real-time data that show both disadvantages and advantages of the method.
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