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Record Nr. |
UNISA996465950203316 |
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Titolo |
Advances in Case-Based Reasoning [[electronic resource] ] : Third European Workshop, EWCBR-96, Lausanne, Switzerland, November 14 - 16, 1996, Proceedings / / edited by Ian Smith, Boi Faltings |
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Pubbl/distr/stampa |
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Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1996 |
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ISBN |
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Edizione |
[1st ed. 1996.] |
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Descrizione fisica |
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1 online resource (X, 538 p.) |
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Collana |
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Lecture Notes in Artificial Intelligence ; ; 1168 |
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Disciplina |
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Soggetti |
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Artificial intelligence |
Artificial Intelligence |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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Nota di contenuto |
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How different is different? -- Towards CBR for bioprocess planning -- On the role of abstraction in case-based reasoning -- ISAC: A CBR system for decision support in air traffic control -- Structural similarity and adaptation -- Justification structures for document reuse -- Adaptation-guided retrieval in EBMT: A case-based approach to machine translation -- Dynamically creating indices for two million cases: A real world problem -- Case memory and the behaviouristic model of concepts and cognition -- Supporting object reuse through case-based reasoning -- Meta-cases: Explaining case-based reasoning -- A two layer case-based reasoning architecture for medical image understanding -- Learning adaptation rules from a case-base -- An evolutionary agent model of case-based classification -- Using description logics for knowledge intensive case-based reasoning -- Applying case retrieval nets to diagnostic tasks in technical domains -- Plans as structured networks of hierarchically and temporally related case pieces -- The transfer problem in analogical reuse -- A case-based system for adaptive hypermedia navigation -- Feature weighting by explaining case-based planning episodes -- Classification-based problem-solving in case-based reasoning -- A case base similarity framework -- On the importance of similitude: An entropy-based assessment -- Case-enhanced configuration by resource balancing -- |
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Adaptation cost as a criterion for solution evaluation -- Fish and Shrink. A next step towards efficient case retrieval in large scaled case bases -- Abstractions of data and time for multiparametric time course prognoses -- The utility problem analysed -- REPRO: Supporting flowsheet design by case-base retrieval -- A bayesian framework for case-based reasoning -- Principles of case reusing systems -- Using typicality theory to select the best match -- Considering decision cost during learning of feature weights -- Case-Based problem solving methods for parametric design tasks -- Corporate knowledge management for the millennium -- Case-based reasoning techniques applied to operation experience feedback in nuclear power plants -- Troubleshooting CFM 56-3 engines for the Boeing 737 using CBR and data-mining -- Global case-base development and deployment. |
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Sommario/riassunto |
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This book constitutes the refereed proceedings of the Third European Workshop on Case-Based Reasoning, EWCBR-96, held in Lausanne, Switzerland, in November 1996. Case-based reasoning is an appealing technique for dealing with the knowledge acquisition bottleneck in computer applications; solutions to new problems are found by adapting similar experience from the past, called cases. The 38 revised full papers presented were carefully selected from a broad variety of submissions after a thorough refereeing process. The volume refleats the state of the art in case-based reasoning research and applications. |
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