Successful Case-based Reasoning Applications - I [recurso electrónico] / edited by Stefania Montani, Lakhmi C. Jain.
Tipo de material: TextoSeries Studies in Computational Intelligence ; 305Editor: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010Descripción: X, 226 p. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9783642140785Tema(s): Engineering | Medical records -- Data processing | Artificial intelligence | Engineering | Computational Intelligence | Artificial Intelligence (incl. Robotics) | Health InformaticsFormatos físicos adicionales: Printed edition:: Sin títuloClasificación CDD: 006.3 Clasificación LoC:Q342Recursos en línea: Libro electrónicoTipo de ítem | Biblioteca actual | Colección | Signatura | Copia número | Estado | Fecha de vencimiento | Código de barras |
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Libro Electrónico | Biblioteca Electrónica | Colección de Libros Electrónicos | Q342 (Browse shelf(Abre debajo)) | 1 | No para préstamo | 374668-2001 |
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Innovations in Case-Based Reasoning Applications -- Case-Based Reasoning for Medical and Industrial Decision Support Systems -- Development of Industrial Knowledge Management Applications with Case-Based Reasoning -- Case Based Reasoning for Supporting Strategy Decision Making in Small and Medium Enterprises -- Heterogeneity in Ontological CBR Systems -- The Adaptation Problem in Medical Case–Based Reasoning Systems -- Prototype–Based Classification in Unbalanced Biomedical Problems -- Case–Based Ranking for Environmental Risk Assessment -- CookIIS – A Successful Recipe Advisor and Menu Creator.
Case-based reasoning offers tremendous advantages over other AI based techniques in all those fields where experiential knowledge is readily available. This research book presents a sample of successful applications of case-based reasoning. The contributions include: • Introduction to case-based reasoning • Case-based reasoning for medical and industrial support systems • Industrial knowledge management applications • Decision making in small and medium enterprises • Heterogeneity in ontological CBR systems • The adaptation problem in medical case-based reasoning systems • Prototype-based classification in unbalanced biomedical problems • Case-based ranking for environmental risk assessment • Recipe advisor and menu creator The book is directed to the application engineers, scientists, professors and students who wish to develop successful case-based reasoning applications.
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