Successful Case-based Reasoning Applications - I

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 rea...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Montani, Stefania (Επιμελητής έκδοσης), Jain, Lakhmi C. (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
Σειρά:Studies in Computational Intelligence, 305
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Successful Case-based Reasoning Applications - I  |h [electronic resource] /  |c edited by Stefania Montani, Lakhmi C. Jain. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg,  |c 2010. 
300 |a X, 226 p. 107 illus., 3 illus. in color.  |b online resource. 
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490 1 |a Studies in Computational Intelligence,  |x 1860-949X ;  |v 305 
505 0 |a 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. 
520 |a 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. 
650 0 |a Engineering. 
650 0 |a Health informatics. 
650 0 |a Artificial intelligence. 
650 0 |a Computational intelligence. 
650 1 4 |a Engineering. 
650 2 4 |a Computational Intelligence. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a Health Informatics. 
700 1 |a Montani, Stefania.  |e editor. 
700 1 |a Jain, Lakhmi C.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783642140778 
830 0 |a Studies in Computational Intelligence,  |x 1860-949X ;  |v 305 
856 4 0 |u http://dx.doi.org/10.1007/978-3-642-14078-5  |z Full Text via HEAL-Link 
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950 |a Engineering (Springer-11647)