A case-based reasoning system for supervised classification problems in the medical field

•A Case Based Reasoning system for supervised classification problems.•New Retrieve, Reuse, Revise and Retain algorithms in the case-based reasoning system.•New randomization technique to amplify the case base and case base segmentation.•New algorithms for feature selection and weighting and forrule...

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Veröffentlicht in:	Expert systems with applications 2020-07, Vol.150, p.113335, Article 113335
Hauptverfasser:	Bentaiba-Lagrid, Miled Basma, Bouzar-Benlabiod, Lydia, Rubin, Stuart H., Bouabana-Tebibel, Thouraya, Hanini, Maria R.
Format:	Artikel
Sprache:	eng
Schlagworte:	Case randomization Case validation Case-Based Reasoning (CBR) Classification Datasets Machine learning Medical diagnosis Problem solving Randomization Reasoning Retrieval Supervised classification problems
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