Fifth Workshop on Case-Based Reasoning in the Health Sciences Isabelle Bichindaritz

Main contribution improvement of adaptation method for learning from failures of the case-based reasoning

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Application domain Hep-2 cell image interpretation
System context case-based image interpretation
Task / problem addressed classification problem – improve recognition of over 30 different nuclear and cytoplasmic patterns when patterns change over time or new patterns emerge
Research hypothesis case-based reasoning can be applied to the problem of novelty detection and also of concept drift
Main contribution novel application for CBR: detecting novelty, detecting concept drift.

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