Browsing 2.05 Vincent Mary School of Science and Technology by Subject "Case base maintenance"
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Hybrid Technique and Competence Preserving Case Deletion Methods for Case Maintenance in Case-Based Reasoning (2010)
Case-Based Reasoning (CBR) is one of machine learning algorithms for problem solving and learning that caught a lot of attention over the last few years. In general, CBR is composed of four main phases: retrieve the most similar case or cases, reuse the case to solve the problem, revise or adapt the proposed solution, and retain the learned cases before returning them to the case base for learning purpose. Unfortunately, in many cases, this retain process causes the uncontrolled case base growth. The problem affects competence and performance of ...