论文信息 - Adaptation Knowledge Discovery from a Case Base

Adaptation Knowledge Discovery from a Case Base

In case-based reasoning, the adaptation step depends in general on domain-dependent knowledge, which motivates studies on adaptation knowledge acquisition (AKA). CABAMAKA is an AKA system based on principles of knowledge discovery from databases. This system explores the variations within the case base to elicit adaptation knowledge. It has been successfully tested in an application of case-based decision support to breast cancer treatment.

[1] Mohammed J. Zaki,et al. CHARM: An Efficient Algorithm for Closed Itemset Mining , 2002, SDM.

[2] Mark T. Keane,et al. Learning Adaptation Rules from a Case-Base , 1996, EWCBR.

[3] Margaret H. Dunham,et al. Data Mining: Introductory and Advanced Topics , 2002 .

[4] Christopher K. Riesbeck,et al. Inside Case-Based Reasoning , 1989 .