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ECML
2004
Springer
15 years 1 months ago
Justification-Based Selection of Training Examples for Case Base Reduction
Maintaining compact and competent case bases has become a main topic of Case Based Reasoning (CBR) research. The main goal is to obtain a compact case base (with a reduced number o...
Santiago Ontañón, Enric Plaza
74
Voted
EWCBR
2004
Springer
15 years 2 months ago
Dialogue Management for Conversational Case-Based Reasoning
Two key objectives of conversational case-based reasoning (CCBR) systems are (1) eliciting case facts in a manner that minimizes the user’s burden in terms of resources such as t...
Karl Branting, James C. Lester, Bradford W. Mott
86
Voted
EWCBR
2004
Springer
15 years 2 months ago
Knowledge-Intensive Case-Based Reasoning in CREEK
Knowledge-intensive CBR assumes that cases are enriched with general domain knowledge. In CREEK, there is a very strong coupling between cases and general domain knowledge, in that...
Agnar Aamodt
IBERAMIA
2004
Springer
15 years 2 months ago
Applying Rough Sets Reduction Techniques to the Construction of a Fuzzy Rule Base for Case Based Reasoning
Early work on Case Based Reasoning reported in the literature shows the importance of soft computing techniques applied to different stages of the classical 4-step CBR life cycle. ...
Florentino Fdez-Riverola, Fernando Díaz, Ju...
ICTAI
2009
IEEE
14 years 7 months ago
A Knowledge-Light Nonlinear Case-Based Reasoning Approach to Radiotherapy Planning
Radiation is often used in prostate cancer treatments. Radiotherapy treatment planning is a complex decision making process. In order to make a patient well, the oncologist has to...
Nishikant Mishra, Sanja Petrovic, Santhanam Sundar