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EWCBR
1994
Springer
13 years 9 months ago
Integrating Induction and Case-Based Reasoning: Methodological Approach and First Evaluations
We propose in this paper a general framework for integrating inductive and case-based reasoning (CBR) techniques for diagnosis tasks. We present a set of practical integrated appro...
Eric Auriol, Michel Manago, Klaus-Dieter Althoff, ...
EWCBR
2000
Springer
13 years 8 months ago
Maintaining Case-Based Reasoning Systems Using Fuzzy Decision Trees
This paper proposes a methodology of maintaining Case Based Reasoning (CBR) systems by using fuzzy decision tree induction - a machine learning technique. The methodology is mainly...
Simon C. K. Shiu, Cai Hung Sun, Xizhao Wang, Danie...
ICCBR
2007
Springer
13 years 11 months ago
Case-Based Reasoning Adaptation for High Dimensional Solution Space
Case-Based Reasoning (CBR) is a methodology that reuses the solutions of previous similar problems to solve new problems. Adaptation is the most difficult stage in the CBR cycle, e...
Ying Zhang, Panos Louvieris, Maria Petrou
HICSS
2003
IEEE
148views Biometrics» more  HICSS 2003»
13 years 10 months ago
A Framework for Case-Based Fuzzy Multicriteria Decision Support for Tropical Cyclone Forecasting
Case-based reasoning and multicriteria decision making have common grounds: they are both problem solving methodologies; both involve the selection, ranking and aggregation of bes...
Jocelyn San Pedro, Frada Burstein
ICRA
2002
IEEE
105views Robotics» more  ICRA 2002»
13 years 9 months ago
Learning Behavioral Parameterization using Spatio-Temporal Case-Based Reasoning
This paper presents an approach to learning an optimal behavioral parameterization in the framework of a Case-Based Reasoning methodology for autonomous navigation tasks. It is ba...
Maxim Likhachev, Michael Kaess, Ronald C. Arkin