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» Mining competent case bases for case-based reasoning
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IADIS
2008
13 years 10 months ago
A Case-Based Reasoning System to Forecast the Presence Of Oil Slicks
After an oil spill it is essential to know if an area is going to be affected by the oil slicks generated. The system presented here forecasts the presence or not of oil slicks in...
Juan M. Corchado, Aitor Mata, Juan Francisco de Pa...
AIIA
2005
Springer
14 years 2 months ago
Towards a General Framework for Substitutional Adaptation in Case-Based Reasoning
Abstract. Adaptation is one of the most problematic steps in the design and development of Case Based Reasoning (CBR) systems, as it may require considerable domain knowledge and i...
Sara Manzoni, Fabio Sartori, Giuseppe Vizzari
EWCBR
2008
Springer
13 years 10 months ago
Recognizing the Enemy: Combining Reinforcement Learning with Strategy Selection Using Case-Based Reasoning
This paper presents CBRetaliate, an agent that combines Case-Based Reasoning (CBR) and Reinforcement Learning (RL) algorithms. Unlike most previous work where RL is used to improve...
Bryan Auslander, Stephen Lee-Urban, Chad Hogg, H&e...
ICCBR
2007
Springer
14 years 2 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
CP
2003
Springer
14 years 1 months ago
Using Case-Based Reasoning to Write Constraint Programs
Abstract. Constraint programming offers powerful problem solving capabilities, but experienced and skilled developers are needed to maximise the benefits it offers. We introduce...
James Little, Cormac Gebruers, Derek G. Bridge, Eu...