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» Explanation Support for the Case-Based Reasoning Tool myCBR
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ICCBR
2005
Springer
14 years 4 months ago
Knowledge Intensive Case Based Support for Automated Explanation of Biological Phenomena
The rapid growth of data stored in molecular biology-related databases has stimulated the development of integrative tools for retrieval and presentation of the data in the form of...
Waclaw Kusnierczyk, Agnar Aamodt, Astrid Læg...
SCAI
2008
14 years 13 days ago
Explanatory Capabilities in the CREEK Knowledge-Intensive Case-Based Reasoner
The ability to give explanations for its reasoning and behaviour is a core capability of an intelligent system. There are a number of different goals a user can have towards such e...
Anders Kofod-Petersen, Jörg Cassens, Agnar Aa...
EWCBR
1993
Springer
14 years 3 months ago
Explanation-Driven Case-Based Reasoning
Problem solving in weak theory domains should compensate for the lack of strong theories by combining the various other knowledge types involved. Such methods should be able to eff...
Agnar Aamodt
AIR
2005
102views more  AIR 2005»
13 years 11 months ago
A Case-Based Explanation System for Black-Box Systems
Most users of machine-learning products are reluctant to use the systems without any sense of the underlying logic that has led to the system's predictions. Unfortunately many...
Conor Nugent, Padraig Cunningham