328 search results - page 1 / 66 » Explanation Oriented Retrieval |
EWCBR
2004
Springer
13 years 10 months ago
2004
Springer
This paper is based on the observation that the nearest neighbour in a case-based prediction system may not be the best case to explain a prediction. This observation is based on t...
ASWEC
1998
IEEE
13 years 9 months ago
1998
IEEE
This paper reports the results from an action research project which studies the benefits of documenting the evolution and the rationale for the evolution of a requirements specif...
ICCBR
2003
Springer
13 years 10 months ago
2003
Springer
: One of the perceived benefits of Case-Based Reasoning (CBR) is the potential to use retrieved cases to explain predictions. Surprisingly, this aspect of CBR has not been much res...
AI
2003
Springer
13 years 10 months ago
2003
Springer
We propose a new framework of explanation-oriented data mining by adding an explanation construction and evaluation phase to the data mining process. While traditional approaches c...
AIR
2005
13 years 4 months ago
2005
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...