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ECAI
2004
Springer
16 years 1 days ago
Explaining the Result of a Decision Tree to the End-User
This paper addresses the problem of the explanation of the result given by a decision tree, when it is used to predict the class of new cases. In order to evaluate this result, the...
Isabelle Alvarez
EWCBR
2004
Springer
16 years 1 days ago
An Analysis of Case-Base Editing in a Spam Filtering System
Because of the volume of spam email and its evolving nature, any deployed Machine Learning-based spam filtering system will need to have procedures for case-base maintenance. Key t...
Sarah Jane Delany, Padraig Cunningham
DATE
2003
IEEE
120views Hardware» more  DATE 2003»
15 years 12 months ago
Delay Defect Diagnosis Based Upon Statistical Timing Models - The First Step
Abstract — This paper defines a new diagnosis problem for diagnosing delay defects based upon statistical timing models. We illustrate the differences between the delay defect d...
Angela Krstic, Li-C. Wang, Kwang-Ting Cheng, Jing-...
ICDE
2003
IEEE
137views Database» more  ICDE 2003»
15 years 12 months ago
Personalized Portals for the Wireless and Mobile User; a Mobile Agent Approach
The Wireless environment requires new type of services and new ways for structuring the needed content. Personalization comes into aid via the creation of personalized portals tha...
Christoforos Panayiotou, George Samaras
ECAI
2000
Springer
15 years 11 months ago
Picture Perfect: Visualisation Techniques for Case-based Reasoning
Case-based reasoning systems solve new problems by retrieving and adapting the solutions to similar previously solved problems. The success and performance of any case-based reason...
Barry Smyth, Mark Mullins, Elizabeth McKenna