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» Verification and Validation and Artificial Intelligence
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FLAIRS
2006
13 years 9 months ago
Using Validation Sets to Avoid Overfitting in AdaBoost
AdaBoost is a well known, effective technique for increasing the accuracy of learning algorithms. However, it has the potential to overfit the training set because its objective i...
Tom Bylander, Lisa Tate
FLAIRS
2003
13 years 8 months ago
The Rule Retranslation Problem and the Validation Interface
Current rule base maintenance is wasting refinement and inference performance. There are only few maintenance concepts, which enjoy both (1) formal rule refinement and (2) utili...
Hans-Werner Kelbassa, Rainer Knauf
AISC
2008
Springer
13 years 9 months ago
Validated Evaluation of Special Mathematical Functions
Because of the importance of special functions, several books and a large collection of papers have been devoted to the numerical computation of these functions, the most well-know...
Franky Backeljauw, Stefan Becuwe, Annie A. M. Cuyt
CCIA
2008
Springer
13 years 9 months ago
Validation and Experimentation of a Tourism Recommender Agent based on a Graded BDI Model
In this paper, a validation and an experimentation of the use of graded BDI agents is reported. This agent model has been proposed to specify agents capable to deal with the enviro...
Ana Casali, Lluis Godo, Carles Sierra
FLAIRS
2001
13 years 8 months ago
Validity of First-Order Knowledge Bases
A knowledge base is maintained by modifying its conceptual model and by using those modifications to specify changes to its implementation. The maintenance problem is to determine...
John K. Debenham