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FLAIRS
2003
14 years 11 months ago
Efficient Retrieval for Case-Based Reasoning
In this work two indexing approaches are presented for case-based reasoning. The first is a hybrid technique which uses a combination of a matrix structure and a tree structure to...
David W. Patterson, Niall Rooney, Mykola Galushka
FLAIRS
2003
14 years 11 months ago
Improving the Representation Space through Exception-Based Learning
This paper addresses the problem of improving the representation space in a rule-based intelligent system, through exception-based learning. Such a system generally learns rules c...
Cristina Boicu, Gheorghe Tecuci, Mihai Boicu, Dori...
FLAIRS
2003
14 years 11 months ago
Toward Empathetic Agents in Tutoring Systems
This paper presents a way of improving computerbased with lifelike presence in learning environment. The approach combines Intelligent Tutoring Systems with research on human emot...
Jessica Faivre, Roger Nkambou, Claude Frasson
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FLAIRS
2003
14 years 11 months ago
Utilizing Validation Experience for System Validation
This paper adopts the idea of using knowledge gained by various validation sessions over time with a validation technology developed previously. The work is designed to reduce the...
Rainer Knauf, Avelino J. Gonzalez, Setsuo Tsuruta
FLAIRS
2003
14 years 11 months ago
Optimizing F-Measure with Support Vector Machines
Support vector machines (SVMs) are regularly used for classification of unbalanced data by weighting more heavily the error contribution from the rare class. This heuristic techn...
David R. Musicant, Vipin Kumar, Aysel Ozgur