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Exploiting inter-conceptual relationships to boost SVM classification

Poulisse, Gert-Jan (2007) Exploiting inter-conceptual relationships to boost SVM classification.

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Abstract:The initial aim of this research was to utilize the semantic relationships between some basic concepts to develop a concept detector capable of recognizing an abstract concept like ‘happiness’ in a dataset. Such a detector proved infeasible, and the focus of this research became to develop methods to improve weak classifiers by exploiting the knowledge of more discernable, related concepts.
Item Type:Essay (Master)
Faculty:EEMCS: Electrical Engineering, Mathematics and Computer Science
Subject:54 computer science
Programme:Computer Science MSc (60300)
Link to this item:http://purl.utwente.nl/essays/660
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