University of Twente Student Theses


Exploiting inter-conceptual relationships to boost SVM classification

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

[img] PDF
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:
Export this item as:BibTeX
HTML Citation
Reference Manager


Repository Staff Only: item control page