Hybrid similarities : a method to insert relational information into existing data mining tools

Leiden Repository

Hybrid similarities : a method to insert relational information into existing data mining tools

Title: Hybrid similarities : a method to insert relational information into existing data mining tools
Author: Witsenburg, Martinus Damianus Jacobus
Publisher: Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science, Leiden University
Issue Date: 2012-12-20
Keywords: Data mining
Hybrid similarities
Similarity measures
Abstract: Data mining tools often only use a single type of information. The method proposed in this thesis allows the user to insert relational information into existing data mining tools that are designed for content-based information. It does so by regarding the contents of the neighborhood of an element. In this way, the content variability of elements is reduced by using the homophily in the network.
Description: Promotores: J.N. Kok, H. Blockeel
With summary in Dutch
Faculty: Faculteit der Wiskunde en Natuurwetenschappen
Citation: Witsenburg, M.D.J., 2012, Doctoral thesis, Leiden University
Handle: http://hdl.handle.net/1887/20358
 

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application/pdf Cover 319.3Kb View/Open
application/pdf Title page_Contents 128.5Kb View/Open
application/pdf Chapter 1 Introduction 139.3Kb View/Open
application/pdf Part I Foundations 66.85Kb View/Open
application/pdf Chapter 2 238.0Kb View/Open
application/pdf Chapter 3 308.0Kb View/Open
application/pdf Chapter 4 203.6Kb View/Open
application/pdf Part II Implementations 66.87Kb View/Open
application/pdf Chapter 5 275.4Kb View/Open
application/pdf Chapter 6 260.9Kb View/Open
application/pdf Chapter 7 192.4Kb View/Open
application/pdf Part III Analysis 66.85Kb View/Open
application/pdf Chapter 8 465.3Kb View/Open
application/pdf Chapter 9 335.8Kb View/Open
application/pdf Part IV Conclusions 66.85Kb View/Open
application/pdf Chapter 10 Conclusions 114.8Kb View/Open
application/pdf Bibliography 150.1Kb View/Open
application/pdf Summary in Dutch 123.6Kb View/Open
application/pdf Curriculum Vitae 91.92Kb View/Open
application/pdf Propositions 115.4Kb View/Open

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