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183   $acr
200 10$aScalability issues in authorship attribution /$fLuyckx, Kim ; promotor, Prof. dr. Walter Daelemans ; cover design, Tom De Smedt
210  1$aBrussels, Belgium :$cUniversity Press Antwerp,$d2010.
210  4$d©2010
215   $a1 online resource (196 p.)
300   $a"Proefschrift voorgelegd tot het behalen van de graad van doctor in de Taalkunde aan de Universiteit Antwerpen te verdedigen door."
311   $a90-5487-823-1 
320   $aIncludes bibliographical references.
327   $a""Front ""; ""Table of Contents""; ""Chapter 1""; ""1.1 Context and Motivation""; ""1.2 Research Objectives""; ""1.3 Our Perspective on Authorship Attribution""; ""1.4 Contributions and Limitations""; ""1.5 Chapter Guide""; ""Chapter 2""; ""2.1 Introducing the Task""; ""2.2 Perspectives on Authorship Attribution""; ""2.3 Methods and Techniques for Authorship Attribution""; ""2.4 Summary""; ""Chapter 3""; ""3.1 Methodology""; ""3.2 Evaluation Data Sets""; ""3.3 Summary""; ""Chapter 4""; ""4.1 Introduction and Research Questions""; ""4.2 Experimental Matrix and Baseline""
327   $a""4.3 Feature Selection Methods""""4.4 Cross-Validation Schemes for Multi-Topic Data""; ""4.5 Conclusions""; ""Chapter 5""; ""5.1 Introduction and Research Questions""; ""5.2 Experimental Set-Up""; ""5.3 The Effect of Author Set Size in the Original Data Sets""; ""5.4 The Effect of Author Set Size in Data Size and Topic Bal-anced Data""; ""5.5 The Effect of Exclusive Testing on Small Author Set Sizes""; ""5.6 Conclusions""; ""Chapter 6""; ""6.1 Introduction and Research Questions""; ""6.2 Experimental Set-Up""; ""6.3 Data Size as the Number of Variable-Length Samples""
327   $a""6.4 Data Size as the Number of Fixed-Length Samples""""6.5 Robustness to Limited Data""; ""6.6 Conclusions""; ""Chapter 7""; ""7.1 Conclusions""; ""7.2 Further Research""; ""Appendix A""; ""Appendix B""; ""Appendix C""; ""Appendix D""; ""Appendix E""; ""Appendix F""; ""Appendix G""; ""Appendix H""
606   $aComputational linguistics
606   $aLiterature$xData processing
606   $aAuthorship$xResearch$xMethodology
615  0$aComputational linguistics.
615  0$aLiterature$xData processing.
615  0$aAuthorship$xResearch$xMethodology.
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701   $aDe Smedt$b Tom$01531020
702   $aDaelemans$b Walter
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