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Scalability issues in authorship attribution / / Luyckx, Kim ; promotor, Prof. dr. Walter Daelemans ; cover design, Tom De Smedt
| Scalability issues in authorship attribution / / Luyckx, Kim ; promotor, Prof. dr. Walter Daelemans ; cover design, Tom De Smedt |
| Autore | Luyckx Kim |
| Pubbl/distr/stampa | Brussels, Belgium : , : University Press Antwerp, , 2010 |
| Descrizione fisica | 1 online resource (196 p.) |
| Disciplina | 410.285 |
| Altri autori (Persone) | De SmedtTom |
| Soggetto topico |
Computational linguistics
Literature - Data processing Authorship - Research - Methodology |
| Soggetto genere / forma | Electronic books. |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
""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""
""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"" ""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"" |
| Record Nr. | UNINA-9910464651403321 |
Luyckx Kim
|
||
| Brussels, Belgium : , : University Press Antwerp, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Scalability issues in authorship attribution / / Luyckx, Kim ; promotor, Prof. dr. Walter Daelemans ; cover design, Tom De Smedt
| Scalability issues in authorship attribution / / Luyckx, Kim ; promotor, Prof. dr. Walter Daelemans ; cover design, Tom De Smedt |
| Autore | Luyckx Kim |
| Pubbl/distr/stampa | Brussels, Belgium : , : University Press Antwerp, , 2010 |
| Descrizione fisica | 1 online resource (196 p.) |
| Disciplina | 410.285 |
| Altri autori (Persone) | De SmedtTom |
| Soggetto topico |
Computational linguistics
Literature - Data processing Authorship - Research - Methodology |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
""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""
""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"" ""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"" |
| Record Nr. | UNINA-9910788943003321 |
|
Luyckx Kim
|
||
| Brussels, Belgium : , : University Press Antwerp, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Scalability issues in authorship attribution / / Luyckx, Kim ; promotor, Prof. dr. Walter Daelemans ; cover design, Tom De Smedt
| Scalability issues in authorship attribution / / Luyckx, Kim ; promotor, Prof. dr. Walter Daelemans ; cover design, Tom De Smedt |
| Autore | Luyckx Kim |
| Pubbl/distr/stampa | Brussels, Belgium : , : University Press Antwerp, , 2010 |
| Descrizione fisica | 1 online resource (196 p.) |
| Disciplina | 410.285 |
| Altri autori (Persone) | De SmedtTom |
| Soggetto topico |
Computational linguistics
Literature - Data processing Authorship - Research - Methodology |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
""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""
""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"" ""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"" |
| Record Nr. | UNINA-9910818536603321 |
|
Luyckx Kim
|
||
| Brussels, Belgium : , : University Press Antwerp, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||