Publications

2018

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Benjamin Murauer, Michael Tschuggnall and Günther Specht: Dynamic Parameter Search for Cross-Domain Authorship Attribution. In Working Notes of CLEF. 2018

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M Kestemont, M Tschuggnall, E Stamatatos, W Daelemans, G Specht, B Stein and M Potthast: Overview of the author identification task at PAN-2018: cross-domain authorship attribution and style change detection. In Working Notes Papers of the CLEF. 2018

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Efstathios Stamatatos, Francisco Rangel, Michael Tschuggnall, Mike Kestemont, Paolo Rosso, Benno Stein and Martin Potthast: Overview of PAN-2018: Author Identification, Author Profiling, and Author Obfuscation. In Experimental IR Meets Multilinguality, Multimodality, and Interaction. 9th International Conference of the CLEF Initiative (CLEF 18). Springer, Berlin Heidelberg New York (Sep 2018). 2018

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Eva Zangerle, Michael Tschuggnall, Stefan Wurzinger and Günther Specht: ALF-200k: Towards Extensive Multimodal Analyses of Music Tracks and Playlists. In Advances in Information Retrieval - 39th European Conference on IR Research (ECIR 2018), pages 584-590. Springer, 2018

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Benjamin Murauer, Michael Tschuggnall and Günther Specht: On the Influence of Machine Translation on Language Origin Obfuscation. In Proceedings of the 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018). 2018 (to be published)

2017

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Eva Zangerle, Michael Tschuggnall, Stefan Wurzinger and Günther Specht: Analyzing Coherent Characteristics in Music Playlists. In Proceedings of the 4th Digital Humanities Austria Conference (dha 2017), Innsbruck, Austria 2017.

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Michael Tschuggnall: Automatisierte Plagiatserkennung in Textdokumenten: Was der Schreibstil eines Autors über die Echtheit verrät. In S. Mauler, H. Ortner, U. Pfeiffenberger (Edt): Medien und Glaubwürdigkeit, pages 131-140, Innsbruck University Press, 2017

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Benjamin Murauer, Maximilian Mayerl, Michael Tschuggnall, Eva Zangerle, Martin Pichl and Günther Specht: Hierarchical Multilabel Classification and Voting for Genre Classification. In CEURS Working Notes Proceedings of the MediaEval 2017 Workshop. CEUR-WS.org, 2017

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Martin Potthast, Francisco Rangel, Michael Tschuggnall, Efstathios Stamatatos, Paolo Rosso and Benno Stein: Overview of PAN’17: Author Identification, Author Profiling, and Author Obfuscation. In Experimental IR Meets Multilinguality, Multimodality, and Interaction. 8th International Conference of the CLEF Initiative (CLEF 17). Springer, Berlin Heidelberg New York (Sep 2017). 2017

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Michael Tschuggnall, Efstathios Stamatatos, Ben Verhoeven, Walter Daelemans, Günther Specht, Benno Stein, and Martin Potthast: Overview of the Author Identification Task at PAN-2017: Style Breach Detection and Author Clustering. In CEUR Workshop Proceedings, CLEF 2017 Working Notes, Dublin, Ireland, September 11-14, 2017.

2016

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Efstathios Stamatatos, Michael Tschuggnall, Ben Verhoeven, Walter Daelemans, Günther Specht, Benno Stein, and Martin Potthast: Clustering by Authorship Within and Across Documents. In Working Notes Papers of the CLEF 2016 Evaluation Labs, CEUR Workshop Proceedings, September 2016. CLEF and CEUR-WS.org. ISSN 1613-0073.

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Paolo Rosso, Francisco Rangel, Martin Potthast, Efstathios Stamatatos, Michael Tschuggnall and Benno Stein: Overview of PAN'16 - New Challenges for Authorship Analysis: Cross-genre Profiling, Clustering, Diarization, and Obfuscation. In Norbert Fuhr et al, editors, Experimental IR Meets Multilinguality, Multimodality, and Interaction. 7th International Conference of the CLEF Initiative (CLEF 16), Berlin Heidelberg New York, September 2016. Springer. ISBN 978-3-319-44564-9.

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Michael Tschuggnall, Günther Specht and Christian Riepl: Algorithmisch unterstützte Literarkritik: Eine grammatikalische Analyse zur Bestimmung von Schreibstilen. In In Memoriam Wolfgang Richter, Hrsg.: H. Rechenmacher, pages 415-428. EOS-Verlag, 2016.

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Michael Tschuggnall and Günther Specht: From Plagiarism Detection to Bible Analysis: The Potential of Machine Learning for Grammar-Based Text Analysis. In Proceedings of Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD 2016), pages 245-248. 2016

2015

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Michael Tschuggnall and Günther Specht: On the Potential of Grammar Features for Automated Author Profiling. In International Journal On Advances in Intelligent Systems, Volume 8, Number. 3&4, pages 255-265, 2015.

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Michael Tschuggnall: Intrinsische Plagiatserkennung und Autorenerkennung mittels Grammatikanalyse. In Ausgezeichnete Informatikdissertationen 2014, Volume D-15, pages 279-288. Bonner Köllen Druck+Verlag, 2015.

2014

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Michael Tschuggnall: Intrinsic Plagiarism Detection and Author Analysis By Utilizing Grammar. PhD thesis, University of Innsbruck, Department of Computer Science, 2014.

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Michael Tschuggnall and Günther Specht: Automatic Decomposition of Multi-Author Documents Using Grammar Analysis. In Proceedings of the 26th GI-Workshop on Foundations of Databases (Grundlagen von Datenbanken), (GvDB 2014), October 2014, Ritten, Italy. CEUR-WS.org, Volume 1313, pages 17-22, 2014

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Michael Tschuggnall, Günther Specht: What Grammar Tells About Gender and Age of Authors. In Proceedings of the 4th International Conference on Advances in Information Mining and Management (IMMM 2014), July 2014, Paris, France, pp. 30-35, 2014

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Michael Tschuggnall and Günther Specht: Enhancing Authorship Attribution By Utilizing Syntax Tree Profiles. In Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2014), volume 2: Short Papers, April 2014, ACL, Gothenburg, Sweden, pages 195-199, 2014.