Robert Neumayer
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Background
- Master of Science in Computer Science in Intelligent Systems (Magisterstudium), Vienna University of Technology, March 2004 - October 2007
- Master of Economics and Social Sciences in Business Informatics (Magisterstudium), University of Vienna, Vienna University of Technology, March 2004 - June 2005.
- Bachelor of Economics and Social Sciences in Business Informatics (Bakkalaureatsstudium), University of Vienna, Vienna University of Technology, October 2000 - February 2004.
- 2004: started to work in the areas of Music Information Retrieval and Machine Learning as well as Spam Filtering at the University of Vienna's Department of Distributed Systems
- 2005 - 2006: I spent one year as an exchange student at Trinity College Dublin.
- from July 2006 to June 2008: Project Assistant at TU Vienna's Institute of Software Technology and Interactive Systems, Information and Software Engineering Group doing research on Digital Preservation and on Music Information Retrieval
- since June 2008: Ph.D. Student at NTNU Trondheim's Department of Computer and Information Science doing research on Distributed Text Mining
Teaching
Updated information about all these courses can be found on its learning
- Autumn 2008, IT2103 Objektorientert systemutvikling (object oriented system development)
- Spring 2009, TDT4117 Informasjonsgjenfinning (information retrieval), description
- Autumn 2009, TDT4117 Informasjonsgjenfinning (information retrieval), description
- Spring 2010, TDT4145 Datamodellering og databasesystemer (introduction to database systems), description
- Autumn 2010, TDT4117 Informasjonsgjenfinning (information retrieval), description
- Spring 2011, TDT4145 Datamodellering og databasesystemer (introduction to database systems), description
Supervised Master Theses and Student Projects
Information about all these courses can be found on its learning
- Spring 2009, Feature Selection for Text Categorisation, Thesis
- Spring 2010, Authoritative K-Means for Clustering of Web Search Results, Thesis
- Autumn 2010, Opinion Mining for Song Lyrics, Thesis
- Autumn 2010, Sentiment Analysis on Twitter, project
Publications
2012 | |
| [NEU12_ecir] | Robert Neumayer, Krisztian Balog, and Kjetil Nørvåg. When simple is (more than) good enough: Effective semantic search with (almost) no semantics. In Proceedings of the 34rd European Conference on Information Retrieval (ECIR'12), Barcelona, Spain, April 1 - 5 2012. [ .pdf| .pdf(poster) ] |
| [NEU12_ecir2] | Robert Neumayer, Krisztian Balog, and Kjetil Nørvåg. On the modeling of entities for ad-hoc entity search in the web of data, full paper submitted to the 34rd european conference on information retrieval. In Proceedings of the 34rd European Conference on Information Retrieval (ECIR'12), Barcelona, Spain, April 1 - 5 2012. [ .pdf| .pdf (slides) ] |
2011 | |
| [NEU11_pkdd] | Robert Neumayer, George Tsatsaronis, and Kjetil Nørvåg. Trumit: A tool to support large-scale mining of text association rules. In Proceedings of the 10th European Conference on Machine Learning and Knowledge Discovery in Databases - European Conference, (ECML PKDD 2011), volume 6913 of Lecture Notes in Computer Science, pages 646-649, Athens, Greece, September 5-9 2011. Springer. [ bib | .pdf| |
| [NEU11_ismis] | Robert Neumayer and Kjetil Nørvåg. Evaluation of feature combination approaches for text categorisation. In Proceedings of the 19th International Symposium on Methodologies for Intelligent Systems (ISMIS'11), pages 438-448-, Warsaw, Poland, June 28-30 2011. [ bib | .pdf| .pdf ] |
| [NEU11_is] | Robert Neumayer, Christos Doulkeridis, and Kjetil Nørvåg. A hybrid approach for estimating document frequencies in unstructured P2P networks. Information Systems, 36(3):579-595, May 2011. [ bib | DOI | http | .pdf ] |
| [BAL11_www] | Krisztian Balog, Marek Ciglan, Robert Neumayer, Wei Wei, and Kjetil Nørvåg. NTNU at semsearch 2011. In Proceedings of the 4th International Semantic Search Workshop of the 20th Int. World Wide Web Conference WWW2011), pages -, Hyderabad, India, April 19-21 2011. [ bib ] |
| [NEU11_ecir] | Robert Neumayer, Rudolf Mayer, and Kjetil Nørvåg. Combination of feature selection methods for text categorisation. In Proceedings of the 33rd European Conference on Information Retrieval (ECIR'11), pages 763-766, Dublin, Ireland, April 19-21 2011. [ bib | .pdf ] |
2009 | |
| [NEU09_wise] | Robert Neumayer, Christos Doulkeridis, and Kjetil Nørvåg. Aggregation of document frequencies in unstructured P2P networks. In Proceedings of 10th International Conference on Web Information Systems Engineering (WISE'09), Lecture Notes in Computer Science, Poznan, Poland, October 5-7 2009. Springer. [ bib | .pdf | .pdf ] |
| [MAY09_wemis] | Rudolf Mayer and Robert Neumayer. Multi-modal analysis of music: A large-scale evaluation. In Andreas Rauber, Nicola Orio, and David Rizo, editors, Proceedings of the Workshop on Exploring Musical Information Spaces, (WEMIS'09), pages 30-35, Corfu, Greece, October 1-2 2009. [ bib | .pdf ] |
| [MAY09_ecdl] | Rudolf Mayer, Robert Neumayer, and Andreas Rauber. Data recovery from distributed personal repositories. In Proceedings of the European Conference on Research and Advanced Technology for Digital Libraries (ECDL'09), Lecture Notes in Computer Science, pages 455-458, Corfu, Greece, September 27 - October 2 2009. Springer. [ bib | DOI | .pdf ] |
| [MAY09_wsom] | Rudolf Mayer, Robert Neumayer, Doris Baum, and Andreas Rauber. Analytic comparison of self-organising maps. In Proceedings of the 7th International Workshop on Self-Organizing Maps (WSOM'09), volume 5629 of Lecture Notes in Computer Science, pages 182-190, St. Augustine, FL, USA, 2009. Springer. [ bib | DOI | .pdf ] |
| [MAY09_ciao] | Rudolf Mayer, Robert Neumayer, and Andreas Rauber. Interacting with (semi-) automatically extracted context of digital objects. In Proceedings of the Workshop on Context, Information And Ontologies (CIAO'09), Heraklion, Greece, June 1 2009. ACM. [ bib | .pdf ] |
| [NEU08_encyclopaedia] | Robert Neumayer and Andreas Rauber. Handbook of Research on Digital Libraries: Design, Development, and Impact, chapter Map-Based User Interfaces for Music Information Retrieval. IGI Global, Hershey, PA, USA, February 2009. [ bib ] |
2008 | |
| [MAY08_mm] |
Rudolf Mayer, Robert Neumayer, and Andreas Rauber.
Combination of audio and lyrics features for genre classification in
digital audio collections.
In Proceedings of the ACM 16th International Conference on
Multimedia (MM'08), Vancouver, BC, Canada, 2008. ACM.
[ bib
|.pdf ]
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| [MAY08_ismir] | Rudolf Mayer, Robert Neumayer, and Andreas Rauber. Rhyme and Style Features for Musical Genre Classification by Song Lyrics. In Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR'08), pages 337 - 342, Philadelphia, PA USA, September 14-18 2008. [ bib |.pdf | detailed plots ] |
| [NEU08_muscle] | Robert Neumayer and Andreas Rauber. Multimodal Processing and Interaction, chapter Multimodal Analysis of Text and Audio Features for Music Information Retrieval. Springer, Berlin Heidelberg, July 2008. [ bib ] |
| [NEU08_ist] | Robert Neumayer, Andreas Rauber, Seamus Ross, and Stephan Strodl. Fostering Collaboration with DigitalPreservationEurope. In Proceedings of the IST Africa Conference 2008, Windhoek, Namibia, May 6 - 9 2008. [ bib |.pdf ] |
| [GAN08_book] | Wilfried Gansterer, Andreas Janecek, and Robert Neumayer. Survey of Text Mining II: Clustering, Classification, and Retrieval, chapter Spam Filtering Based on Latent Semantic Indexing, pages 165 - 183. Springer, January 2008. [ bib ] |
2007 | |
| [NEU07_appraisal] | Robert Neumayer and Andreas Rauber. Why appraisal is not 'utterly' useless and why it's not the way to go either. online, November 2007. [ bib | .pdf | .pdf ] |
| [NEU07_thesis] | Robert Neumayer. ATLANTIS or towards a multi-modal approach to music information retrieval and its visualisation. Master's thesis, Vienna University of Technology, Department of Software Technology and Interactive Systems, October 2007. [ bib | .pdf (poster) | .pdf ] |
| [BEC07_rcdl] | Christoph Becker, Stephan Strodl, Robert Neumayer, Andreas Rauber, Eleonora Nicchiarelli Bettelli, and Max Kaiser. Long-term preservation of electronic theses and dissertations: A case study in preservation planning. In Proceedings of the 9th Russian Conference on Digital Libraries (RCDL'07), Pereslavl, Russia, October 15-18 2007. [ bib | .pdf ] |
| [NEU07_vmdl] | Robert Neumayer, Jakob Frank, Peter Hlavac, Thomas Lidy, and Andreas Rauber. Bringing mobile based map access to digital audio to the end user. In Proceedings of the 14th International Conference on Image Analysis and Processing Woorkshops (ICIAP'07), 1st Workshop on Video and Multimedia Digital Libraries (VMDL'07), pages 9-14, Modena, Italy, September 10-13 2007. IEEE. [ bib | .pdf (poster) | .pdf ] |
| [NEU07_wsom] | Robert Neumayer, Rudolf Mayer, and Andreas Rauber. Component selection for the metro visualisation of the SOM. In Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM'07), Bielefeld, Germany, September 3-6 2007. [ bib | .pdf (slides) | .pdf ] |
| [NEU07_ijcnn] | Robert Neumayer, Rudolf Mayer, Georg Pölzlbauer, and Andreas Rauber. The metro visualisation of component planes for self-organising maps. In Proceedings of the International Joint Conference on Neural Networks (IJCNN'07), Orlando, FL, USA, August 12-17 2007. IEEE Computer Society. [ bib | .pdf (poster) | .pdf ] |
| [STR07_jcdl] | Stephan Strodl, Christoph Becker, Robert Neumayer, and Andreas Rauber. How to choose a digital preservation strategy: Evaluating a preservation planning procedure. In Proceedings of the 7th ACM IEEE Joint Conference on Digital Libraries (JCDL'07), pages 29-38, Vancouver, British Columbia, Canada, June 18-23 2007. ACM Press. [ bib | DOI | .pdf ] |
| [NEU07_riao] | Robert Neumayer and Andreas Rauber. Multi-modal music information retrieval - visualisation and evaluation of clusterings by both audio and lyrics. In Proceedings of the 8th Conference Recherche d'Information Assistée par Ordinateur (RIAO'07), Pittsburgh, PA, USA, May 29th - June 1 2007. ACM. [ bib | http | .pdf (slides) | .pdf ] |
| [GAN07_siam] | Wilfried Gansterer, Andreas Janecek, and Robert Neumayer. Spam filtering based on latent semantic indexing. In Proceedings of the 5th SIAM Workshop on Text Mining, Minneapolis, MN, USA, April 26-28 2007. [ bib | .pdf ] |
| [NEU07_ecir] | Robert Neumayer and Andreas Rauber. Integration of text and audio features for genre classification in music information retrieval. In Proceedings of the 29th European Conference on Information Retrieval (ECIR'07), pages 724-727, Rome, Italy, April 2-5 2007. [ bib | DOI | .pdf (poster) | .pdf ] |
| [STR07_delos] | Stephan Strodl, Christoph Becker, Robert Neumayer, Andreas Rauber, Eleonora Nicchiarelli Bettelli, Max Kaiser, Hans Hofman, Heike Neuroth, Stefan Strathmann, Franca Debole, and Giuseppe Amato. Evaluating preservation strategies for electronic theses and dissertations. In Revised Selected Papers of the 1st International DELOS Conference, pages 238-247, Pisa, Italy, February 13-14 2007. Springer. [ bib | .pdf ] |
2006 | |
| [NEU06_wda] | Robert Neumayer. Clustering based ensemble classification for spam filtering. In Proceedings of the 7th Workshop on Data Analysis (WDA'06), pages 11-22. Elfa Academic Press, June 29 - July 2 2006. [ bib | .pdf ] |
2005 | |
| [NEU05_ismir] | Robert Neumayer, Michael Dittenbach, and Andreas Rauber. PlaySOM and PocketSOMPlayer: Alternative interfaces to large music collections. In Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR'05), pages 618-623, London, UK, September 11-15 2005. Queen Mary, University of London. [ bib | .pdf (poster) | .pdf ] |
| [NEU05_imn] | Robert Neumayer, Thomas Lidy, and Andreas Rauber. Content-based organization of digital audio collections. In Proceedings of the 5th Open Workshop of MUSICNETWORK, Vienna, Austria, July 4-5 2005. [ bib | .pdf ] |
| [DIT05_avivdilib] | Michael Dittenbach, Robert Neumayer, and Andreas Rauber. PlaySOM: An alternative approach to track selection and playlist generation in large music collections. In Proceedings of the 1st International Workshop of the EU Network of Excellence DELOS on Audio-Visual Content and Information Visualization in Digital Libraries (AVIVDiLib 2005), pages 226-235, Cortona, Italy, May 4-6 2005. [ bib | .pdf ] |
| [RAU05_sem] | Andreas Rauber, Michael Dittenbach, Helmut Berger, Andreas Pesenhofer, Georg Pölzlbauer, Nataliya Sokolovska, Rudolf Mayer, Thomas Lidy, and Robert Neumayer. Detecting and exploring semantic concepts in unstructured data. In Proceedings of the International Symposium on Semantic Systems in the Knowledge Society - Challenges and Opportunities. OCG, 2005. [ bib | .pdf ] |
| [RAU05_ercim] | Andreas Rauber, Thomas Lidy, and Robert Neumayer. Maps of music. Ercim News, 62:18, 2005. [ bib | .html | .pdf ] |
| [GAN05_report2] | Wilfried Gansterer, Michael Ilger, Peter Lechner, Robert Neumayer, and Jürgen Strauß. Phases 2 and 3 of project spamabwehr: Smtp based concepts and cost-profit models. Technical report, Institute of Distributed and Multimedia Systems, Faculty of Computer Science, University of Vienna, 2005. [ bib ] |
| [NEU05_thesis] | Robert Neumayer. The remote access generator engine, remote access via automatic code generation. Master's thesis, University of Vienna, 2005. [ bib | .pdf ] |
| [GAN05_report] | Wilfried Gansterer, Michael Ilger, Peter Lechner, Robert Neumayer, and Jürgen Strauß. Anti-spam methods - state of the art. Technical report, Institute of Distributed and Multimedia Systems, Faculty of Computer Science, University of Vienna, 2005. [ bib | .pdf ] |
2004 | |
| [NEU04_wda] | Robert Neumayer. Musical genre classification using a multi layer perceptron. In Proceedings of the 5th Workshop on Data Analysis (WDA'04), pages 51-66. Elfa Academic Press, June 24-27 2004. [ bib | .pdf ] |
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