Publications by Rudolf Mayer

2011

[MR11a]
Rudolf Mayer and Andreas Rauber. Musical Genre Classification by Ensembles of Audio and Lyrics Features. In Proceedings of the 12th International Society for Music Information Retrieval Conference (ISMIR 2011), pages 675-680, October 24-28 2011. [ bib ]
[MR11b]
Rudolf Mayer and Andreas Rauber. On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps. In Jorma Laaksonen and Timo Honkela, editors, Proceedings of the 8th Workshop on Self-Organizing Maps (WSOM'11), volume 6731 of Lecture Notes in Computer Science, pages 238-246. Springer Berlin / Heidelberg, June 13-15 2011. [ bib | DOI ]
[NMN11]
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 ]

2010

[MRdL+10]
Rudolf Mayer, Andreas Rauber, Pedro J. Ponce de León, Carlos Pérez-Sancho, and José M. Iñesta. Feature Selection in a Cartesian Ensemble of Feature Subspace Classifiers for Music Categorisation. In Proceedings of the ACM Multimedia Workshop on Music and Machine Learning (MML 2010), pages 53-56, Florence (Italy), October 25 2010. ACM. [ bib | .pdf ]
[MR10b]
Rudolf Mayer and Andreas Rauber. Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees. In Konstantinos Diamantaras, Wlodek Duch, and Lazaros Iliadis, editors, Proceedings of the International Conference on Artificial Neural Networks (ICANN'10), volume 6353 of LNCS, pages 426-431, Thessaloniki, Greece, September 15 - 18 2010. Springer. [ bib | DOI | .pdf ]
[LMR+10]
Thomas Lidy, Rudolf Mayer, Andreas Rauber, Pedro J. Ponce de León, Antonio Pertusa, and José M. Iñesta. A cartesian ensemble of feature subspace classifiers for music categorization. In J. Stephen Downie and Remco C. Veltkamp, editors, Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010), pages 279-284, Utrecht, The Netherlands, August 9-13 2010. International Society for Music Information Retrieval, International Society for Music Information Retrieval. [ bib | .pdf ]
[MR10a]
Rudolf Mayer and Andreas Rauber. Machine Learning Techniques for Multimedia, volume 274 of Studies in Computational Intelligence, chapter Multimodal Aspects of Music Retrieval: Audio, Song Lyrics - and Beyond?, pages 333-363. Springer Berlin Heidelberg, 2010. [ bib | http ]

2009

[MN09]
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, ECDL 2009, pages 30-36, Corfu, Greece, October 1-2 2009. [ bib | .pdf ]
[MFR09]
Rudolf Mayer, Jakob Frank, and Andreas Rauber. Analytic Comparison of Audio Feature Sets using Self-Organising Maps. In Andreas Rauber, Nicola Orio, and David Rizo, editors, Proceedings of the Workshop on Exploring Musical Information Spaces, ECDL 2009, pages 62-67, Corfu, Greece, October 1-2 2009. [ bib | .pdf ]
[MNR09a]
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), Corfu, Greece, September 27 - October 2 2009. Springer. [ bib | .pdf ]
[MR09]
Rudolf Mayer and Andreas Rauber. Establishing Context of Digital Objects' Creation, Content and Usage. In Proceedings of the First International Workshop on Innovation in Digital Preservation (InDP 2009), Austin, TX, USA, June 19 2009. [ bib | .pdf ]
[MNBR09]
Rudolf Mayer, Robert Neumayer, Doris Baum, and Andreas Rauber. Analytic Comparison of Self-Organising Maps. In José Carlos Príncipe and Risto Miikkulainen, editors, Proceedings of the 7th Workshop on Self-Organizing Maps (WSOM'09), pages 182-190, St. Augustine, Fl, USA, June 8-10 2009. [ bib | .pdf ]
[MNR09b]
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), New York, NY, USA, June 1 2009. ACM. [ bib | DOI | .pdf ]

2008

[MNR08a]
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 Multimedia 2008, pages 159-168. ACM New York, NY, USA, October 27-31 2008. [ bib | .pdf ]
[MNR08b]
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 351-352, September 14-18 2008. [ bib | .pdf ]
[MRR08]
Rudolf Mayer, Angela Roiger, and Andreas Rauber. Map-based Interfaces for Information Management in Large Text Collections. Journal of Digital Information Management, 6(4):294-302, August 2008. [ bib | .pdf ]
[PMR08]
Andreas Pesenhofer, Rudolf Mayer, and Andreas Rauber. Automating the Management of Scientific Conferences using Information Mining Techniques. Journal of Digital Information Management, 6(1):3-11, February 2008. [ bib | .pdf ]
[GCM08]
Derek Green, Pádraig Cunningham, and Rudolf Mayer. Machine Learning Techniques for Multimedia, chapter Unsupervised Learning and Clustering, pages 51-90. Cognitive Technologies. Springer Berlin Heidelberg, 2008. [ bib | DOI | http ]

2007

[MRR07a]
Rudolf Mayer, Angela Roiger, and Andreas Rauber. Supporting Information Management in Digital Libraries with Map-based Interfaces. In Proceedings of the 2nd IEEE International Conference on Digital Information Management (ICDIM'07). IEEE, October 28-31 2007. [ bib | .pdf ]
[MRR07b]
Rudolf Mayer, Angela Roiger, and Andreas Rauber. Supporting Information Management in Digital Libraries with Map-based Interfaces. In Proceedings of the European Conference on Research and Advanced Technology for Digital Libraries (ECDL'07), Budapest, Hungary, September 16-21 2007. Springer. [ bib | .pdf ]
[MAR07]
Rudolf Mayer, Taha Abdel Aziz, and Andreas Rauber. Visualising Class Distribution on Self-Organising Maps. In Joaquim Marques de Sá, Luís A. Alexandre, Wlodzislaw Duch, and Danilo Mandic, editors, Proceedings of the International Conference on Artificial Neural Networks (ICANN'07), volume 4669 of LNCS, pages 359-368, Heidelberg, September 9-13 2007. Springer. [ bib | .pdf ]
[LM07]
Khalid Latif and Rudolf Mayer. Sky-Metaphor Visualisation for Self-Organising Maps. In Proceedings of the 7th International Conference on Knowledge Management (I-KNOW'07), Graz, Austria, September 5-7 2007. [ bib | .pdf ]
[NMR07]
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 ]
[NMPR07]
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 ]

2006

[PMR06]
Andreas Pesenhofer, Rudolf Mayer, and Andreas Rauber. Improving Scientific Conferences by Enhancing Conference Management Systems with Information Mining Capabilities. In Pit Pichappan, Ajitht Abraham, Richard Chbeir, Youakim Badr, Eyas El-Qawasmeh, David Gross-Amblard, and Maytham Safar, editors, Proceedings of the 1st IEEE International Conference on Digital Information Management (ICDIM'06), pages 359-366, Bangalore, India, December 6-8 2006. IEEE. IEEE Catalog Number: 06EX1549. [ bib | .pdf ]
[MR06]
Rudolf Mayer and Andreas Rauber. Adding SOMLib capabilities to the Greenstone Digital LibrarySystem. In Proceedings of the 9th International Conference on Asian Digital Libraries (ICADL'06), pages 486-489, November 27-30 2006. [ bib | .pdf ]
[MLR06b]
Rudolf Mayer, Thomas Lidy, and Andreas Rauber. The Map of Mozart. In Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR'06), pages 351-352, October 8-12 2006. [ bib | .pdf ]
[MLR06a]
Rudolf Mayer, Thomas Lidy, and Andreas Rauber. Map of Mozart. Journal of the Austrian Computer Society (OCG), 31(2):12-13, June 2006. [ bib | .pdf ]

2005

[RDB+05]
Andreas Rauber, Michael Dittenbach, Helmut Berger, Andreas Pesenhofer, Georg Pölzlbauer, Natalya 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 & Opportunities, Vienna, Austria, November 23 - 25 2005. OCG. [ bib ]
[MMR05]
Rudolf Mayer, Dieter Merkl, and Andreas Rauber. Mnemonic SOMs: Recognizable Shapes for Self-Organizing Maps. In Marie Cottrell, editor, Proceedings of the Fifth Workshop on Self-Organizing Maps (WSOM'05), pages 131-138, Paris, France, September 5-8 2005. [ bib | .pdf ]

2004

[May04a]
Rudolf Mayer. Recognisable Shapes for Self-Organizing Maps. In Ján Paralič, Georg Pölzlbauer, and Andreas Rauber, editors, Proceedings of the Fifth Workshop on Data Analysis (WDA'04), pages 67-82, Sliezsky dom, Vysoké Tatry, Slovakia, June 24-27 2004. Elfa Academic Press. [ bib ]
[May04b]
Rudolf Mayer. Text mining with adaptive neural networks. Master's thesis, Vienna University of Technology, 2004. [ bib ]