Rudolf Mayer
Univ.Lektor Mag.rer.soc.oec. Dipl.-Ing.
Roles
-
External Lecturer
Logic and Computation, E192 -
External Lecturer
Information Systems Engineering, E194
Courses
2020W
- Machine Learning / 184.702 / VU
- Self-Organizing Systems / 188.413 / VU
2021S
- Machine Learning / 184.702 / VU
- Security, Privacy and Explainability in Machine Learning / 194.055 / VU
Projects
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Skalierbare Langzeitarchivierungsumgebungen
2011 – 2014 / European Commission -
Research Studio Digital Memory Engineering
2009 – 2012 / Austrian Research Promotion Agency (FFG) -
PLANETS: Permanent Long-Term Access through Networked Services
2006 – 2011 / European Commission -
FODOK: Austrian Research Documentation
2006 – 2009 / Johannes Kepler Universität Linz -
Muscle
2004 – 2009 / European Commission -
Delos
2004 – 2007 / European Commission
Publications
2013
- Framework for verification of preserved and redeployed processes / T. Miksa, A. Rauber, R. Mayer, S. Pröll, S. Strodl, R Vieira, J. Barateiro / in: "iPRES 2013 - 10th International Conference on Preservation of Digital Objects", Biblioteca Nacional de Portugal, 1, 2013, ISBN: 978-972-565-493-4, 136 - 145
2012
- Facilitating Comprehensive Benchmarking Experiments on the Million Song Dataset / A. Schindler, R. Mayer, A. Rauber / Talk: 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Porto, Portugal; 2012-10-08 - 2012-10-12; in: "Proceedings of the 13th International Society for Music Information Retrieval Conference (ISMIR 2012)", (2012), ISBN: 978-972-752-144-9; 469 - 474
- On the Complexity of Process Preservation: A Case Study on an E-Science Experiment / R. Mayer, S. Strodl, A. Rauber / Poster: 9th International Conference on Preservation of Digital Objects (IPRES 2012), Toronto; 2012-10-01 - 2012-10-05; in: "Proceedings of the 9th International Conference on Preservation of Digital Objects (IPRES 2012)", (2012), ISBN: 978-0-9917997-0-1; 1 - 2
- On the Applicability of Workflow Management Systems for the Preservation of Business Processes / R. Mayer, S. Pröll, A. Rauber / Talk: 9th International Conference on Preservation of Digital Objects (IPRES 2012), Toronto; 2012-10-01 - 2012-10-05; in: "Proceedings of the 9th International Conference on Preservation of Digital Objects (IPRES 2012)", (2012), ISBN: 978-0-9917997-0-1; 58 - 65
- Towards a Decision Support Architecture for Digital Preservation of Business Processes / M. Neumann, H. Miri, J. Thomson, G Antunes, R. Mayer, M. Beigl / Talk: 9th International Conference on Preservation of Digital Objects (IPRES 2012), Toronto; 2012-10-01 - 2012-10-05; in: "Proceedings of the 9th International Conference on Preservation of Digital Objects (IPRES 2012)", (2012), ISBN: 978-0-9917997-0-1; 74 - 81
- Preserving Scientific Processes from Design to Publication / R. Mayer, A. Rauber, M. Neumann, J. Thomson, G Antunes / Talk: 16th International Conference on Theory and Practice of Digital Libraries (TPDL 2012), Paphos, Zypern; 2012-09-23 - 2012-09-29; in: "Proceedings of the 16th International Conference on Theory and Practice of Digital Libraries (TPDL 2012)", Springer, Heidelberg, Lecture Notes in Computer Science Vol. 7489 (2012), ISBN: 978-3-642-33289-0; 113 - 124
2011
- Towards Time-resilient MIR Processes / R. Mayer, A. Rauber / Talk: 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Miami; 2011-10-24 - 2011-10-28; in: "Proceedings of the 13th International Society for Music Information Retrieval Conference (ISMIR 2012)", University of Miami, (2011), ISBN: 978-0-615-54865-4; 337 - 342
- Musical Genre Classification by Ensembles of Audio and Lyrics Features / R. Mayer, A. Rauber / Talk: 12th International Society for Music Information Retrieval Conference (ISMIR 2012), Miami; 2011-10-24 - 2011-10-28; in: "Proceedings of the 12th International Society for Music Information Retrieval Conference (ISMIR 2012)", University of Miami, (2011), ISBN: 978-0-615-54865-4; 675 - 680
- Analysing the Similarity of Album Art with Self-Organsing Maps / R. Mayer / Talk: 8th Workshop on Self-Organizing Maps (WSOM'11), Helsinki; 2011-06-13 - 2011-06-15; in: "Proceedings of the 8th Workshop on Self-Organizing Maps (WSOM'11)", Springer Berlin Heidelberg, LNCS 6731 (2011), ISBN: 9783642215650; 357 - 366
- On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps / R. Mayer, A. Rauber / Talk: 8th Workshop on Self-Organizing Maps (WSOM'11), Helsinki; 2011-06-13 - 2011-06-15; in: "Proceedings of the 8th Workshop on Self-Organizing Maps (WSOM'11)", Springer Berlin Heidelberg, LNCS 6731 (2011), ISBN: 9783642215650; 238 - 246
- Combination of Feature Selection Methods for Text Categorisation / R. Neumayer, R. Mayer, K. Nørvåg / Talk: 33nd European Conference on Information Retrieval (ECIR´11), Milton Keynes, UK; 2011-04-19 - 2011-04-21; in: "Proceedings of 33nd European Conference on Information Retrieval (ECIR´10)", Springer, 6611 (2011), ISBN: 978-3642201608; 763 - 766
2010
- Feature selection in a cartesian ensemble of feature subspace classifiers for music categorisation / R. Mayer, A. Rauber, P.J. Ponce de Leon, C. Pérez-Sancho, J. Iñesta / Talk: ACM Multimedia 2010 - Workshop on Machine Learning and Music, Florence, Italy; 2010-10-25; in: "Proceedings of International workshop on Machine learning and music (MML '10)", ACM, (2010), ISBN: 978-1-4503-0161-9; 53 - 56
- Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees. / R. Mayer, A. Rauber / Talk: International Conference on Artificial Neural Networks (ICANN '10), Thessaloniki, Greece; 2010-09-15 - 2010-09-18; in: "Proceedings of the International Conference on Artificial Neural Networks (ICANN '10)", Springer-Verlag Berlin, Heidelberg (2010), ISBN: 3-642-15821-8; 426 - 431
- A cartesian ensemble of feature subspace classifiers for music categorization / T. Lidy, R. Mayer, A. Rauber, P.J. Ponce de Leon, A. Pertusa, J. Iñesta / Talk: International Conference on Music Information Retrieval (ISMIR), Utrecht, The Netherlands; 2010-08-09 - 2010-08-14; in: "Proceedings of the International Society for Music Information Retrieval Conference (ISMIR 2010)", (2010), 279 - 284
- Building Ensembles of Audio and Lyrics Features to Improve Musical Genre Classification / R. Mayer, A. Rauber / Talk: International Conference on Distributed Framework & Applications (DFmA '10), Yogyakarta; 2010-08-02 - 2010-08-03; in: "Proceedings of the International Conference on Distributed Framework & Applications (DFmA '10)", (2010), ISBN: 978-602-9747-9-0-4; 165 - 170
- Multimodal Aspects of Music Retrieval: Audio, Song Lyrics - and Beyond? / R. Mayer, A. Rauber / in: "Advances in Music Information Retrieval", Springer-Verlag, Berlin Heidelberg, 2010, ISBN: 978-3-642-11673-5, 333 - 363
2009
- Analytic Comparison of Audio Feature Sets using Self-Organising Maps / R. Mayer, J. Frank, A. Rauber / Talk: WEMIS 2009 - Workshop on Exploring Musical Information Spaces, Korfu; 2009-10-01 - 2009-10-02; in: "WEMIS 2009 - Workshop on Exploring Musical Information Spaces", University of Alicante, Alicante, Spain (2009), ISBN: 978-84-692-6082-1; 62 - 67
- Multi-modal Analysis of Music: A large-scale Evaluation / R. Mayer, R. Neumayer / Talk: WEMIS 2009 - Workshop on Exploring Musical Information Spaces, Korfu; 2009-10-01 - 2009-10-02; in: "WEMIS 2009 - Workshop on Exploring Musical Information Spaces", N. Orio, A. Rauber, D. Rizo (ed.); University of Alicante, Alicante, Spain (2009), ISBN: 978-84-692-6082-1; 30 - 35
- Data Recovery from Distributed Personal Repositories / R. Mayer, R. Neumayer, A. Rauber / Talk: 13th European Conference on Digital Libraries (ECDL 2009), Corfu, Greece; 2009-09-27 - 2009-10-02; in: "Proceedings of the 13th European Conference on Digital Libraries (ECDL 2009)", M. Agosti, J. Borbinha, S. Kapidakis, C. Papatheodorou, G. Tsakonas (ed.); Springer, LNCS 5714, Berlin Heidelberg (2009), 455 - 458
- Makumba: the Role of Technology for the Sustainability of Amateur Programming Practice and Community. / C. Bogdan, R. Mayer / Talk: 4t International Conference on Communities and Technologies (C&T 2009), University College, Pennsylvania, USA; 2009-06-25 - 2009-06-27; in: "Proceedings of the 4th International Conference on Communities and Technologies (C&T 2009)", ACM New York, NY, USA, Proceedings of the fourth International Conference on Communities and Technologies, University Park, PA, USA (2009), ISBN: 978-1-60558-713-4; 205 - 214
- Establishing Context of Digital Objects' Creation, Content and Usage / R. Mayer, A. Rauber / Talk: First International Workshop on Innovation in Digital Preservation, Austin, TX, USA; 2009-06-19; in: "Proceedings of the First International Workshop on Innovation in Digital Preservation", (2009), Paper ID 1, 10 pages
- Analytic Comparison of Self-Organising Maps / R. Mayer, D. Baum, R. Neumayer, A. Rauber / Talk: 7th International Workshop on Self-Organizing Maps (WSOM 2009), St. Augustine, Florida, USA; 2009-06-08 - 2009-06-10; in: "Proceedings of the 7th Workshop On Self-Organizing Maps St. Augustine, FL, USA (WSOM 2007)", J. Principe, R. Miikkulainen (ed.); Springer, Lecture Notes in Computer Science (2009), ISSN: 0302-9743; 182 - 190
- Interacting with (Semi-) Automatically Extracted Context of Digital Objects / R. Mayer, R. Neumayer, A. Rauber / Talk: 1st Workshop on Context, Information and Ontologies (CIAO 2009), Heraklion, Greece; 2009-06-01; in: "Proceedings of the Workshop on Context, Information And Ontologies (CIAO 2009)", ACM, New York, NY, USA (2009), ISBN: 978-1-60558-528-4; Paper ID 5, 9 pages
2008
- Combination of Audio and Lyrics Features for Genre Classification in Digital Audio Collections / R. Mayer, R. Neumayer, A. Rauber / Talk: ACM Multimedia, Vancouver, Canada; 2008-10-27 - 2008-10-31; in: "Proceedings of the ACM Multimedia 2008", ACM New York, NY, USA, (2008), ISBN: 978-1-60558-303-7; 159 - 168
- Rhyme and Style Features for Musical Genre Classification by Song Lyrics / R. Mayer, R. Neumayer, A. Rauber / Talk: International Conference on Music Information Retrieval (ISMIR), Philadeliphia, USA; 2008-09-14 - 2008-09-18; in: "Proceedings of the 9th International Conference on Music Information Retrieval", (2008), 337 - 342
- Unsupervised Learning and Clustering / D. Greene, P. Cunningham, R. Mayer / in: "Machine Learning Techniques for Multimedia", M. Cord, P. Cunningham (ed.); issued by: Springer Berlin Heidelberg; Springer, Berlin Heidelberg, 2008, ISBN: 978-3-540-75170-0, 51 - 90
- Map-based Interfaces for Information Management in Large Text Collections / R. Mayer, A. Roiger, A. Rauber / Journal of Digital Information Management, 6 (2008), 4; 294 - 302
- Automating the Management of Scientif Conferences using Information Mining Techniques / A. Pesenhofer, R. Mayer, A. Rauber / Journal of Digital Information Management, 6 (2008), 1; 3 - 11
2007
- Supporting Information Management in Digital Libraries with Map-based Interfaces / R. Mayer, A. Roiger, A. Rauber / Talk: Proceedings IEEE International Conference on Digital information Management, Lyon, Frankreich; 2007-10-28 - 2007-10-31; in: "Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM 2007)", Y. Badr, R. Chbeir, P. Pichappan (ed.); IEEE, 07EX1879C (2007), ISBN: 1-4244-1476-8; 55 - 60
- Supporting Information Management in Digital Libraries with Map-based Interfaces / R. Mayer, A. Roiger, A. Rauber / Poster: ECDL 2007, Budapest, Ungarn; 2007-09-16 - 2007-09-21; in: "Research and Advanced Technology for Digital Libraries (ECDL 2007)", Springer LNCS, LNCS 4675 (2007), ISBN: 978-3-540-74850-2; 475 - 480
- Visualising Class Distribution on Self-Organising Maps / R. Mayer, A. Taha Abdel, A. Rauber / Talk: ICANN, Porto, Portugal; 2007-09-09 - 2007-09-13; in: "Artificial Neural Networks - Proceedings of the ICANN 2007", J. Marques de Sá, L. Alexandre, W. Duch, D. Mandic (ed.); Springer LNCS, LNCS 4669 (2007), ISBN: 978-3-540-74693-5; 359 - 368
- Sky-Metaphor Visualisation for Self-Organising Maps / K. Latif, R. Mayer / Talk: International Conference on Knowledge Management (I-Know '07), Graz; 2007-09-05 - 2007-09-07; in: "Journal of Universal Computer Science (Proceedings of 7th International Conference on Knowledge Management)", (2007), ISSN: 0948-695x; 400 - 407
- Component selection for the metro visualisation of the SOM / R. Neumayer, R. Mayer, A. Rauber / Talk: International Workshop on Self-Organizing Maps (WSOM'07), Bielefeld, Deutschland; 2007-09-03 - 2007-09-06; in: "Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM'07)", (2007), ISBN: 978-3-00-022473-7; 6 pages
- The metro visualisation of component planes for self-organising maps / R. Neumayer, R. Mayer, G. Pölzlbauer, A. Rauber / Talk: IEEE International Joint Conference on Neural Networks (IJCNN), Orlando, Florida, USA; 2007-08-12 - 2007-08-17; in: "Proceedings of the 20th International Joint Conference on Neural Networks (IJCNN'07)", (2007), ISBN: 1-4244-1380-x; 6 pages
2006
- Improving Scientific Conferences by enhancing Conference Management Systems with Information Mining Capabilities / A. Pesenhofer, R. Mayer, A. Rauber / Talk: Proceedings IEEE International Conference on Digital information Management, Bangalore, India; 2006-12-06 - 2006-12-08; in: "Proceedings IEEE International Conference on Digital Information Management (ICDIM 2006)", P. Pichappan et al. (ed.); IEEE, 06EX1549 (2006), ISBN: 1-4244-0682-x; 359 - 366
- Adding SOMLib capabilities to the Greenstone Digital Library System / R. Mayer, A. Rauber / Poster: International Conference on Asian Digital Libraries (ICADL), Kyoto, Japan; 2006-11-27 - 2006-11-30; in: "Proceedings of the 9th International Conference on Asian Digital Libraries", Lecture Notes in Computer Science 4312 - Proceedings of ICADL 2006, LNCS 4312 (2006), ISBN: 978-3-540-49375-4; 486 - 489
- The Map of Mozart / R. Mayer, T. Lidy, A. Rauber / Poster: International Conference on Music Information Retrieval (ISMIR), Victoria, Kanada; 2006-10-08 - 2006-10-12; in: "Proceedings of the 7th International Conference on Music Information Retrieval", (2006), ISBN: 978-1-55058-349-6; 351 - 352
- Map of Mozart / R. Mayer, T. Lidy, A. Rauber / OCG Journal, 2/2006 (2006), 2; 12 - 13
2005
- Detecting and Exploring Semantic Concepts in Unstructured Data / A. Rauber, M. Dittenbach, H. Berger, A. Pesenhofer, G. Pölzlbauer, N. Sokolovska, R. Mayer, T. Lidy, R. Neumayer / Talk: SEMANTICS 2005, Vienna, Austria (invited); 2005-11-23 - 2005-11-25; in: "Proceedings of the International Symposium on Semantic Systems in the Knowledge Society - Challenges & Opportunities", OCG, (2005)
- Mnemonic SOMs: Recognizable Shapes for Self-Organizing Maps / R. Mayer, D. Merkl, A. Rauber / Poster: Workshop on Self-Organizing Maps (WSOM'05), Paris, France; 2005-09-05 - 2005-09-08; in: "Proceedings of the 5th Workshop On Self-Organizing Maps Paris (WSOM 2005)", WSOM, Paris, France (2005), 131 - 138
2004
- Recognisable Shapes for Self-Organizing Maps / R. Mayer / Talk: Workshop on Data Analysis, Sliezsky dom, Vysoke Tatry, Slovakia; 2004-06-24 - 2004-06-27; in: "WDA 2004", Elfa Academic Press, (2004), ISBN: 80-89066-87-9; 83 - 96
Supervisions
- Collaborative Music Consumption through Mobile Devices / Master Thesis by J. Frank / Supervisor: A. Rauber, R. Mayer; Institut für Softwaretechnik und Interaktive Systeme, 2010; final examination: 2010-03-23