Rudolf Mayer

Univ.Lektor Mag.rer.soc.oec. Dipl.-Ing.

Roles

External Lecturer
Logic and Computation, E192
External Lecturer
Information Systems Engineering, E194

Contact

rudolf.mayer@tuwien.ac.at
vCard from TISS

Courses

2022W

Machine Learning / 184.702 / VU
Self-Organizing Systems / 188.413 / VU

2023S

Machine Learning / 184.702 / VU
Security, Privacy and Explainability in Machine Learning / 194.055 / VU

Projects

Skalierbare Langzeitarchivierungsumgebungen
2011 – 2014 / European Commission / Publications: 170924, 175609, 30678, 57446, 57628, 57631, 57633, 57634, 57635, 57637
Research Studio Digital Memory Engineering
2009 – 2012 / Austrian Research Promotion Agency (FFG)
PLANETS: Permanent Long-Term Access through Networked Services
2006 – 2011 / European Commission / Publications: 55550, 55551, 55566, 55758, 56180, 56297, 56400, 56434, 56435, 56623, 56625
FODOK: Austrian Research Documentation
2006 – 2009 / JOHANNES KEPLER UNIVERSITÄT LINZ
Muscle
2004 – 2009 / European Commission / Publications: 54712, 54713, 54715, 54716, 54717
Delos
2004 – 2007 / European Commission / Publication: 55550

Publications

Note: Due to the rollout of TU Wien’s new publication database, the list below may be slightly outdated. Once the migration is complete, everything will be up to date again.

2021

Semantic-enabled Architecture for Auditable Privacy-Preserving Data Analysis / Ekaputra, F. J., Ekelhart, A., Mayer, R., Miksa, T., Šarčević, T., Tsepelakis, S., & Waltersdorfer, L. (2021). Semantic-enabled Architecture for Auditable Privacy-Preserving Data Analysis. Semantic Web: Interoperability, Usability, Applicability, 1–34. https://doi.org/10.3233/sw-212883
Training Effective Neural Networks on Structured Data with Federated Learning / Pustozerova, A., Rauber, A., & Mayer, R. (2021). Training Effective Neural Networks on Structured Data with Federated Learning. In Advanced Information Networking and Applications (pp. 394–406). https://doi.org/10.1007/978-3-030-75075-6_32

2013

Framework for verification of preserved and redeployed processes / Miksa, T., Rauber, A., Mayer, R., Pröll, S., Strodl, S., Vieira, R., & Barateiro, J. (2013). Framework for verification of preserved and redeployed processes. In iPRES 2013 - 10th International Conference on Preservation of Digital Objects (pp. 136–145). Biblioteca Nacional de Portugal. http://hdl.handle.net/20.500.12708/54995

2012

On the Complexity of Process Preservation: A Case Study on an E-Science Experiment / Mayer, R., Strodl, S., & Rauber, A. (2012). On the Complexity of Process Preservation: A Case Study on an E-Science Experiment. In Proceedings of the 9th International Conference on Preservation of Digital Objects (IPRES 2012) (pp. 1–2). http://hdl.handle.net/20.500.12708/54561
Preserving Scientific Processes from Design to Publication / Mayer, R., Rauber, A., Neumann, M. A., Thomson, J., & Antunes, G. (2012). Preserving Scientific Processes from Design to Publication. In Proceedings of the 16th International Conference on Theory and Practice of Digital Libraries (TPDL 2012) (pp. 113–124). Springer, Heidelberg. http://hdl.handle.net/20.500.12708/54562
On the Applicability of Workflow Management Systems for the Preservation of Business Processes / Mayer, R., Pröll, S., & Rauber, A. (2012). On the Applicability of Workflow Management Systems for the Preservation of Business Processes. In Proceedings of the 9th International Conference on Preservation of Digital Objects (IPRES 2012) (pp. 58–65). http://hdl.handle.net/20.500.12708/54560
Towards a Decision Support Architecture for Digital Preservation of Business Processes / Neumann, M. A., Miri, H., Thomson, J., Antunes, G., Mayer, R., & Beigl, M. (2012). Towards a Decision Support Architecture for Digital Preservation of Business Processes. In Proceedings of the 9th International Conference on Preservation of Digital Objects (IPRES 2012) (pp. 74–81). http://hdl.handle.net/20.500.12708/54559
Facilitating Comprehensive Benchmarking Experiments on the Million Song Dataset / Schindler, A., Mayer, R., & Rauber, A. (2012). Facilitating Comprehensive Benchmarking Experiments on the Million Song Dataset. In Proceedings of the 13th International Society for Music Information Retrieval Conference (ISMIR 2012) (pp. 469–474). http://hdl.handle.net/20.500.12708/54558

2011

On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps / Mayer, R., & Rauber, A. (2011). On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps. In J. Laaksonen & T. Honkela (Eds.), Advances in Self-Organizing Maps (pp. 238–246). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-21566-7_24
Musical Genre Classification by Ensembles of Audio and Lyrics Features / Mayer, R., & Rauber, A. (2011). Musical Genre Classification by Ensembles of Audio and Lyrics Features. In Proceedings of the 12th International Society for Music Information Retrieval Conference (ISMIR 2012) (pp. 675–680). University of Miami. http://hdl.handle.net/20.500.12708/54057
Combination of Feature Selection Methods for Text Categorisation / Neumayer, R., Mayer, R., & Nørvåg, K. (2011). Combination of Feature Selection Methods for Text Categorisation. In Proceedings of 33nd European Conference on Information Retrieval (ECIR´10) (pp. 763–766). Springer. http://hdl.handle.net/20.500.12708/54053
Towards Time-resilient MIR Processes / Mayer, R., & Rauber, A. (2011). Towards Time-resilient MIR Processes. In Proceedings of the 13th International Society for Music Information Retrieval Conference (ISMIR 2012) (pp. 337–342). University of Miami. http://hdl.handle.net/20.500.12708/54557
Analysing the Similarity of Album Art with Self-Organsing Maps / Mayer, R. (2011). Analysing the Similarity of Album Art with Self-Organsing Maps. In Proceedings of the 8th Workshop on Self-Organizing Maps (WSOM’11) (pp. 357–366). Springer Berlin Heidelberg. http://hdl.handle.net/20.500.12708/54059

2010

Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees. / Mayer, R., & Rauber, A. (2010). Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees. In Proceedings of the International Conference on Artificial Neural Networks (ICANN ’10) (pp. 426–431). Springer-Verlag Berlin. http://hdl.handle.net/20.500.12708/53406
Feature selection in a cartesian ensemble of feature subspace classifiers for music categorisation / Mayer, R., Rauber, A., Ponce de León, P. J., Pérez-Sancho, C., & Iñesta, J. M. (2010). Feature selection in a cartesian ensemble of feature subspace classifiers for music categorisation. In Proceedings of 3rd international workshop on Machine learning and music - MML ’10. ACM Multimedia 2010 - Workshop on Machine Learning and Music, Florence, Italy, EU. ACM. https://doi.org/10.1145/1878003.1878021
Building Ensembles of Audio and Lyrics Features to Improve Musical Genre Classification / Mayer, R., & Rauber, A. (2010). Building Ensembles of Audio and Lyrics Features to Improve Musical Genre Classification. In Proceedings of the International Conference on Distributed Framework & Applications (DFmA ’10) (pp. 165–170). http://hdl.handle.net/20.500.12708/53403
A cartesian ensemble of feature subspace classifiers for music categorization / Lidy, T., Mayer, R., Rauber, A., Ponce de Leon, P. J., Pertusa, A., & Iñesta, J. M. (2010). A cartesian ensemble of feature subspace classifiers for music categorization. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR 2010) (pp. 279–284). http://hdl.handle.net/20.500.12708/53153
Multimodal Aspects of Music Retrieval: Audio, Song Lyrics - and Beyond? / Mayer, R., & Rauber, A. (2010). Multimodal Aspects of Music Retrieval: Audio, Song Lyrics - and Beyond? In Advances in Music Information Retrieval (pp. 333–363). Springer-Verlag. http://hdl.handle.net/20.500.12708/26744

2009

Makumba: the role of the technology for the sustainability of amateur programming practice and community / Bogdan, C., & Mayer, R. (2009). Makumba: the role of the technology for the sustainability of amateur programming practice and community. In C&T ’09: Proceedings of the fourth international conference on Communities and technologies (pp. 205–214). ACM New York, NY, USA. https://doi.org/10.1145/1556460.1556490
Establishing Context of Digital Objects' Creation, Content and Usage / Mayer, R., & Rauber, A. (2009). Establishing Context of Digital Objects’ Creation, Content and Usage. In Proceedings of the First International Workshop on Innovation in Digital Preservation (p. 10). http://hdl.handle.net/20.500.12708/52770 / Project: PLANETS
Interacting with (semi-) automatically extracted context of digital objects / Mayer, R., Neumayer, R., & Rauber, A. (2009). Interacting with (semi-) automatically extracted context of digital objects. In Proceedings of the 1st Workshop on Context, Information and Ontologies - CIAO ’09. 1st Workshop on Context, Information and Ontologies (CIAO 2009), Heraklion, Greece, EU. ACM. https://doi.org/10.1145/1552262.1552267 / Project: PLANETS
Multi-modal Analysis of Music: A large-scale Evaluation / Mayer, R., & Neumayer, R. (2009). Multi-modal Analysis of Music: A large-scale Evaluation. In N. Orio, A. Rauber, & D. Rizo (Eds.), WEMIS 2009 - Workshop on Exploring Musical Information Spaces (pp. 30–35). University of Alicante. http://hdl.handle.net/20.500.12708/52768
Analytic Comparison of Audio Feature Sets using Self-Organising Maps / Mayer, R., Frank, J., & Rauber, A. (2009). Analytic Comparison of Audio Feature Sets using Self-Organising Maps. In WEMIS 2009 - Workshop on Exploring Musical Information Spaces (pp. 62–67). University of Alicante. http://hdl.handle.net/20.500.12708/52765
Data Recovery from Distributed Personal Repositories / Mayer, R., Neumayer, R., & Rauber, A. (2009). Data Recovery from Distributed Personal Repositories. In M. Agosti, J. Borbinha, S. Kapidakis, C. Papatheodorou, & G. Tsakonas (Eds.), Proceedings of the 13th European Conference on Digital Libraries (ECDL 2009) (pp. 455–458). Springer. http://hdl.handle.net/20.500.12708/52735 / Project: PLANETS
Analytic Comparison of Self-Organising Maps / Mayer, R., Baum, D., Neumayer, R., & Rauber, A. (2009). Analytic Comparison of Self-Organising Maps. In J. C. Principe & R. Miikkulainen (Eds.), Proceedings of the 7th Workshop On Self-Organizing Maps St. Augustine, FL, USA (WSOM 2007) (pp. 182–190). Springer. http://hdl.handle.net/20.500.12708/52677

2008

Map-based Interfaces for Information Management in Large Text Collections / Mayer, R., Roiger, A., & Rauber, A. (2008). Map-based Interfaces for Information Management in Large Text Collections. Journal of Digital Information Management, 6(4), 294–302. http://hdl.handle.net/20.500.12708/170241
Automating the Management of Scientif Conferences using Information Mining Techniques / Pesenhofer, A., Mayer, R., & Rauber, A. (2008). Automating the Management of Scientif Conferences using Information Mining Techniques. Journal of Digital Information Management, 6(1), 3–11. http://hdl.handle.net/20.500.12708/169718
Combination of audio and lyrics features for genre classification in digital audio collections / Mayer, R., Neumayer, R., & Rauber, A. (2008). Combination of audio and lyrics features for genre classification in digital audio collections. In Proceeding of the 16th ACM international conference on Multimedia - MM ’08. ACM Multimedia, Vancouver, Canada, Non-EU. ACM New York, NY, USA. https://doi.org/10.1145/1459359.1459382
Rhyme and Style Features for Musical Genre Classification by Song Lyrics / Mayer, R., Neumayer, R., & Rauber, A. (2008). Rhyme and Style Features for Musical Genre Classification by Song Lyrics. In Proceedings of the 9th International Conference on Music Information Retrieval (pp. 337–342). http://hdl.handle.net/20.500.12708/52254
Unsupervised Learning and Clustering / Greene, D., Cunningham, P., & Mayer, R. (2008). Unsupervised Learning and Clustering. In M. Cord & P. Cunningham (Eds.), Cognitive Technologies. Springer. https://doi.org/10.1007/978-3-540-75171-7

2007

Supporting Information Management in Digital Libraries with Map-based Interfaces / Mayer, R., Roiger, A., & Rauber, A. (2007). Supporting Information Management in Digital Libraries with Map-based Interfaces. In Research and Advanced Technology for Digital Libraries (pp. 475–480). Springer LNCS. https://doi.org/10.1007/978-3-540-74851-9_46
Visualising Class Distribution on Self-Organising Maps / Mayer, R., Taha Abdel, A., & Rauber, A. (2007). Visualising Class Distribution on Self-Organising Maps. In J. Marques de Sá, L. A. Alexandre, W. Duch, & D. P. Mandic (Eds.), Artificial Neural Networks - ICANN 2007 (pp. 359–368). Springer LNCS. https://doi.org/10.1007/978-3-540-74695-9_37
Supporting Information Management in Digital Libraries with Map-based Interfaces / Mayer, R., Roiger, A., & Rauber, A. (2007). Supporting Information Management in Digital Libraries with Map-based Interfaces. In Y. Badr, R. Chbeir, & P. Pichappan (Eds.), Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM 2007) (pp. 55–60). IEEE. http://hdl.handle.net/20.500.12708/51998
Component selection for the metro visualisation of the SOM / Neumayer, R., Mayer, R., & Rauber, A. (2007). Component selection for the metro visualisation of the SOM. In Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM’07) (p. 6). http://hdl.handle.net/20.500.12708/51880
The metro visualisation of component planes for self-organising maps / Neumayer, R., Mayer, R., Pölzlbauer, G., & Rauber, A. (2007). The metro visualisation of component planes for self-organising maps. In Proceedings of the 20th International Joint Conference on Neural Networks (IJCNN’07) (p. 6). http://hdl.handle.net/20.500.12708/51879
Sky-Metaphor Visualisation for Self-Organising Maps / Latif, K., & Mayer, R. (2007). Sky-Metaphor Visualisation for Self-Organising Maps. In Journal of Universal Computer Science (Proceedings of 7th International Conference on Knowledge Management) (pp. 400–407). http://hdl.handle.net/20.500.12708/51855

2006

Improving Scientific Conferences by enhancing Conference Management Systems with Information Mining Capabilities / Pesenhofer, A., Mayer, R., & Rauber, A. (2006). Improving Scientific Conferences by enhancing Conference Management Systems with Information Mining Capabilities. In P. Pichappan (Ed.), Proceedings IEEE International Conference on Digital Information Management (ICDIM 2006) (pp. 359–366). IEEE. http://hdl.handle.net/20.500.12708/51605
Map of Mozart / Mayer, R., Lidy, T., & Rauber, A. (2006). Map of Mozart. OCG Journal, 2/2006(2), 12–13. http://hdl.handle.net/20.500.12708/173440
The Map of Mozart / Mayer, R., Lidy, T., & Rauber, A. (2006). The Map of Mozart. In Proceedings of the 7th International Conference on Music Information Retrieval (pp. 351–352). http://hdl.handle.net/20.500.12708/51375
Adding SOMLib capabilities to the Greenstone Digital Library System / Mayer, R., & Rauber, A. (2006). Adding SOMLib capabilities to the Greenstone Digital Library System. In Proceedings of the 9th International Conference on Asian Digital Libraries (pp. 486–489). Lecture Notes in Computer Science 4312 - Proceedings of ICADL 2006. http://hdl.handle.net/20.500.12708/51673

2005

Mnemonic SOMs: Recognizable Shapes for Self-Organizing Maps / Mayer, R., Merkl, D., & Rauber, A. (2005). Mnemonic SOMs: Recognizable Shapes for Self-Organizing Maps. In Proceedings of the 5th Workshop On Self-Organizing Maps Paris (WSOM 2005) (pp. 131–138). WSOM. http://hdl.handle.net/20.500.12708/51085

Supervisions