Publications by Rudolf Mayer

2019

[HEM19]
Markus Hittmeir, Andreas Ekelhart, and Rudolf Mayer. On the utility of synthetic data: An empirical evaluation on machine learning tasks. In 14th International Conference on Availability, Reliability and Security (ARES 2019), Canterbury, United Kingdom, August 26--29 2019. [ bib | DOI | www: ]
[REM19]
Huma Rehman, Andreas Ekelhart, and Rudolf Mayer. Backdoor attacks in neural networks -- a systematic evaluation on multiple traffic sign datasets. In Machine Learning and Knowledge Extraction: International Cross-Domain Conference (CD-MAKE 2019), Canterbury, United Kingdom, August 26--29 2019. [ bib | .pdf ]
[vM19]
Tanja Šarčević and Rudolf Mayer. A comparison of fingerprinting schemes and an evaluation of utility effect. In Machine Learning and Knowledge Extraction: International Cross-Domain Conference (CD-MAKE 2019), Canterbury, United Kingdom, August 26--29 2019. [ bib | .pdf ]
[RME19]
Huma Rehman, Rudolf Mayer, and Andreas Ekelhart. Adversarial Machine Learning. Journal of the Austrian Computer Society (OCG), 44(1):24--25, June 2019. [ bib | .pdf | .pdf ]

2017

[PEM+17]
Niki Popper, Florian Endel, Rudolf Mayer, Martin Bicher, and Barbara Glock. Planning future health: Developing big data and system modelling pipelines for health system research. Simulation Notes Europe, 27(4):203--208, 2017. [ bib | DOI | http | .pdf ]

2016

[TKMW16]
Fuensanta Torres Garcia, Katharina Krombholz, Rudolf Mayer, and Edgar R. Weippl. Hand dynamics for behavioral user authentication. In 5th International Workshop on Security of Mobile Applications (IWSMA 2016), Canterbury, United Kingdom, September 2 2016. [ bib | DOI | www: | .pdf ]

2015

[RMMP15]
Andreas Rauber, Tomasz Miksa, Rudolf Mayer, and Stefan Proell. Repeatability and Re-Usability in Scientific Processes: Process Context, Data Identification and Verification. In Proceedings of the 17th International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID), Obninsk, Russia, October 2015. [ bib ]
[MR15]
Rudolf Mayer and Andreas Rauber. A quantitative study on the re-executability of publicly shared scientific workflows. In Proceedings of the 11th International Conference on e-Science, pages 312--321, Munich, Germany, August 31 -- September 04 2015. IEEE Computer Society. to appear. [ bib | DOI | www: | .pdf ]
[SP15]
Andreas Rauber Stefan Proell, Rudolf Mayer. Data access and reproducibility in privacy sensitive escience domains. In 11th IEEE International Conference on eScience, Munich, Germany, August 31 -- September 04 2015. [ bib | DOI | www: | .pdf ]
[MAC+15]
Rudolf Mayer, Gonçalo Antunes, Artur Caetano, Marzieh Bakhshandeh, Andreas Rauber, and José Borbinha. Using ontologies to capture the semantics of a (business) process for digital preservation. International Journal of Digital Libraries (IJDL), 15:129--152, April 2015. [ bib | DOI | http | .pdf ]
[PMR15]
Stefan Proell, Rudolf Mayer, and Andreas Rauber. Reproducible database queries in privacy sensitive applications. In 8th Vienna International Conference on Mathematical Modelling (MATHMOD2015), Vienna, Austria, February 2015. [ bib | http | .pdf ]
[BMM+15]
Pascal Bouvry, Rudolf Mayer, Jakub Muszyński, Dana Petcu, Andreas Rauber, Gianluca Tempesti, Tuan Trinh, and Sébastien Varrette. Resilience within ultrascale computing system: Challenges and opportunities from nesus project. Supercomputing Frontiers and Innovations, 2(2), 2015. [ bib | DOI | http | .pdf ]
[MMR15b]
Tomasz Miksa, Rudolf Mayer, and Andreas Rauber. Raising resilience of web service dependent repository systems. International Journal of Web Information Systems, 11(3), 2015. [ bib | DOI | http | .pdf ]
[MMR15a]
Tomasz Miksa, Rudolf Mayer, and Andreas Rauber. Ensuring sustainability of web services dependent processes. International Journal of Computational Science and Engineering (IJCSE), 10(1/2):70--81, 2015. [ bib | DOI | www: | .pdf ]

2014

[MMUR14]
Tomasz Miksa, Rudolf Mayer, Marco Unterberger, and Andreas Rauber. Resilient web services for timeless business processes. In Proceedings of the 16th International Conference on Information Integration and Web-based Applications & Services (iiWAS2014), pages 243--252, Hanoi, Vietnam, December 4--6 2014. [ bib | DOI | .pdf ]
[MMR14]
Rudolf Mayer, Tomasz Miksa, and Andreas Rauber. Ontologies for describing the context of scientific experiment processes. In Proceedings of the 10th International Conference on e-Science, Guarujá, SP, Brazil, October 20--24 2014. [ bib | DOI | www: | .pdf ]
[MSR14]
Rudolf Mayer, Johannes Binder Stephan Strodl, and Andreas Rauber. Automatic discovery of preservation alternatives supported by community maintained knowledge bases. In Proceedings of the 11th International Conference on Digital Preservation (iPres 2014), pages 65--74, Melbourne, Australia, October 6--10 2014. [ bib | www: | http | .pdf ]
[MMS+14]
Tomasz Miksa, Rudolf Mayer, Stephan Strodl, Andreas Rauber, Ricardo Vieira, and Goncalo Antunes. Risk driven selection of preservation activities for increasing sustainability of open source systems and workflows. In Proceedings of the 11th International Conference on Digital Preservation (iPres 2014), Melbourne, Australia, October 6--10 2014. [ bib | www: | .pdf ]
[ABM+14]
Gonçalo Antunes, Marzieh Bakhshandeh, Rudolf Mayer, José Borbinha, and Artur Caetano. Using Ontologies for Enterprise Architecture Integration and Analysis. Complex Systems Informatics and Modeling Quarterly, 2014(1):1--23, April 2014. [ bib | DOI | .pdf ]
[PPH+14]
Kevin R. Page, Raúl Palma, Piotr Holubowicz, Graham Klyne, Stian Soiland-Reyes, Daniel Garijo, Khalid Belhajjame, and Rudolf Mayer. Research objects for audio processing:capturing semantics for reproducibility. In Proceedings of the 53rd AES International Conference on Semantic Audio (AES 2014), volume 53, London, January 27--29 2014. AES Audio Engineering Society. [ bib | www: | http | .pdf ]

2013

[MGR13]
Rudolf Mayer, Mark Guttenbrunner, and Andreas Rauber. Evaluation of preserved scientific processes. In Proceedings of the 17th International Conference on Theory and Practice of Digital Libraries (TPDL 2013), volume 8092 of Lecture Notes in Computer Science, pages 434--437, Malta, September 22--26 2013. Springer. [ bib | DOI | www: | http | .pdf ]
[MPR+13]
Rudolf Mayer, Stefan Pröll, Andreas Rauber, Raúl Palma, and Daniel Garijo. Tutorial 'From Preserving Data to Preserving Research: Curation of Process and Context'. In Proceedings of the 17th International Conference on Theory and Practice of Digital Libraries (TPDL 2013), volume 8092 of Lecture Notes in Computer Science, pages 490--491, Malta, September 22--26 2013. Springer. [ bib | DOI | www: | http | .pdf ]
[BAM+13]
Marzieh Bakhshandeh, Gonçalo Antunes, Rudolf Mayer, José Borbinha, and Artur Caetano. A modular ontology for the enterprise architecture domain. In Proceedings of the 8th International Workshop on Vocabularies, Ontologies and Rules for the Enterprise and Beyond (VORTE 2013), in conjunction with the 17th IEEE International EDOC Conference (EDOC 2013), Vancouver, British Columbia, Canada, September 9-13 2013. [ bib | DOI | www: | www: | .pdf ]
[ABM+13]
Gonçalo Antunes, Marzieh Bakhshandeh, Rudolf Mayer, José Borbinha, and Artur Caetano. Using ontologies for enterprise architecture analysis. In Proceedings of the 8th Trends in Enterprise Architecture Research Workshop (TEAR 2013), in conjunction with the 17th IEEE International EDOC Conference (EDOC 2013), Vancouver, British Columbia, Canada, September 9-13 2013. [ bib | DOI | www: | www: | .pdf ]
[MPM+13]
Tomasz Miksa, Stefan Pröll, Rudolf Mayer, Stephan Strodl, Ricardo Vieira, José Barateiro, and Andreas Rauber. Framework for verification of preserved and redeployed processes. In Proceedings of the 10th International Conference on Preservation of Digital Objects (IPRES2013), Lisbon, Portugal, September 2--6 2013. [ bib ]
[SMA+13]
Stephan Strodl, Rudolf Mayer, Goncalo Antunes, Daniel Draws, and Andreas Rauber. Digital preservation of a process and its application to e-science experiments. In Proceedings of the 10th International Conference on Preservation of Digital Objects (IPRES2013), pages 117--125, Lisbon, Portugal, September 2013. [ bib | .pdf ]
[ACB+13]
Gonçalo Antunes, Artur Caetano, Marzieh Bakhshandeh, Rudolf Mayer, and José Borbinha. Using ontologies to integrate multiple enterprise architecture domains. In Proceedings of the 4th Workshop on Business and IT Alignment (BITA 2013), pages 61--72, Poznan, Poland, June 19 2013. [ bib | DOI | www: | http | .pdf ]

2012

[MR12]
Rudolf Mayer and Andreas Rauber. Towards Time-resilient MIR Processes. In Proceedings of the 13th International Society for Music Information Retrieval Conference (ISMIR 2012), pages 337--342, Porto, Portugal, October 8-12 2012. [ bib | DOI | www: | http | .pdf ]
[SMR12]
Alexander Schindler, Rudolf Mayer, and Andreas Rauber. Facilitating comprehensive benchmarking experiments on the million song dataset. In Proceedings of the 13th International Society for Music Information Retrieval Conference (ISMIR 2012), pages 469--474, Porto, Portugal, October 8-12 2012. [ bib | www: | .pdf ]
[NMT+12]
Martin Alexander Neumann, Hossein Miri, John Thomson, Gonçalo Antunes, Rudolf Mayer, and Michael Beigl. Towards a decision support architecture for digital preservation of business processes. In Proceedings of the 9th International Conference on Digital Preservation (iPres 2012), pages 74--81, Toronto, Canada, October 1-5 2012. [ bib | www: | .pdf ]
[MPR12]
Rudolf Mayer, Stefan Pröll, and Andreas Rauber. On the applicability of workflow management systems for the preservation of business processes. In Proceedings of the 9th International Conference on Digital Preservation (iPres 2012), pages 58--65, Toronto, Canada, October 1-5 2012. [ bib | www: | .pdf ]
[MSR12]
Rudolf Mayer, Stephan Strodl, and Andreas Rauber. On the complexity of process preservation: A case study on an e-science experiment. In Proceedings of the 9th International Conference on Digital Preservation (iPres 2012), Toronto, Canada, October 1-5 2012. [ bib | www: | .pdf ]
[MRN+12]
Rudolf Mayer, Andreas Rauber, Martin Alexander Neumann, John Thomson, and Gonçalo Antunes. Preserving scientific processes from design to publication. In Panayiotis Zaphiris, George Buchanan, Edie Rasmussen, and Fernando Loizides, editors, Proceedings of the 16th International Conference on Theory and Practice of Digital Libraries (TPDL 2012), volume 7489 of Lecture Notes in Computer Science, pages 113--124, Cyprus, September 23--29 2012. Springer. [ bib | DOI | www: ]

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, Miami Beach, FL, USA, October 24--28 2011. [ bib | DOI | www: | http | .pdf ]
[May11]
Rudolf Mayer. Analysing the Similarity of Album Art with Self-Organsing 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 357--366. Springer Berlin / Heidelberg, June 13--15 2011. [ bib | DOI ]
[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 | DOI | www: | www: | .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 | www: | .pdf ]
[MR10c]
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 | www: | .pdf ]
[MR10a]
Rudolf Mayer and Andreas Rauber. Building ensembles of audio and lyrics features to improve musical genre classification. In 2010 International Conference on Distributed Frameworks for Multimedia Applications, Yogyakarta, Indonesia, August 2--3 2010. [ bib | www: ]
[MR10b]
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 | www: | 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 | www: | .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 | www: | .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 | www: | .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 | DOI | www: | www: | .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 | DOI | www: | http | .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 | www: | .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 | www: | .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 | DOI | http | .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 | www: ]
[May04b]
Rudolf Mayer. Text mining with adaptive neural networks. Master's thesis, Vienna University of Technology, 2004. [ bib ]