imp-publications_Rudolf_Mayer.bib

@inproceedings{lidy10_ismir,
  author = {Thomas Lidy and Rudolf Mayer and Andreas Rauber and Pedro J. Ponce de Le\'{o}n and Antonio Pertusa and Jos\'{e} M. I{\~n}esta},
  title = {A Cartesian Ensemble of Feature Subspace Classifiers for Music Categorization},
  booktitle = {Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010)},
  year = {2010},
  editor = {J. Stephen Downie and Remco C. Veltkamp},
  pages = {279-284},
  address = {Utrecht, The Netherlands},
  month = {August 9-13},
  organization = {International Society for Music Information Retrieval},
  publisher = {International Society for Music Information Retrieval},
  isbn = {978-90-393-53813},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/lid_ismir10.pdf},
  researchfields = {MIR}
}
@inproceedings{sarcevic_adaptive_2022,
  address = {Osaka, Japan},
  title = {Adaptive {Attacks} and {Targeted} {Fingerprinting} of {Relational} {Data}},
  booktitle = {2022 {IEEE} {International} {Conference} on {Big} {Data} ({Big} {Data})},
  publisher = {IEEE Computer Society},
  author = {Tanja {\v S}ar\v{c}evi\'{c} and Rudolf Mayer and Andreas Rauber},
  month = dec,
  year = {2022}
}
@inproceedings{alaman_requena_efficient_2022,
  address = {Osaka, Japan},
  title = {An {Efficient} {Approach} for {Anonymising} the {Structure} of {Heterogeneous} {Graphs}},
  booktitle = {2022 {IEEE} {International} {Conference} on {Big} {Data} ({Big} {Data})},
  publisher = {IEEE Computer Society},
  author = {Guillermo Alam\'{a}n Requena and Rudolf Mayer and Andreas Ekelhart},
  month = dec,
  year = {2022}
}
@inproceedings{hittmeir_efficient_2022,
  address = {Osaka, Japan},
  title = {Efficient {Bayesian} {Network} {Construction} for {Increased} {Privacy} on {Synthetic} {Data}},
  booktitle = {2022 {IEEE} {International} {Conference} on {Big} {Data} ({Big} {Data})},
  publisher = {IEEE Computer Society},
  author = {Markus Hittmeir and Rudolf Mayer and Andreas Ekelhart},
  month = dec,
  year = {2022}
}
@inproceedings{lampert_gaia_2022,
  address = {Innsbruck, Austria},
  title = {{gAia}: predicting landslides based on consolidated inventory data - bridging needs and limitations},
  isbn = {978-3-900397-04-3},
  booktitle = {Disaster {Research} {Days}},
  publisher = {Disaster Competence Network Austria},
  author = {Lampert, Jasmin and Wernhart, Susanna and Avian, Michael and Schl{\"o}gl, Matthias and Seewald, Michaela and Jung, Martin and Ostermann, Marc and Kastner, Ren{\'e} and Rudolf Mayer and Andrea Siposova},
  month = oct,
  year = {2022},
  url = {https://www.dcna.at/files/tao/img/veranstaltungen/drd22/2022-11%20Konferenzband_DRD22.pdf?utm_source=newsletter&utm_medium=email&utm_campaign=2022-11+Sondernewsletter+Podcast+%2B+Konferenzband},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/2022_lampert_gaia.pdf}
}
@inproceedings{llugiqi_empirical_2022,
  address = {Cham},
  title = {An {Empirical} {Analysis} of {Synthetic}-{Data}-based {Anomaly} {Detection}},
  language = {en},
  booktitle = {Machine {Learning} and {Knowledge} {Extraction}},
  publisher = {Springer International Publishing},
  author = {Majlinda Llugiqi and Rudolf Mayer},
  year = {2022},
  month = aug,
  doi = {10.1007/978-3-031-14463-9_20},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/2022_llugiqi_empirical.pdf}
}
@inproceedings{alaman_requena_anonymisation_2022,
  address = {Cham},
  series = {{DEXA}},
  title = {Anonymisation of {Heterogeneous} {Graphs} with {Multiple} {Edge} {Types}},
  doi = {10.1007/978-3-031-12423-5_10},
  language = {en},
  booktitle = {Database and {Expert} {Systems} {Applications}},
  publisher = {Springer International Publishing},
  author = {Guillermo Alam\'{a}n Requena and Rudolf Mayer and Andreas Ekelhart},
  month = aug,
  year = {2022},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/2022_alaman_requena_anonymisation.pdf}
}
@inproceedings{milakovic_comparing_2022,
  address = {Cham},
  series = {{DBSec}},
  title = {Comparing and {Combining} {Defences} against {Data}-{Poisoning}-based {Backdoor} {Attacks} on {Neural} {Networks}},
  booktitle = {Data and {Applications} {Security} and {Privacy} {XXXVI}},
  publisher = {Springer International Publishing},
  author = {Andrea Milakovic and Rudolf Mayer},
  month = jul,
  year = {2022},
  doi = {10.1007/978-3-031-10684-2_3},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/2022_milakovic_comparing.pdf}
}
@inproceedings{hittmeir_utility_2022,
  address = {Cham},
  series = {{DBSec}},
  title = {Utility and {Privacy} {Assessment} of {Synthetic} {Microbiome} {Data}},
  booktitle = {Data and {Applications} {Security} and {Privacy} {XXXVI}},
  publisher = {Springer International Publishing},
  author = {Markus Hittmeir and Rudolf Mayer and Andreas Ekelhart},
  month = jul,
  year = {2022},
  doi = {10.1007/978-3-031-10684-2_2},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/2022_hittmeir_utility.pdf}
}
@inproceedings{hittmeir_distance-based_2022,
  address = {Vienna, Austria},
  series = {{ARES}},
  title = {Distance-based {Techniques} for {Personal} {Microbiome} {Identification}},
  language = {en},
  booktitle = {International {Conference} on {Availability}, {Reliability} and {Security}},
  publisher = {ACM},
  author = {Markus Hittmeir and Rudolf Mayer and Andreas Ekelhart},
  month = aug,
  year = {2022},
  doi = {10.1145/3538969.3538985},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/2022_hittmeir_distance-based.pdf}
}
@article{hubscher_graph-based_2022,
  title = {Graph-based managing and mining of processes and data in the domain of intellectual property},
  issn = {0306-4379},
  doi = {10.1016/j.is.2021.101844},
  language = {en},
  journal = {Information Systems},
  author = {Gerd H{\"u}bscher and Verena Geist and Dagmar Auer and Andreas Ekelhart and Rudolf Mayer and Stefan Nadschl{\"a}ger and Josef K{\"u}ng},
  month = may,
  year = {2022},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/2022_huebscher_graph-based.pdf}
}
@inproceedings{jankovic_empirical_2022,
  address = {Baltimore MD USA},
  title = {An {Empirical} {Evaluation} of {Adversarial} {Examples} {Defences}, {Combinations} and {Robustness} {Scores}},
  _isbn = {978-1-4503-9230-3},
  url = {https://dl.acm.org/doi/10.1145/3510548.3519370},
  doi = {10.1145/3510548.3519370},
  language = {en},
  urldate = {2022-04-27},
  booktitle = {Proceedings of the 2022 {ACM} on {International} {Workshop} on {Security} and {Privacy} {Analytics}},
  publisher = {ACM},
  author = {Aleksandar Jankovic and Rudolf Mayer},
  month = apr,
  year = {2022},
  pages = {86--92},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/2022_iwspa_jankovic_adversarial_examples.pdf}
}
@inproceedings{nuding_data_2022,
  address = {Baltimore MD USA},
  title = {Data {Poisoning} in {Sequential} and {Parallel} {Federated} {Learning}},
  _isbn = {978-1-4503-9230-3},
  url = {https://dl.acm.org/doi/10.1145/3510548.3519372},
  doi = {10.1145/3510548.3519372},
  language = {en},
  booktitle = {Proceedings of the 2022 {ACM} on {International} {Workshop} on {Security} and {Privacy} {Analytics}},
  publisher = {ACM},
  author = {Florian Nuding and Rudolf Mayer},
  month = apr,
  year = {2022},
  pages = {24--34},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/2022_iwspa_nuding_federated_poisoning.pdf}
}
@inproceedings{mayerhofer_poisoning_2022,
  address = {Baltimore, MD, USA},
  title = {Poisoning {Attacks} against {Feature}-{Based} {Image} {Classification}},
  _isbn = {978-1-4503-9220-4},
  url = {https://dl.acm.org/doi/10.1145/3508398.3519363},
  doi = {10.1145/3508398.3519363},
  language = {en},
  urldate = {2022-04-17},
  booktitle = {Proceedings of the {Twelveth} {ACM} {Conference} on {Data} and {Application} {Security} and {Privacy}},
  publisher = {ACM},
  author = {Robin Mayerhofer and Rudolf Mayer},
  month = {April 25--27},
  year = {2022},
  pages = {358--360},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/2022_codaspy_mayerhofer_poisoning_feature_based.pdf}
}
@inproceedings{mayer_macro-level_2022,
  address = {Baltimore, MD, USA},
  title = {Macro-level {Inference} in {Collaborative} {Learning}},
  _isbn = {978-1-4503-9220-4},
  url = {https://dl.acm.org/doi/10.1145/3508398.3519361},
  doi = {10.1145/3508398.3519361},
  language = {en},
  urldate = {2022-04-17},
  booktitle = {Proceedings of the {Twelveth} {ACM} {Conference} on {Data} and {Application} {Security} and {Privacy}},
  publisher = {ACM},
  author = {Rudolf Mayer and Andreas Ekelhart},
  month = {April 25--27},
  year = {2022},
  pages = {373--375},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/2022_codaspy_mayer_macro-level_inference.pdf}
}
@inproceedings{cavallin_anomaly_2022,
  author = {Florencia Cavallin and Rudolf Mayer},
  title = {{Anomaly Detection from Distributed Data Sources via Federated Learning}},
  booktitle = {36th International Conference on Advanced Information Networking and Applications (AINA)},
  year = {2022},
  month = {April 13--15},
  address = {Sydney, Australia},
  publisher = {Springer International Publishing},
  _pages = {394--406},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/AINA22_fedAnomaly.pdf},
  _isbn = {978-3-030-75075-6},
  doi = {10.1007/978-3-030-99587-4_27}
}
@article{Mayer_2022_ercimnews_pp_anomaly_detection,
  author = {Rudolf Mayer},
  title = {Privacy-Preserving Collaborative Anomaly Detection to Fight Cybercrime},
  journal = {{ERCIM} News},
  volume = {2022},
  number = {129},
  pages = {9-10},
  year = {2022},
  month = {April},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/ercim-news-129_privacy-preserving_anomaly_detection.pdf},
  url = {https://ercim-news.ercim.eu/en129/special/privacy-preserving-collaborative-anomaly-detection-to-fight-cybercrime}
}
@article{ekaputra_semantic-enabled_2022,
  title = {Semantic-enabled architecture for auditable privacy-preserving data analysis},
  issn = {22104968, 15700844},
  doi = {10.3233/SW-212883},
  urldate = {2022-02-10},
  journal = {Semantic Web},
  author = {Fajar J. Ekaputra and Andreas Ekelhart and Rudolf Mayer and Tomasz Miksa and Tanja {\v S}ar\v{c}evi\'{c} and Sotirios Tsepelakis and Laura Waltersdorfer},
  month = jan,
  year = {2022},
  pages = {1--34},
  publisher = {IOS Press},
  url = {http://www.semantic-web-journal.net/content/semantic-enabled-architecture-auditable-privacy-preserving-data-analysis-0},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/2022_ekaputra_semantic-enabled.pdf}
}
@inproceedings{sarcevic_2021_unece-fingerprinting,
  author = {Tanja {\v S}ar\v{c}evi\'{c} and Rudolf Mayer and Andreas Rauber},
  title = {Fingerprinting Relational Data},
  booktitle = {UNECE Expert Meeting on Statistical Data Confidentiality},
  year = {2021},
  month = {December 1-3},
  address = {Poznan, Poland},
  publisher = {},
  _url = {https://unece.org/sites/default/files/2021-12/SDC2021_Day1_%C5%A0ar%C4%8Devi%C4%87_AD.pdf},
  pdf = {https://unece.org/sites/default/files/2021-12/SDC2021_Day1_%C5%A0ar%C4%8Devi%C4%87_AD.pdf}
}
@article{Pustozerova_2021_ercimnews_federatedLearning,
  author = {Anastasia Pustozerova and Rudolf Mayer},
  title = {Data Privacy in Smart Cities - Federated Learning to the Rescue?},
  journal = {{ERCIM} News},
  volume = {2021},
  number = {127},
  pages = {9-10},
  year = {2021},
  month = {October},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/ercim-news-127_federated_ML_security_privacy.pdf},
  url = {https://ercim-news.ercim.eu/en127/special/data-privacy-in-smart-cities-federated-learning-to-the-rescue}
}
@article{Hittmeir_2021_ercimnews_microbiome,
  author = {Markus Hittmeir and Rudolf Mayer and Andreas Ekelhart},
  title = {Privacy Risks and Anonymization of Microbiome Data},
  journal = {{ERCIM} News},
  volume = {2021},
  number = {126},
  year = {2021},
  month = {July},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/ercim-news-126_hittmeir_microbiome.pdf},
  url = {https://ercim-news.ercim.eu/en126/special/privacy-risks-and-anonymization-of-microbiome-data}
}
@article{Miksa_2021_ercimnews_wellfort,
  author = {Tomasz Miksa and Tanja {\v S}ar\v{c}evi\'{c} and Rudolf Mayer and Laura Waltersdorfer},
  title = {WellFort: {A} Platform for Privacy-Preserving Data Analysis},
  journal = {{ERCIM} News},
  volume = {2021},
  number = {126},
  year = {2021},
  month = {July},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/ercim-news-126_miksa_WellFort.pdf},
  url = {https://ercim-news.ercim.eu/en126/special/wellfort-a-platform-for-privacy-preserving-data-analysis}
}
@article{Sarcevic_2021_ercimnews_measuring_effectiveness_anonymised,
  author = {Tanja {\v S}ar\v{c}evi\'{c} and Rudolf Mayer},
  title = {Measuring the Effectiveness of Anonymised Data},
  journal = {{ERCIM} News},
  volume = {2021},
  number = {126},
  year = {2021},
  month = {July},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/ercim-news-126_sarcevic_measuring_effectiveness.pdf},
  url = {https://ercim-news.ercim.eu/en126/special/measuring-the-effectiveness-of-anonymised-data}
}
@inproceedings{pustozerova21_federatedNNs,
  author = {Anastassiya Pustozerova and Andreas Rauber and Rudolf Mayer},
  title = {{Training Effective Neural Networks on Structured Data with Federated Learning}},
  booktitle = {International Conference on Advanced Information Networking and Applications (AINA)},
  year = {2021},
  month = {May 12--14},
  address = {Toronto, Canada},
  publisher = {Springer International Publishing},
  pages = {394--406},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/AINA21_effectiveNN.pdf},
  isbn = {978-3-030-75075-6},
  doi = {10.1007/978-3-030-75075-6_32}
}
@misc{matschinske2021featurecloud,
  title = {{The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond}},
  author = {Julian Matschinske and Julian Sp{\"a}th and Reza Nasirigerdeh and Reihaneh Torkzadehmahani and Anne Hartebrodt and Bal\'{a}zs Orb\'{a}n and S\'{a}ndor Fej\'{e}r and Olga Zolotareva and Mohammad Bakhtiari and B\'{e}la Bihari and Marcus Bloice and Nina C Donner and Walid Fdhila and Tobias Frisch and Anne-Christin Hauschild and Dominik Heider and Andreas Holzinger and Walter H{\"o}tzendorfer and Jan Hospes and Tim Kacprowski and Markus Kastelitz and Markus List and Rudolf Mayer and M\'{o}nika Moga and Heimo M{\"u}ller and Anastasia Pustozerova and Richard R{\"o}ttger and Anna Saranti and Harald HHW Schmidt and Christof Tschohl and Nina K Wenke and Jan Baumbach},
  year = {2021},
  month = {May},
  eprint = {2105.05734},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG}
}
@article{Hittmeir2020_syntheticData_ercim,
  author = {Markus Hittmeir and Andreas Ekelhart and Rudolf Mayer},
  title = {Evaluation of Synthetic Data for Privacy-Preserving Machine Learning},
  journal = {{ERCIM} News},
  volume = {2020},
  number = {123},
  year = {2020},
  month = {October},
  pages = {30-31},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/EN123-web_Hittmeir_SyntheticData.pdf},
  url = {https://ercim-news.ercim.eu/en123/r-i/evaluation-of-synthetic-data-for-privacy-preserving-machine-learning}
}
@misc{torkzadehmahani2020privacypreserving,
  title = {Privacy-preserving Artificial Intelligence Techniques in Biomedicine},
  author = {Reihaneh Torkzadehmahani and Reza Nasirigerdeh and David B. Blumenthal and Tim Kacprowski and Markus List and Julian Matschinske and Julian Sp{\"a}th and Nina Kerstin Wenke and B\'{e}la Bihari and Tobias Frisch and Anne Hartebrodt and Anne-Christin Hausschild and Dominik Heider and Andreas Holzinger and Walter H{\"o}tzendorfer and Markus Kastelitz and Rudolf Mayer and Cristian Nogales and Anastasia Pustozerova and Richard R{\"o}ttger and Harald H. H. W. Schmidt and Ameli Schwalber and Christof Tschohl and Andrea Wohner and Jan Baumbach},
  year = {2020},
  month = {July},
  eprint = {2007.11621},
  archiveprefix = {arXiv},
  primaryclass = {cs.CR}
}
@inproceedings{sarcevic20_effectivenessAnonymity,
  author = {Tanja {\v S}ar\v{c}evi\'{c} and David Molnar and Rudolf Mayer},
  title = {An Analysis of Different Notions of Effectiveness in k-Anonymity},
  booktitle = {Privacy in Statistical Databases},
  year = {2020},
  publisher = {Springer International Publishing},
  month = {September 23-25},
  address = {Tarragona, Spain},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/psd20_effectivenessAnonymity.pdf},
  doi = {10.1007/978-3-030-57521-2_9},
  pages = {121 -- 135},
  isbn = {978-3-030-57520-5}
}
@inproceedings{mayer20_syntheticAnomaly,
  author = {Rudolf Mayer and Markus Hittmeir and Andreas Ekelhart},
  title = {Privacy-preserving Anomaly Detection using Synthetic Data},
  booktitle = {34th Annual IFIP WG 11.3 Conference on Data and Applications Security and Privacy (DBSec)},
  year = {2020},
  month = {June 25-27},
  address = {Regensburg, Germany},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/DBSec20_SyntheticAnomaly.pdf},
  doi = {10.1007/978-3-030-49669-2_11},
  pages = {195 -- 207},
  publisher = {Springer International Publishing},
  isbn = {978-3-030-49669-2}
}
@inproceedings{sarcevic_correlation-preserving_2020,
  address = {Maribor, Slovenia},
  series = {{IFIP} {Advances} in {Information} and {Communication} {Technology}},
  title = {A {Correlation}-{Preserving} {Fingerprinting} {Technique} for {Categorical} {Data} in {Relational} {Databases}},
  booktitle = {35th {International} {Conference} on {ICT} {Systems} {Security} and {Privacy} {Protection} ({IFIP} {SEC} 2020)},
  publisher = {Springer},
  author = {Tanja {\v S}ar\v{c}evi\'{c} and Rudolf Mayer},
  month = {September 21--23},
  year = {2020},
  pages = {401 -- 415},
  isbn = {978-3-030-58200-5},
  doi = {10.1007/978-3-030-58201-2_27}
}
@inproceedings{nuding20_backdoors,
  author = {Florian Nuding and Rudolf Mayer},
  title = {{Poisoning Attacks in Federated Learning -- an Evaluation on Traffic Sign Classification}},
  booktitle = {10th ACM Conference on Data and Application Security and Privacy (CODASPY)},
  year = {2020},
  month = {March 16-18},
  address = {New Orleans, LA, United States},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/CODASPY20_Backdoors.pdf},
  isbn = {978-1-4503-7107-0/20/03},
  doi = {10.1145/3374664.3379534}
}
@inproceedings{hittmeier20_attributeDisclosure,
  author = {Markus Hittmeir and Andreas Ekelhart and Rudolf Mayer},
  title = {A Baseline for Attribute Disclosure Risk in Synthetic Data},
  booktitle = {10th ACM Conference on Data and Application Security and Privacy (CODASPY)},
  year = {2020},
  month = {March 16-18},
  address = {New Orleans, LA, United States},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/CODASPY20_AttributeDisclosure.pdf},
  isbn = {978-1-4503-7107-0/20/03},
  doi = {10.1145/3374664.3375722}
}
@inproceedings{pustozerova20_informationLeaks,
  author = {Anastassiya Pustozerova and Rudolf Mayer},
  title = {{Information Leaks in Federated Learning}},
  booktitle = {Workshop on Decentralized IoT Systems and Security (DISS), Network and Distributed Systems Security (NDSS) Symposium 2020},
  year = {2020},
  month = {February 23-26},
  address = {San Diego, CA, USA},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/DISS20_informationLeaks.pdf},
  isbn = {1-891562-61-4},
  doi = {10.14722/diss.2020.23004}
}
@inproceedings{hittmeier19_synthetic_regression,
  author = {Markus Hittmeir and Andreas Ekelhart and Rudolf Mayer},
  title = {Utility and Privacy Assessments of Synthetic Data for Regression Tasks},
  booktitle = {IEEE International Conference on Big Data (IEEE BigData 2019)},
  pages = {5763-5772},
  year = {2019},
  month = {December 9-12},
  address = {Los Angeles, CA, United States},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/PSBD19_SyntheticData_Regression.pdf},
  isbn = {978-1-7281-0858-2/19},
  doi = {10.1109/BigData47090.2019.9005476}
}
@inproceedings{hittmeier19_synthetic,
  author = {Markus Hittmeir and Andreas Ekelhart and Rudolf Mayer},
  title = {On the Utility of Synthetic Data: An Empirical Evaluation on Machine Learning Tasks},
  booktitle = {14th International Conference on Availability, Reliability and Security (ARES 2019)},
  year = {2019},
  month = {August 26-29},
  address = {Canterbury, United Kingdom},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/ARES19_Synthetic_data.pdf},
  isbn = {978-1-4503-7164-3/19/08},
  doi = {10.1145/3339252.3339281}
}
@inproceedings{rehman19_backdoors,
  author = {Huma Rehman and Andreas Ekelhart and Rudolf Mayer.},
  title = {Backdoor Attacks in Neural Networks - a Systematic Evaluation on Multiple Traffic Sign Datasets},
  booktitle = {Machine Learning and Knowledge Extraction: International Cross-Domain Conference ({CD-MAKE} 2019)},
  year = {2019},
  month = {August 26-29},
  address = {Canterbury, United Kingdom},
  doi = {10.1007/978-3-030-29726-8_18},
  volume = {11713},
  series = {LNCS},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/cdmake2019_backdoor.pdf},
  researchfields = {ML}
}
@inproceedings{sarcevic19_fingerprinting,
  author = {Tanja {\v S}ar\v{c}evi\'{c} and Rudolf Mayer.},
  title = {An Evaluation on Robustness and Utility of Fingerprinting Schemes},
  booktitle = {Machine Learning and Knowledge Extraction: International Cross-Domain Conference ({CD-MAKE} 2019)},
  year = {2019},
  month = {August 26-29},
  address = {Canterbury, United Kingdom},
  doi = {10.1007/978-3-030-29726-8_14},
  volume = {11713},
  series = {LNCS},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/sar_cdmake2019_fingerprinting.pdf},
  researchfields = {ML}
}
@article{rehman19_ocg_adversarial,
  author = {Huma Rehman and Rudolf Mayer and Andreas Ekelhart.},
  title = {{Adversarial Machine Learning}},
  journal = {Journal of the Austrian Computer Society ({OCG})},
  year = {2019},
  volume = {44},
  pages = {24-25},
  number = {1},
  month = {June},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/OCG-Journal1901_Adversarial_ML.pdf},
  url = {http://www.ocg.at/sites/ocg.at/files/medien/pdfs/OCG-Journal1901.pdf},
  researchfields = {ML}
}
@article{popper17_futureHealth,
  author = {Niki Popper and Florian Endel and Rudolf Mayer and Martin Bicher and Barbara Glock},
  title = {Planning Future Health: Developing Big Data and System Modelling Pipelines for Health System Research},
  journal = {Simulation Notes Europe},
  volume = {27},
  number = {4},
  year = {2017},
  pages = {203-208},
  doi = {10.11128/sne.27.tn.10396},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/pop_sne2017.pdf},
  url = {https://www.sne-journal.org/sne-volumes/volume-27/sne-274-articles/news/planning-future-health-developing-big-data-and-system-modelling-pipelines-for-health-system-researc/}
}
@inproceedings{TorresGarcia2016Hand,
  author = {Fuensanta {Torres Garcia} and Katharina Krombholz and Rudolf Mayer and {Edgar R.} Weippl},
  title = {Hand Dynamics for Behavioral User Authentication},
  booktitle = {5th International Workshop on Security of Mobile Applications ({IWSMA 2016})},
  year = {2016},
  address = {Salzburg, Austria},
  month = {September 2},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/torres_ARES_2016_IWSMA2016.pdf},
  doi = {10.1109/ARES.2016.107},
  _url = {doi.org/10.1109/ARES.2016.107},
  researchfields = {ML}
}
@article{Bouvry_UltraScale_JSFI46,
  author = {Pascal Bouvry and Rudolf Mayer and Jakub Muszyński and Dana Petcu and Andreas Rauber and Gianluca Tempesti and Tuan Trinh and Sébastien Varrette},
  title = {Resilience within Ultrascale Computing System: Challenges and Opportunities from Nesus Project},
  journal = {Supercomputing Frontiers and Innovations},
  volume = {2},
  number = {2},
  year = {2015},
  issn = {2313-8734},
  url = {http://superfri.org/superfri/article/view/46},
  doi = {10.14529/jsfi150203},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/bou_supercomputing_46-303-3-PB.pdf},
  researchfields = {DP}
}
@inproceedings{mayer15_eScience,
  author = {Rudolf Mayer and Andreas Rauber},
  title = {A quantitative Study on the Re-executability of Publicly Shared Scientific Workflows},
  booktitle = {Proceedings of the 11th International Conference on e-Science},
  year = {2015},
  pages = {312-321},
  address = {Munich, Germany},
  month = {August 31 - September 04},
  note = {to appear},
  isbn = {978-1-4673-9325-6},
  publisher = {IEEE Computer Society},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_escience15_workflows.pdf},
  doi = {10.1109/eScience.2015.58},
  researchfields = {DP}
}
@article{mayer14_ijdl15,
  author = {Rudolf Mayer and Gon\c{c}alo Antunes and Artur Caetano and Marzieh Bakhshandeh and Andreas Rauber and Jos\'{e} Borbinha},
  title = { Using Ontologies to Capture the Semantics of a (Business) Process for Digital Preservation },
  journal = { International Journal of Digital Libraries (IJDL) },
  year = {2015},
  month = {April},
  issn = {1432-5012},
  volume = {15},
  issue = {2-4},
  doi = {10.1007/s00799-015-0141-7},
  pages = {129-152},
  _isbn = {978-1-4799-4287-9/14},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ijdl15_contextmodel.pdf},
  researchfields = {DP},
  url = {http://www.springer.com/-/7/7e9c68c9a6ac468aaacd08a7827e82bf},
  publisher = {Springer}
}
@inproceedings{mayer14_eScience,
  author = {Rudolf Mayer and Tomasz Miksa and Andreas Rauber},
  title = {Ontologies for Describing the Context of Scientific Experiment Processes},
  booktitle = {Proceedings of the 10th International Conference on e-Science},
  year = {2014},
  address = {Guaruj\'{a}, SP, Brazil},
  month = {October 20-24},
  isbn = {978-1-4799-4287-9/14},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_escience14.pdf},
  doi = {10.1109/eScience.2014.47},
  researchfields = {DP}
}
@inproceedings{mayer14_ipres_pi,
  author = {Rudolf Mayer and Johannes Binder Stephan Strodl and Andreas Rauber},
  title = {Automatic Discovery of Preservation Alternatives Supported by Community Maintained Knowledge Bases},
  booktitle = {Proceedings of the 11th International Conference on Digital Preservation (iPres 2014)},
  year = {2014},
  address = {Melbourne, Australia},
  month = {October 6-10},
  pages = {65-74},
  isbn = {978-0-642-27881-4},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ipres14-preservationAlternatives.pdf},
  url = {http://hdl.handle.net/11353/10.378078},
  researchfields = {DP}
}
@inproceedings{mayer_context_2014,
  address = {London, United Kingdom},
  title = {A context model for digital preservation of processes and its application to a digital library system},
  isbn = {978-1-4799-5569-5},
  doi = {10.1109/JCDL.2014.6970224},
  booktitle = {{IEEE}/{ACM} {Joint} {Conference} on {Digital} {Libraries}},
  publisher = {IEEE},
  author = {Rudolf Mayer and Andreas Rauber and Goncalo Antunes},
  month = sep,
  year = {2014},
  pages = {459--460},
  researchfields = {DP}
}
@article{ant_csimq14,
  author = {Gon\c{c}alo Antunes and Marzieh Bakhshandeh and Rudolf Mayer and Jos\'{e} Borbinha and Artur Caetano},
  title = {{Using Ontologies for Enterprise Architecture Integration and Analysis}},
  journal = {Complex Systems Informatics and Modeling Quarterly },
  year = {2014},
  volume = {2014},
  pages = {1-23},
  number = {1},
  month = {April},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/ant_csimq14.pdf},
  doi = {10.7250/csimq.2014-1.01},
  researchfields = {DP}
}
@inproceedings{ant_saq14_ontologyBased,
  author = {Gon\c{c}alo Antunes and Marzieh Bakhshandeh and Rudolf Mayer and Jos\'{e} Borbinha and Artur Caetano},
  title = {Ontology-Based Enterprise Architecture Model Analysis},
  year = {2014},
  isbn = {9781450324694},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/2554850.2555176},
  doi = {10.1145/2554850.2555176},
  abstract = {An enterprise architecture provides views on heterogeneous domains, such as business processes, people, business rules, application components, and technological infrastructure. These views are defined according to specific concerns and need to be expressed with an adequate description language. This entails integrating the description languages as a means to address the multiple concerns but raises the challenge of keeping the models coherent, consistent and traceable. This work describes an application of ontology engineering to enterprise architecture. The contribution is an extensible architecture description language that includes an upper ontology that can be integrated with multiple domain-specific ontologies, each focusing on different concerns. The resulting integrated models can be automatically analysed.},
  booktitle = {Proceedings of the 29th Annual ACM Symposium on Applied Computing},
  pages = {1420–1422},
  numpages = {3},
  location = {Gyeongju, Republic of Korea},
  series = {SAC '14}
}
@inproceedings{page14_aes,
  author = {Kevin R. Page and Ra\'{u}l Palma and Piotr Ho{\l}ubowicz and Graham Klyne and Stian Soiland-Reyes and Daniel Garijo and Khalid Belhajjame and Rudolf Mayer},
  title = {Research Objects for Audio Processing:Capturing Semantics for Reproducibility},
  booktitle = {Proceedings of the 53rd AES International Conference on Semantic Audio ({AES} 2014)},
  _pages = {434-437},
  address = {London},
  year = {2014},
  month = {January 27-29},
  publisher = {AES Audio Engineering Society},
  volume = {53},
  _doi = {},
  isbn = {978-0-937803-96-7},
  researchfields = {DP},
  url = {http://www.aes.org/e-lib/browse.cfm?elib=17116},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/pag_aes14.pdf}
}
@inproceedings{may13_tpdl,
  author = {Rudolf Mayer and Mark Guttenbrunner and Andreas Rauber},
  title = {Evaluation of Preserved Scientific Processes},
  booktitle = {Proceedings of the 17th International Conference on Theory and Practice of Digital Libraries ({TPDL} 2013)},
  _editor = {},
  pages = {434-437},
  address = {Malta},
  year = {2013},
  month = {September 22-26},
  publisher = {Springer},
  location = {Heidelberg},
  series = {Lecture Notes in Computer Science},
  volume = {8092},
  doi = {10.1007/978-3-642-40501-3_54},
  isbn = {978-3-642-40500-6},
  researchfields = {DP},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_tpdl13.pdf},
  url = {http://link.springer.com/chapter/10.1007/978-3-642-40501-3_54},
  researchfields = {DP}
}
@inproceedings{may13_tpdl_tutorial,
  author = {Rudolf Mayer and Stefan Pr\"{o}ll and Andreas Rauber and Ra\'{u}l Palma and Daniel Garijo},
  title = {Tutorial {'From Preserving Data to Preserving Research: Curation of Process and Context'}},
  booktitle = {Proceedings of the 17th International Conference on Theory and Practice of Digital Libraries ({TPDL} 2013)},
  _editor = {},
  pages = {490-491},
  address = {Malta},
  year = {2013},
  month = {September 22-26},
  publisher = {Springer},
  location = {Heidelberg},
  series = {Lecture Notes in Computer Science},
  volume = {8092},
  doi = {10.1007/978-3-642-40501-3_71},
  isbn = {978-3-642-40500-6},
  researchfields = {DP},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_tpdl13tutorial.pdf},
  url = {http://link.springer.com/chapter/10.1007/978-3-642-40501-3_71},
  researchfields = {DP}
}
@inproceedings{bakhshandeh13_eamIntegration,
  author = { Marzieh Bakhshandeh and Gon\c{c}alo Antunes and Rudolf Mayer and Jos\'{e} Borbinha and Artur Caetano },
  title = {A Modular Ontology for the Enterprise Architecture Domain},
  booktitle = {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)},
  year = {2013},
  address = {Vancouver, British Columbia, Canada},
  month = {September 9-13},
  _pages = {74-81},
  isbn = {978-1-4799-3048-7},
  doi = {10.1109/EDOCW.2013.8},
  url = {doi.org/10.1109/EDOCW.2013.8},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/bak_vorte13.pdf},
  researchfields = {DP}
}
@inproceedings{antunes13_eaAnalysis,
  author = {Gon\c{c}alo Antunes and Marzieh Bakhshandeh and Rudolf Mayer and Jos\'{e} Borbinha and Artur Caetano},
  title = {Using Ontologies for Enterprise Architecture Analysis},
  booktitle = {Proceedings of the 8th Trends in Enterprise Architecture Research Workshop (TEAR 2013), in conjunction with the 17th IEEE International EDOC Conference (EDOC 2013)},
  year = {2013},
  address = {Vancouver, British Columbia, Canada},
  month = {September 9-13},
  _pages = {74-81},
  doi = {10.1109/EDOCW.2013.47},
  url = {doi.org/10.1109/EDOCW.2013.47},
  isbn = {978-1-4799-3048-7},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/ant_tear13.pdf},
  researchfields = {DP}
}
@inproceedings{antunes13_eamAlignment,
  author = { Gon\c{c}alo Antunes and Artur Caetano and Marzieh Bakhshandeh and Rudolf Mayer and Jos\'{e} Borbinha},
  title = {Using Ontologies to Integrate Multiple Enterprise Architecture Domains},
  booktitle = {Proceedings of the 4th Workshop on Business and IT Alignment (BITA 2013)},
  year = {2013},
  address = {Poznan, Poland},
  month = {June 19},
  pages = {61-72},
  isbn = {978-3-642-41686-6},
  doi = {10.1007/978-3-642-41687-3_8},
  url = {https://link.springer.com/chapter/10.1007/978-3-642-41687-3_8},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/ant_bita13.pdf},
  researchfields = {DP}
}
@inproceedings{neumann12_ipres_reasoning,
  author = {Martin Alexander Neumann and Hossein Miri and John Thomson and Gon\c{c}alo Antunes and Rudolf Mayer and Michael Beigl},
  title = {Towards a Decision Support Architecture for Digital Preservation of Business Processes},
  booktitle = {Proceedings of the 9th International Conference on Digital Preservation (iPres 2012)},
  year = {2012},
  address = {Toronto, Canada},
  month = {October 1-5},
  pages = {74-81},
  isbn = {978-0-9917997-0-1},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/neu_ipres12-reasoning.pdf},
  researchfields = {DP}
}
@inproceedings{mayer12_ipres_workflows,
  author = {Rudolf Mayer and Stefan Pr\"{o}ll and Andreas Rauber},
  title = {On the Applicability of Workflow Management Systems for the Preservation of Business Processes},
  booktitle = {Proceedings of the 9th International Conference on Digital Preservation (iPres 2012)},
  year = {2012},
  address = {Toronto, Canada},
  month = {October 1-5},
  pages = {58-65},
  isbn = {978-0-9917997-0-1},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ipres12-workflows.pdf},
  researchfields = {DP}
}
@inproceedings{mayer12_ipres_processUseCase,
  author = {Rudolf Mayer and Stephan Strodl and Andreas Rauber},
  title = {On the Complexity of Process Preservation: A Case Study on an E-Science Experiment},
  booktitle = {Proceedings of the 9th International Conference on Digital Preservation (iPres 2012)},
  year = {2012},
  address = {Toronto, Canada},
  month = {October 1-5},
  isbn = {978-0-9917997-0-1},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ipres12-musicClass-poster.pdf},
  researchfields = {DP}
}
@inproceedings{mayer12_ismir,
  author = {Rudolf Mayer and Andreas Rauber},
  title = {{Towards Time-resilient {MIR} Processes}},
  booktitle = {Proceedings of the 13th International Society for Music Information Retrieval Conference (ISMIR 2012)},
  year = {2012},
  address = {Porto, Portugal},
  month = {October 8-12},
  pages = {337-342},
  isbn = {978-972-752-144-9},
  doi = {10.5281/zenodo.1416310},
  isbn = {978-972-752-144-9},
  url = {https://zenodo.org/record/1416310#.XQlNkd9fiV4},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ismir12-timeResilient.pdf},
  researchfields = {MIR and DP}
}
@inproceedings{may12_tpdl,
  author = {Rudolf Mayer and Andreas Rauber and Martin Alexander Neumann and John Thomson and Gon\c{c}alo Antunes},
  title = {Preserving Scientific Processes from Design to Publication},
  booktitle = {Proceedings of the 16th International Conference on Theory and Practice of Digital Libraries ({TPDL} 2012)},
  editor = {Panayiotis Zaphiris and George Buchanan and Edie Rasmussen and Fernando Loizides},
  pages = {113-124},
  address = {Cyprus},
  year = {2012},
  month = {September 23-29},
  publisher = {Springer},
  location = {Heidelberg},
  series = {Lecture Notes in Computer Science},
  volume = {7489},
  doi = {http://dx.doi.org/10.1007/978-3-642-33290-6_13},
  isbn = {978-3-642-33289-0},
  researchfields = {DP}
}
@inproceedings{may11_ismir_ensemble,
  author = {Rudolf Mayer and Andreas Rauber},
  affiliation = {Institute of Software Technology and Interactive Systems, Vienna University of Technology, Austria},
  title = {{Musical Genre Classification by Ensembles of Audio and Lyrics Features}},
  booktitle = {Proceedings of the 12th International Society for Music Information Retrieval Conference (ISMIR 2011)},
  pages = {675-680},
  year = {2011},
  month = {October 24-28},
  address = {Miami Beach, FL, USA},
  doi = {10.5281/zenodo.1416844},
  url = {https://zenodo.org/record/1416844#.XQlNTt9fiV4},
  isbn = {978-0-615-54865-4},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ismir11-lyrics-ensemble.pdf},
  researchfields = {MIR}
}
@inproceedings{may11_wsom_albumCovers,
  author = {Rudolf Mayer},
  affiliation = {Institute of Software Technology and Interactive Systems, Vienna University of Technology, Austria},
  title = {{Analysing the Similarity of Album Art with Self-Organsing Maps}},
  booktitle = {Proceedings of the 8th Workshop on Self-Organizing Maps (WSOM'11)},
  series = {Lecture Notes in Computer Science},
  editor = {Jorma Laaksonen and Timo Honkela},
  publisher = {Springer Berlin / Heidelberg},
  pages = {357-366},
  volume = {6731},
  doi = {http://dx.doi.org/10.1007/978-3-642-21566-7_24},
  year = {2011},
  month = {June 13-15},
  researchfields = {MIR and DM}
}
@inproceedings{may11_wsom_wikileaks,
  author = {Rudolf Mayer and Andreas Rauber},
  affiliation = {Institute of Software Technology and Interactive Systems, Vienna University of Technology, Austria},
  title = {{On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps}},
  booktitle = {Proceedings of the 8th Workshop on Self-Organizing Maps (WSOM'11)},
  series = {Lecture Notes in Computer Science},
  editor = {Jorma Laaksonen and Timo Honkela},
  publisher = {Springer Berlin / Heidelberg},
  pages = {238-246},
  volume = {6731},
  doi = {http://dx.doi.org/10.1007/978-3-642-21566-7_24},
  year = {2011},
  month = {June 13-15},
  researchfields = {DM}
}
@inproceedings{NEU11_ecir,
  author = {Robert Neumayer and Rudolf Mayer and Kjetil N{\o}rv{\aa}g},
  title = {{Combination of Feature Selection Methods for Text Categorisation}},
  booktitle = {Proceedings of the 33rd European Conference on Information Retrieval ({ECIR'11})},
  year = {2011},
  address = {Dublin, Ireland},
  pages = {763-766},
  month = {April 19-21},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/NEU11_ecir.pdf},
  issn = {0302-9743},
  isbn = {978-3-642-20160-8},
  doi = {10.1007/978-3-642-20161-5_89},
  researchfields = {IR}
}
@inproceedings{may10_mml,
  author = {Rudolf Mayer and Andreas Rauber and Pedro J. Ponce de Le\'{o}n and Carlos P\'{e}rez-Sancho and Jos\'{e} M. I{\~n}esta},
  title = {{Feature Selection in a Cartesian Ensemble of Feature Subspace Classifiers for Music Categorisation}},
  booktitle = {Proceedings of the ACM Multimedia Workshop on Music and Machine Learning (MML 2010)},
  year = {2010},
  pages = {53-56},
  address = {Florence (Italy)},
  month = {October 25},
  publisher = {ACM},
  isbn = {978-1-60558-933-6},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_mml10.pdf},
  researchfields = {MIR}
}
@inproceedings{may10_icann,
  author = {Rudolf Mayer and Andreas Rauber},
  title = {{Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees}},
  booktitle = {Proceedings of the International Conference on Artificial Neural Networks ({ICANN}'10)},
  year = {2010},
  editor = {Konstantinos Diamantaras and Wlodek Duch and Lazaros Iliadis},
  volume = {6353},
  series = {LNCS},
  pages = {426-431},
  address = {Thessaloniki, Greece},
  month = {September 15 - 18},
  publisher = {Springer},
  location = {Heidelberg},
  doi = {http://dx.doi.org/10.1007/978-3-642-15822-3_52},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_icann10.pdf},
  researchfields = {DM}
}
@inproceedings{may10_dfma_ensembles,
  author = {Rudolf Mayer and Andreas Rauber},
  booktitle = {2010 International Conference on Distributed Frameworks for Multimedia Applications},
  title = {Building ensembles of audio and lyrics features to improve musical genre classification},
  year = {2010},
  address = {Yogyakarta, Indonesia},
  isbn = {978-1-4244-9335-7},
  month = {August 2-3}
}
@inbook{May_MultiModal2010,
  chapter = {Multimodal Aspects of Music Retrieval: Audio, Song Lyrics - and Beyond?},
  pages = {333-363},
  title = {{Machine Learning Techniques for Multimedia}},
  publisher = {Springer Berlin Heidelberg},
  year = {2010},
  editor = {Zbigniew W. Ras and Alicja Wieczorkowska},
  author = {Rudolf Mayer and Andreas Rauber},
  series = {Studies in Computational Intelligence},
  volume = {274},
  isbn = {978-3-642-11673-5},
  url = {http://www.springerlink.com/content/gq34k7g603741599/?p=796d8eb2acf74b73867c729589d7a5a3&pi=2},
  researchfields = {MIR}
}
@inproceedings{may_wemis09_multimodal,
  author = {Rudolf Mayer and Robert Neumayer},
  title = {{Multi-modal Analysis of Music: A large-scale Evaluation}},
  booktitle = {Proceedings of the Workshop on Exploring Musical Information Spaces, ECDL 2009},
  year = {2009},
  editor = {Andreas Rauber and Nicola Orio and David Rizo},
  pages = {30-36},
  address = {Corfu, Greece},
  month = {October 1-2},
  isbn = {978-84-692-6082-1},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_wemis09_multimodal.pdf},
  researchfields = {MIR}
}
@inproceedings{may_wemis09_featureAnalysis,
  author = {Rudolf Mayer and Jakob Frank and Andreas Rauber},
  title = {{Analytic Comparison of Audio Feature Sets using Self-Organising Maps}},
  booktitle = {Proceedings of the Workshop on Exploring Musical Information Spaces, ECDL 2009},
  year = {2009},
  editor = {Andreas Rauber and Nicola Orio and David Rizo},
  pages = {62-67},
  address = {Corfu, Greece},
  month = {October 1-2},
  isbn = {978-84-692-6082-1},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_wemis09_featureAnalysis.pdf},
  researchfields = {MIR and DM}
}
@inproceedings{may09_ecdl,
  author = {Rudolf Mayer and Robert Neumayer and Andreas Rauber},
  title = {{Data Recovery from Distributed Personal Repositories}},
  booktitle = {Proceedings of the European Conference on Research and Advanced Technology for Digital Libraries ({ECDL}'09)},
  year = {2009},
  address = {Corfu, Greece},
  month = {September 27 - October 2},
  publisher = {Springer},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ecdl09.pdf},
  researchfields = {DP and DM}
}
@inproceedings{may_indp09,
  author = {Rudolf Mayer and Andreas Rauber},
  title = {{Establishing Context of Digital Objects' Creation, Content and Usage}},
  booktitle = {Proceedings of the First International Workshop on Innovation in Digital Preservation (InDP 2009)},
  year = {2009},
  address = {Austin, TX, USA},
  month = {June 19},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_indp09.pdf},
  researchfields = {DP and DM}
}
@inproceedings{may_09wsom,
  author = {Rudolf Mayer and Robert Neumayer and Doris Baum and Andreas Rauber},
  title = {{Analytic Comparison of Self-Organising Maps}},
  booktitle = {Proceedings of the 7th Workshop on Self-Organizing Maps (WSOM'09)},
  year = {2009},
  editor = {Jos\'{e} Carlos Pr\'{i}ncipe and Risto Miikkulainen},
  pages = {182-190},
  address = {St. Augustine, Fl, USA},
  month = {June 8-10},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_indp09.pdf},
  researchfields = {DM}
}
@inproceedings{may_ciao09,
  author = {Rudolf Mayer and Robert Neumayer and Andreas Rauber},
  title = {{Interacting with (Semi-) Automatically Extracted Context of Digital Objects}},
  booktitle = {Proceedings of the Workshop on Context, Information And Ontologies (CIAO '09)},
  year = {2009},
  month = {June 1},
  publisher = {ACM},
  address = {New York, NY, USA},
  location = {Heraklion, Greece},
  doi = {http://doi.acm.org/10.1145/1552262.1552267},
  isbn = {978-1-60558-528-4},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ciao09.pdf},
  researchfields = {DP and DM}
}
@inproceedings{mayer_ACMMM2008,
  author = {Rudolf Mayer and Robert Neumayer and Andreas Rauber},
  title = {{Combination of Audio and Lyrics Features for Genre Classification in Digital Audio Collections}},
  booktitle = {Proceedings of the ACM Multimedia 2008},
  year = {2008},
  pages = {159-168},
  month = {October 27-31},
  publisher = {ACM New York, NY, USA},
  location = {Vancouver, BC, Canada},
  isbn = {978-1-60558-303-7},
  doi = {10.1007/978-3-642-20161-5_89},
  url = {doi.org/10.1007/978-3-642-20161-5_89},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_acmmm08.pdf},
  researchfields = {MIR}
}
@inproceedings{mayer_ISMIR2008,
  author = {Rudolf Mayer and Robert Neumayer and Andreas Rauber},
  title = {{Rhyme and Style Features for Musical Genre Classification by Song Lyrics}},
  booktitle = {Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR'08)},
  year = {2008},
  month = {September 14-18},
  pages = {351-352},
  location = {Philadelphia, PA, USA},
  url = {https://zenodo.org/record/1416758#.XQlN3t9fiV4},
  doi = {10.5281/zenodo.1416758},
  isbn = {978-0-615-24849-3},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ismir08.pdf},
  researchfields = {MIR}
}
@article{may_jdim08,
  author = {Rudolf Mayer and Angela Roiger and Andreas Rauber},
  title = {{Map-based Interfaces for Information Management in Large Text Collections}},
  journal = {Journal of Digital Information Management},
  year = {2008},
  volume = {6},
  pages = {294-302},
  number = {4},
  month = {August},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_jdim08.pdf},
  researchfields = {DM}
}
@inbook{Cord_Muscle2008,
  author = {Derek Green and P\'{a}draig Cunningham and Rudolf Mayer},
  chapter = {{Unsupervised Learning and Clustering}},
  pages = {51-90},
  title = {Machine Learning Techniques for Multimedia},
  publisher = {Springer Berlin Heidelberg},
  year = {2008},
  editor = {Matthieu Cord and P\'{a}draig Cunningham},
  series = {Cognitive Technologies},
  doi = {10.1007/978-3-540-75171-7},
  url = {http://www.springerlink.com/content/gq34k7g603741599/?p=796d8eb2acf74b73867c729589d7a5a3&pi=2},
  researchfields = {DM}
}
@inproceedings{may07_icdim,
  author = {Rudolf Mayer and Angela Roiger and Andreas Rauber},
  title = {{Supporting Information Management in Digital Libraries with Map-based Interfaces}},
  booktitle = {Proceedings of the 2nd {IEEE} International Conference on Digital Information Management (ICDIM'07)},
  year = {2007},
  month = {October 28-31},
  publisher = {IEEE},
  location = {Lyon, France},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_icdim07.pdf},
  researchfields = {DM}
}
@inproceedings{may07_ecdl,
  author = {Rudolf Mayer and Angela Roiger and Andreas Rauber},
  title = {{Supporting Information Management in Digital Libraries with Map-based Interfaces}},
  booktitle = {Proceedings of the European Conference on Research and Advanced Technology for Digital Libraries ({ECDL}'07)},
  year = {2007},
  address = {Budapest, Hungary},
  month = {September 16-21},
  publisher = {Springer},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/pes_jdim07.pdf},
  researchfields = {DM}
}
@inproceedings{may07_icann,
  author = {Rudolf Mayer and Taha Abdel Aziz and Andreas Rauber},
  title = {{Visualising Class Distribution on Self-Organising Maps}},
  booktitle = {Proceedings of the International Conference on Artificial Neural Networks ({ICANN}'07)},
  year = {2007},
  editor = {Joaquim Marques de S\'{a} and Lu\'{\i}s A. Alexandre and W{\l}odzis{\l}aw Duch and Danilo Mandic},
  volume = {4669},
  series = {LNCS},
  pages = {359-368},
  month = {September 9-13},
  publisher = {Springer},
  address = {Heidelberg},
  isbn = {978-3-540-74693-5},
  location = {Porto, Portugal},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_icann07.pdf},
  researchfields = {DM}
}
@inproceedings{lat_iknow07,
  author = {Khalid Latif and Rudolf Mayer},
  title = {{Sky-Metaphor Visualisation for Self-Organising Maps}},
  booktitle = {Proceedings of the 7th International Conference on Knowledge Management (I-KNOW'07)},
  year = {2007},
  address = {Graz, Austria},
  month = {September 5-7},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/lat_iknow07.pdf},
  researchfields = {DM}
}
@inproceedings{NEU07_wsom,
  author = {Robert Neumayer and Rudolf Mayer and Andreas Rauber},
  title = {{Component Selection for the Metro Visualisation of the SOM}},
  booktitle = {Proceedings of the 6th International Workshop on Self-Organizing Maps ({WSOM'07})},
  year = {2007},
  address = {Bielefeld, Germany},
  month = {September 3-6},
  researchfields = {DM}
}
@inproceedings{NEU07_ijcnn,
  author = {Robert Neumayer and Rudolf Mayer and Georg P\"olzlbauer and Andreas Rauber},
  title = {{The Metro Visualisation of Component Planes for Self-Organising Maps}},
  booktitle = {Proceedings of the International Joint Conference on Neural Networks ({IJCNN}'07)},
  year = {2007},
  address = {Orlando, FL, USA},
  month = {August 12 - 17},
  publisher = {IEEE Computer Society},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/NEU07_ijcnn.pdf},
  researchfields = {DM}
}
@article{pes_jdim07,
  author = {Andreas Pesenhofer and Rudolf Mayer and Andreas Rauber},
  title = {{Automating the Management of Scientific Conferences using Information Mining Techniques}},
  journal = {Journal of Digital Information Management},
  year = {2008},
  volume = {6},
  pages = {3-11},
  number = {1},
  month = {February},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/pes_jdim07.pdf},
  researchfields = {DM}
}
@inproceedings{pesenhofer_ICDIM06,
  author = {Andreas Pesenhofer and Rudolf Mayer and Andreas Rauber},
  title = {{Improving Scientific Conferences by Enhancing Conference Management Systems with Information Mining Capabilities}},
  booktitle = {Proceedings of the 1st {IEEE} International Conference on Digital Information Management (ICDIM'06)},
  year = {2006},
  editor = {Pichappan, Pit and Abraham, Ajitht and Chbeir, Richard and Badr, Youakim and El-Qawasmeh, Eyas and Gross-Amblard, David and Safar, Maytham},
  pages = {359-366},
  address = {Bangalore, India},
  month = {December 6-8},
  publisher = {IEEE},
  note = {IEEE Catalog Number: 06EX1549},
  isbn = {1-4244-0682-X},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/pes_icdim06.pdf},
  researchfields = {DM}
}
@inproceedings{mayer_ICADL2006,
  author = {Rudolf Mayer and Andreas Rauber},
  title = {{Adding SOMLib capabilities to the Greenstone Digital LibrarySystem}},
  booktitle = {Proceedings of the 9th International Conference on Asian Digital Libraries (ICADL'06)},
  year = {2006},
  pages = {486-489},
  month = {November 27-30},
  location = {Kyoto, Japan},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_icadl2006.pdf},
  researchfields = {DM}
}
@inproceedings{mayer_ISMIR2006,
  author = {Rudolf Mayer and Thomas Lidy and Andreas Rauber},
  title = {{The Map of Mozart}},
  booktitle = {Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR'06)},
  year = {2006},
  pages = {351-352},
  month = {October 8-12},
  location = {Victoria, Canada},
  doi = {10.5281/zenodo.1416060},
  url = {https://zenodo.org/record/1416060#.XQlOEt9fiV4},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ismir06.pdf},
  researchfields = {MIR}
}
@article{MAY_06ocg,
  author = {Rudolf Mayer and Thomas Lidy and Andreas Rauber},
  title = {{Map of Mozart}},
  journal = {Journal of the Austrian Computer Society (OCG)},
  year = {2006},
  volume = {31},
  pages = {12-13},
  number = {2},
  month = {June},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ocg06.pdf},
  researchfields = {MIR}
}
@inproceedings{MAY_05wsom,
  author = {Rudolf Mayer and Dieter Merkl and Andreas Rauber},
  title = {{Mnemonic SOMs: Recognizable Shapes for Self-Organizing Maps}},
  booktitle = {Proceedings of the Fifth Workshop on Self-Organizing Maps (WSOM'05)},
  year = {2005},
  editor = {Marie Cottrell},
  pages = {131-138},
  address = {Paris, France},
  month = {September 5-8},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_wsom05.pdf},
  researchfields = {DM}
}
@inproceedings{May04WDA,
  author = {Rudolf Mayer},
  title = {{Recognisable Shapes for Self-Organizing Maps}},
  booktitle = {Proceedings of the Fifth Workshop on Data Analysis (WDA'04)},
  year = {2004},
  editor = {J\'an Parali\v{c} and Georg P\"olzlbauer and Andreas Rauber},
  pages = {67-82},
  address = {Sliezsky dom, Vysok\'e Tatry, Slovakia},
  month = {June 24-27},
  publisher = {Elfa Academic Press},
  isbn = {80-89066-87-9},
  researchfields = {DM}
}
@mastersthesis{Mayer04,
  author = {Rudolf Mayer},
  title = {Text Mining with Adaptive Neural Networks},
  school = {Vienna University of Technology},
  year = {2004},
  researchfields = {DM}
}
@inproceedings{Miksa2013a,
  author = {Tomasz Miksa and Stefan Proell and Rudolf Mayer and Stephan Strodl and Ricardo Vieira and Jose Barateiro and Andreas Rauber},
  booktitle = {10th International Conference on Preservation of Digital Objects (IPRES2013)},
  title = {Framework for verification of preserved and redeployed processes},
  year = {2013},
  month = sep
}
@article{Miksa2015,
  author = {Tomasz Miksa and Rudolf Mayer and Andreas Rauber},
  journal = {International Journal of Computational Science and Engineering (IJCSE)},
  title = {Ensuring sustainability of web services dependent processes},
  year = {2015},
  pages = {70--81},
  volume = {10},
  doi = {https://doi.org/10.1504/IJCSE.2015.067058},
  pdf = {IJCSE1001_0205 MIKSA.pdf},
  publisher = {Inderscience Publishers}
}
@article{Miksa2015b,
  author = {Tomasz Miksa and Rudolf Mayer and Andreas Rauber},
  journal = {International Journal of Web Information Systems},
  title = {Raising resilience of web service dependent repository systems},
  year = {2015},
  month = {7},
  number = {3},
  pages = {327--346},
  volume = {11},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  biburl = {https://dblp.org/rec/journals/ijwis/MiksaMR15.bib},
  doi = {10.1108/IJWIS-04-2015-0011},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/mik_15IJWIS.pdf},
  timestamp = {Wed, 20 May 2020 01:00:00 +0200},
  url = {https://doi.org/10.1108/IJWIS-04-2015-0011}
}
@inproceedings{Rauber2015,
  author = {Andreas Rauber and Tomasz Miksa and Rudolf Mayer and Stefan Pr{\"{o}}ll},
  booktitle = {Selected Papers of the {XVII} International Conference on Data Analytics and Management in Data Intensive Domains {(DAMDID/RCDL} 2015), Obninsk, Russia,},
  title = {Repeatability and Re-usability in Scientific Processes: Process Context, Data Identification and Verification},
  year = {2015},
  editor = {Leonid A. Kalinichenko and Sergey Starkov},
  month = {10},
  pages = {246--256},
  publisher = {CEUR-WS.org},
  series = {{CEUR} Workshop Proceedings},
  volume = {1536},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  biburl = {https://dblp.org/rec/conf/rcdl/RauberMMP15.bib},
  journal = {CEUR Workshop Proceedings},
  pdf = {DAMDID_150623.pdf},
  timestamp = {Wed, 12 Feb 2020 16:44:31 +0100},
  url = {http://ceur-ws.org/Vol-1536/paper33.pdf}
}
@inproceedings{Miksa2014b,
  author = {Tomasz Miksa and Rudolf Mayer and Stephan Strodl and Andreas Rauber and Ricardo Vieira and Goncalo Antunes},
  booktitle = {Proceedings of the 11th International Conference on Digital Preservation, iPRES 2014, Melbourne, Australia, October 6 - 10, 2014},
  title = {Risk driven selection of preservation activities for increasing sustainability of open source systems and workflows},
  year = {2014},
  editor = {Serena Coates and Ross King and Steve Knight and Christopher A. Lee and Peter McKinney and Erin O'Meara and David Pearson},
  month = {10},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  biburl = {https://dblp.org/rec/conf/ipres/MiksaAVRSM14.bib},
  pdf = {http://www.ifs.tuwien.ac.at/~mayer/publications/pdf/mik_ipres14-riskDriven.pdf},
  timestamp = {Mon, 19 Aug 2019 13:53:27 +0200},
  url = {http://hdl.handle.net/11353/10.378104}
}
@inproceedings{proell2015mathmod,
  title = {Reproducible Database Queries in Privacy Sensitive Applications},
  author = {Stefan Proell AND Rudolf Mayer and Andreas Rauber},
  year = {2015},
  month = {February},
  address = {Vienna, Austria},
  booktitle = {8th Vienna International Conference on Mathematical Modelling (MATHMOD2015)},
  url = {http://www.mathmod.at},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/pro_15mathmod.pdf},
  researchfields = {DP}
}
@inproceedings{eScience2015Privacy,
  author = {Stefan Proell, Rudolf Mayer, Andreas Rauber},
  title = {Data Access and Reproducibility in Privacy Sensitive eScience Domains},
  booktitle = {11th IEEE International Conference on eScience},
  year = {2015},
  month = {August 31 -- September 04},
  address = {Munich, Germany},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/pro_15escience.pdf},
  doi = {10.1109/eScience.2015.20},
  url = {doi.org/10.1109/eScience.2015.20},
  researchfields = {DP}
}
@inproceedings{damdid2015,
  author = {Andreas Rauber and Tomasz Miksa and Rudolf Mayer and Stefan Proell},
  title = {{Repeatability and Re-Usability in Scientific Processes: Process Context, Data Identification and Verification}},
  booktitle = {Proceedings of the 17th International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID)},
  year = {2015},
  month = {October},
  address = {Obninsk, Russia},
  researchfields = {DP}
}
@inproceedings{rau_semantics05,
  author = {Andreas Rauber and Michael Dittenbach and Helmut Berger and Andreas Pesenhofer and Georg P\"olzlbauer and Natalya Sokolovska and Rudolf Mayer and Thomas Lidy and Robert Neumayer},
  title = {Detecting and Exploring Semantic Concepts in Unstructured Data},
  booktitle = {Proceedings of the International Symposium on Semantic Systems in the Knowledge Society - Challenges \& Opportunities},
  year = {2005},
  address = {Vienna, Austria},
  month = {November 23 - 25},
  publisher = {OCG}
}
@inproceedings{SCHINDLER_2012ismir,
  author = {Alexander Schindler and Rudolf Mayer and Andreas Rauber},
  title = {Facilitating Comprehensive Benchmarking Experiments on the Million Song Dataset},
  booktitle = {Proceedings of the 13th International Society for Music Information Retrieval Conference (ISMIR 2012)},
  year = {2012},
  address = {Porto, Portugal},
  month = {October 8-12},
  pages = {469--474},
  isbn = {978-972-752-144-9},
  pdf = {http://www.ifs.tuwien.ac.at/%7Eschindler/pubs/ISMIR2012.pdf},
  researchfields = {MIR}
}
@inproceedings{Strodl2013-dpProcess,
  author = {Stephan Strodl AND Rudolf Mayer AND Goncalo Antunes AND Daniel Draws AND Andreas Rauber},
  title = {Digital Preservation of a Process and its Application to e-Science Experiments},
  booktitle = {Proceedings of the 10th International Conference on Preservation of Digital Objects (IPRES2013)},
  address = {Lisbon, Portugal},
  month = {September},
  year = {2013},
  pages = {117-125},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/str_ipres13.pdf},
  researchfields = {DP}
}