Rudolf Mayer

According to our database1, Rudolf Mayer authored at least 69 papers between 2006 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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On csauthors.net:

Bibliography

2021
Measuring the Effectiveness of Anonymised Data.
ERCIM News, 2021

WellFort: A Platform for Privacy-Preserving Data Analysis.
ERCIM News, 2021

Privacy Preserving Computation - Introduction to the Special Theme.
ERCIM News, 2021

Privacy Risks and Anonymization of Microbiome Data.
ERCIM News, 2021

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond.
CoRR, 2021

Training Effective Neural Networks on Structured Data with Federated Learning.
Proceedings of the Advanced Information Networking and Applications, 2021

2020
Evaluation of Synthetic Data for Privacy-Preserving Machine Learning.
ERCIM News, 2020

Privacy-preserving Artificial Intelligence Techniques in Biomedicine.
CoRR, 2020

A Correlation-Preserving Fingerprinting Technique for Categorical Data in Relational Databases.
Proceedings of the ICT Systems Security and Privacy Protection, 2020

An Analysis of Different Notions of Effectiveness in k-Anonymity.
Proceedings of the Privacy in Statistical Databases, 2020

Privacy-Preserving Anomaly Detection Using Synthetic Data.
Proceedings of the Data and Applications Security and Privacy XXXIV, 2020

Poisoning Attacks in Federated Learning: An Evaluation on Traffic Sign Classification.
Proceedings of the CODASPY '20: Tenth ACM Conference on Data and Application Security and Privacy, 2020

A Baseline for Attribute Disclosure Risk in Synthetic Data.
Proceedings of the CODASPY '20: Tenth ACM Conference on Data and Application Security and Privacy, 2020

2019
An Evaluation on Robustness and Utility of Fingerprinting Schemes.
Proceedings of the Machine Learning and Knowledge Extraction, 2019

Backdoor Attacks in Neural Networks - A Systematic Evaluation on Multiple Traffic Sign Datasets.
Proceedings of the Machine Learning and Knowledge Extraction, 2019

Utility and Privacy Assessments of Synthetic Data for Regression Tasks.
Proceedings of the 2019 IEEE International Conference on Big Data (Big Data), 2019

On the Utility of Synthetic Data: An Empirical Evaluation on Machine Learning Tasks.
Proceedings of the 14th International Conference on Availability, Reliability and Security, 2019

2017
Planning Future Health: Developing Big Data and System Modelling Pipelines for Health System Research.
Simul. Notes Eur., 2017

2016
Hand Dynamics for Behavioral User Authentication.
Proceedings of the 11th International Conference on Availability, Reliability and Security, 2016

2015
Resilience within Ultrascale Computing System: Challenges and Opportunities from Nesus Project.
Supercomput. Front. Innov., 2015

Using ontologies to capture the semantics of a (business) process for digital preservation.
Int. J. Digit. Libr., 2015

Raising resilience of web service dependent repository systems.
Int. J. Web Inf. Syst., 2015

Ensuring sustainability of web services dependent processes.
Int. J. Comput. Sci. Eng., 2015

Repeatability and Re-usability in Scientific Processes: Process Context, Data Identification and Verification.
Proceedings of the Selected Papers of the XVII International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2015), 2015

Data Access and Reproducibility in Privacy Sensitive eScience Domains.
Proceedings of the 11th IEEE International Conference on e-Science, 2015

A Quantitative Study on the Re-executability of Publicly Shared Scientific Workflows.
Proceedings of the 11th IEEE International Conference on e-Science, 2015

2014
Using Ontologies for Enterprise Architecture Integration and Analysis.
Complex Syst. Informatics Model. Q., 2014

Research Objects for Audio Processing: Capturing Semantics for Reproducibility.
Proceedings of the AES International Conference on Semantic Audio 2014, 2014

Ontology-based enterprise architecture model analysis.
Proceedings of the Symposium on Applied Computing, 2014

A context model for digital preservation of processes and its application to a digital library system.
Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014

Risk Driven Selection of Preservation Activities for Increasing Sustainability of Open Source Systems and Workflows.
Proceedings of the 11th International Conference on Digital Preservation, 2014

Automatic Discovery of Preservation Alternatives Supported by Community Maintained Knowledge Bases.
Proceedings of the 11th International Conference on Digital Preservation, 2014

Preserving Data to Preserving Research: Curation of Process and Context.
Proceedings of the 11th International Conference on Digital Preservation, 2014

Resilient Web Services for Timeless Business Processes.
Proceedings of the 16th International Conference on Information Integration and Web-based Applications & Services, 2014

Ontologies for Describing the Context of Scientific Experiment Processes.
Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013
Digital Preservation of a Process and its Application to e-Science Experiments.
Proceedings of the 10th International Conference on Digital Preservation, 2013

Framework for Verification of Preserved and Redeployed Processes.
Proceedings of the 10th International Conference on Digital Preservation, 2013

From Preserving Data to Preserving Research: Curation of Process and Context.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2013

Evaluation of Preserved Scientific Processes.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2013

A Modular Ontology for the Enterprise Architecture Domain.
Proceedings of the 17th IEEE International Enterprise Distributed Object Computing Conference Workshops, 2013

Using Ontologies for Enterprise Architecture Analysis.
Proceedings of the 17th IEEE International Enterprise Distributed Object Computing Conference Workshops, 2013

Using Ontologies to Integrate Multiple Enterprise Architecture Domains.
Proceedings of the Business Information Systems Workshops, 2013

2012
Facilitating Comprehensive Benchmarking Experiments on the Million Song Dataset.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Towards Time-resilient MIR Processes.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Towards a Decision Support Architecture for Digital Preservation of Business Processes.
Proceedings of the 9th International Conference on Digital Preservation, 2012

On the Complexity of Process Preservation: A Case Study on an E-Science Experiment.
Proceedings of the 9th International Conference on Digital Preservation, 2012

The Applicability of Workflow Management Systems for the Preservation of Business Processes.
Proceedings of the 9th International Conference on Digital Preservation, 2012

Preserving Scientific Processes from Design to Publications.
Proceedings of the Theory and Practice of Digital Libraries, 2012

2011
On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps.
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Analysing the Similarity of Album Art with Self-Organising Maps.
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Music Genre Classification by Ensembles of Audio and Lyrics Features.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Combination of Feature Selection Methods for Text Categorisation.
Proceedings of the Advances in Information Retrieval, 2011

2010
Multimodal Aspects of Music Retrieval: Audio, Song Lyrics - and Beyond?
Proceedings of the Advances in Music Information Retrieval, 2010

A Cartesian Ensemble of Feature Subspace Classifiers for Music Categorization.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees.
Proceedings of the Artificial Neural Networks, 2010

2009
Analytic Comparison of Self-Organising Maps.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Data Recovery from Distributed Personal Repositories.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2009

Makumba: the role of the technology for the sustainability of amateur programming practice and community.
Proceedings of the Fourth International Conference on Communities and Technologies, 2009

2008
Unsupervised Learning and Clustering.
Proceedings of the Machine Learning Techniques for Multimedia, 2008

Automating the Management of Scientific Conferences using Information Mining Techniques.
J. Digit. Inf. Manag., 2008

Map-based Interfaces for Information Management in Large Text Collections.
J. Digit. Inf. Manag., 2008

Combination of audio and lyrics features for genre classification in digital audio collections.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Rhyme and Style Features for Musical Genre Classification by Song Lyrics.
Proceedings of the ISMIR 2008, 2008

2007
The Metro Visualisation of Component Planes for Self-Organising Maps.
Proceedings of the International Joint Conference on Neural Networks, 2007

Visualising Class Distribution on Self-organising Maps.
Proceedings of the Artificial Neural Networks, 2007

Supporting Information Management in Digital Libraries with Map-Based Interfaces.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2007

2006
The Map of Mozart.
Proceedings of the ISMIR 2006, 2006

Improving Scientific Conferences by Enhancing Conference Management Systems with Information Mining Capabilities.
Proceedings of the First IEEE International Conference on Digital Information Management (ICDIM), 2006

Adding SOMLib Capabilities to the Greenstone Digital Library System.
Proceedings of the Digital Libraries: Achievements, 2006


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