Bernhard Moser
Orcid: 0000-0001-8373-7523Affiliations:
- Software Competence Center Hagenberg GmbH, Austria
According to our database1,
Bernhard Moser
authored at least 95 papers
between 1993 and 2024.
Collaborative distances:
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Bibliography
2024
On Mitigating the Utility-Loss in Differentially Private Learning: A New Perspective by a Geometrically Inspired Kernel Approach.
J. Artif. Intell. Res., 2024
Spiking neural networks in the Alexiewicz topology: A new perspective on analysis and error bounds.
Neurocomputing, 2024
On the Sampling Sparsity of Neuromorphic Analog-to-Spike Conversion based on Leaky Integrate-and-Fire.
CoRR, 2024
Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent.
CoRR, 2024
On Leaky-Integrate-and Fire as Spike-Train-Quantization Operator on Dirac-Superimposed Continuous-Time Signals.
CoRR, 2024
Towards Integrating Knowledge Graphs into Process-Oriented Human-AI Collaboration in Industry.
Proceedings of the Software Quality as a Foundation for Security, 2024
On Mitigating the Utility-Loss in Differentially Private Learning: A New Perspective by a Geometrically Inspired Kernel Approach (Abstract Reprint).
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024
2023
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning.
ACM Comput. Surv., 2023
An Information Theoretic Approach to Privacy-Preserving Interpretable and Transferable Learning.
Algorithms, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023
Proceedings of the Database and Expert Systems Applications - DEXA 2023 Workshops, 2023
2022
Future Gener. Comput. Syst., 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of Interoperability for Enterprise Systems and Applications Workshops co-located with 11th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2022), 2022
Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing.
Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results ICSE (NIER) 2022, 2022
A Comparative Analysis of Anomaly Detection Methods for Predictive Maintenance in SME.
Proceedings of the Database and Expert Systems Applications - DEXA 2022 Workshops, 2022
Proceedings of the Database and Expert Systems Applications - DEXA 2022 Workshops, 2022
Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data.
Proceedings of the Database and Expert Systems Applications - DEXA 2022 Workshops, 2022
2021
Mach. Learn. Knowl. Extr., 2021
Inf. Sci., 2021
Information Theoretic Evaluation of Privacy-Leakage, Interpretability, and Transferability for a Novel Trustworthy AI Framework.
CoRR, 2021
Appl. Math. Comput., 2021
The balancing principle for parameter choice in distance-regularized domain adaptation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021
Membership-Mappings for Data Representation Learning: A Bregman Divergence Based Conditionally Deep Autoencoder.
Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021
Membership-Mappings for Data Representation Learning: Measure Theoretic Conceptualization.
Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021
2020
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020
Beyond federated learning: On confidentiality-critical machine learning applications in industry.
Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020
Proceedings of the Database and Expert Systems Applications, 2020
Proceedings of the Machine Learning and Knowledge Extraction, 2020
2019
DeepSNP: An End-to-End Deep Neural Network with Attention-Based Localization for Breakpoint Detection in Single-Nucleotide Polymorphism Array Genomic Data.
J. Comput. Biol., 2019
Inf. Sci., 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Proceedings of the 5th International Conference on Event-Based Control, 2019
Proceedings of the 5th International Conference on Event-Based Control, 2019
Proceedings of the Database and Expert Systems Applications, 2019
Proceedings of the 16th ACM International Conference on Computing Frontiers, 2019
2018
Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data.
CoRR, 2018
Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project.
Proceedings of the 30th International Conference on Microelectronics, 2018
Proceedings of the Workshop on INTelligent Embedded Systems Architectures and Applications, 2018
2017
IEEE Trans. Signal Process., 2017
Estimating the signal reconstruction error from threshold-based sampling without knowing the original signal.
Proceedings of the 3rd International Conference on Event-Based Control, 2017
2016
Improving Visual Discomfort Prediction for Stereoscopic Images via Disparity-based Contrast.
Proceedings of the Image Quality and System Performance XIII, Electronic Imaging 2016, 2016
Proceedings of the Stereoscopic Displays and Applications XXVII, 2016
Proceedings of the Second International Conference on Event-based Control, 2016
2015
Proceedings of the 2015 International Conference on 3D Imaging, 2015
Proceedings of the International Conference on Event-based Control, 2015
Proceedings of the International Conference on Event-based Control, 2015
2014
On Stability of Distance Measures for Event Sequences Induced by Level-Crossing Sampling.
IEEE Trans. Signal Process., 2014
Electron. J. Comb., 2014
2013
On Approximate Nearest Neighbour Field Algorithms in Template Matching for Surface Quality Inspection.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013
On the Relevance of Discrepancy Norm for Similarity-Based Clustering of Delta-Event Sequences.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013
Proceedings of the Image Processing: Machine Vision Applications VI, 2013
2012
Combining high productivity and high performance in image processing using Single Assignment C on multi-core CPUs and many-core GPUs.
J. Electronic Imaging, 2012
Image processing for three-dimensional scans generated by time-of-flight range cameras.
J. Electronic Imaging, 2012
Geometric Characterization of Weyl's Discrepancy Norm in Terms of Its n-Dimensional Unit Balls.
Discret. Comput. Geom., 2012
Discrepancy Norm as Fitness Function for Defect Detection on Regularly Textured Surfaces.
Proceedings of the Pattern Recognition, 2012
2011
A Similarity Measure for Image and Volumetric Data Based on Hermann Weyl's Discrepancy.
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011
Proceedings of the Applications, Tools and Techniques on the Road to Exascale Computing, Proceedings of the conference ParCo 2011, 31 August, 2011
2010
On autocorrelation based on Hermann Weyl's discrepancy norm for time series analysis.
Proceedings of the International Joint Conference on Neural Networks, 2010
2009
On the compactness of admissible transformations of fuzzy partitions in terms of T-equivalence relations.
Fuzzy Sets Syst., 2009
Proceedings of the Twenty-First Conference on Innovative Applications of Artificial Intelligence, 2009
Proceedings of the Hagenberg Research, 2009
Proceedings of the Hagenberg Research, 2009
2008
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008
Denoising techniques for raw 3D data of TOF cameras based on clustering and wavelets.
Proceedings of the Conference on Three-Dimensional Image Capture and Applications 2008, 2008
2006
J. Mach. Learn. Res., 2006
Correspondences Between Fuzzy Equivalence Relations and Kernels: Theoretical Results and Potential Applications.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006
2002
2000
A relationship between equality relations and the T-redundancy of fuzzy partitions and its application to Sugeno controllers.
Fuzzy Sets Syst., 2000
1999
Convex combinations in terms of triangular norms: A characterization of idempotent, bisymmetrical and self-dual compensatory operators.
Fuzzy Sets Syst., 1999
Fuzzy Sets Syst., 1999
Proceedings of the EUSFLAT-ESTYLF Joint Conference, 1999
1997
1993
Proceedings of the Fuzzy Logic in Artificial Intelligence, 1993