Bernhard Moser

65 papers B 3C 4Journal 22Unranked 28
YearRankTypeTitle / Venue / Authors
2025 J jnl
Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent.
J. Artif. Intell. Res.
Mohit Kumar, Alexander Valentinitsch, Magdalena Fuchs, Mathias Brucker, Juliana Bowles, Adnan Husakovic, Ali Abbas, Bernhard Moser
2025 J jnl
On the sampling sparsity of analog-to-spike conversion based on leaky integrate-and-fire.
Neuromorph. Comput. Eng.
Bernhard Moser, Michael Lunglmayr
2025 J jnl
Operator-Theoretic Framework for Gradient-Free Federated Learning.
CoRR
Mohit Kumar, Mathias Brucker, Alexander Valentinitsch, Adnan Husakovic, Ali Abbas, Manuela Geiß, Bernhard Moser
2025 J jnl
Representing piecewise linear functions by functions with small arity.
Appl. Algebra Eng. Commun. Comput.
Christoph Koutschan, Bernhard Moser, Anton Ponomarchuk, Josef Schicho
2025 J jnl
Spiking Neural Network Accelerator Architecture for Differential-Time Representation using Learned Encoding.
CoRR
Daniel Windhager, Lothar Ratschbacher, Bernhard Moser, Michael Lunglmayr
2024 — ed.
Database and Expert Systems Applications - DEXA 2024 Workshops - IWCFS, AISys, CIU, Naples, Italy, August 26-28, 2024, Proceedings
DEXA Workshops
Bernhard Moser, Lukas Fischer, Atif Mashkoor, Johannes Sametinger, Anna-Christina Glock, Michael Mayr, Sabrina Luftensteiner
2024 — conf
Influence of Spike Encoding, Neuron Models and Quantization on SNN Performance.
EUROCAST (2)
Daniel Windhager, Bernhard Moser, Michael Lunglmayr
2024 — conf
Towards Integrating Knowledge Graphs into Process-Oriented Human-AI Collaboration in Industry.
SWQD
Bernhard Heinzl, Agastya Silvina, Franz Krause, Nicole Schwarz, Kabul Kurniawan, Elmar Kiesling, Mario Pichler, Bernhard Moser
2023 — ed.
Database and Expert Systems Applications - DEXA 2023 Workshops - 34th International Conference, DEXA 2023, Penang, Malaysia, August 28-30, 2023, Proceedings
DEXA Workshops
Gabriele Kotsis, A Min Tjoa, Ismail Khalil, Bernhard Moser, Atif Mashkoor, Johannes Sametinger, Maqbool Khan
2023 J jnl
Representing Piecewise Linear Functions by Functions with Small Arity.
CoRR
Christoph Koutschan, Bernhard Moser, Anton Ponomarchuk, Josef Schicho
2023 B conf
Secure Federated Learning with Kernel Affine Hull Machines.
ESANN
Mohit Kumar, Bernhard Moser, Lukas Fischer
2022 — conf
A Comparative Analysis of Anomaly Detection Methods for Predictive Maintenance in SME.
DEXA Workshops
Muhammad Qasim, Maqbool Khan, Waqar Mehmood, Florian Sobieczky, Mario Pichler, Bernhard Moser
2022 — ed.
Database and Expert Systems Applications - DEXA 2022 Workshops - 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022, Proceedings
DEXA Workshops
Gabriele Kotsis, A Min Tjoa, Ismail Khalil, Bernhard Moser, Alfred Taudes, Atif Mashkoor, Johannes Sametinger, Jorge Martinez-Gil, Florian Sobieczky, Lukas Fischer, Rudolf Ramler, Maqbool Khan, Gerald Czech
2022 J jnl
Special Issue on Machine Learning and Knowledge Graphs.
Future Gener. Comput. Syst.
Mehwish Alam, Anna Fensel, Jorge Martinez-Gil, Bernhard Moser, Diego Reforgiato Recupero, Harald Sack
2022 — conf
Teaming.AI: Enabling Human-AI Teaming Intelligence in Manufacturing.
I-ESA Workshops
Thomas Hoch, Bernhard Heinzl, Gerald Czech, Maqbool Khan, Philipp Waibel, Stefan Bachhofner, Elmar Kiesling, Bernhard Moser
2022 — conf
Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data.
DEXA Workshops
Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
2022 — conf
Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing.
ICSE (NIER)
Philipp Haindl, Georg Buchgeher, Maqbool Khan, Bernhard Moser
2022 J jnl
Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing.
CoRR
Philipp Haindl, Georg Buchgeher, Maqbool Khan, Bernhard Moser
2022 — conf
Unboundedness of Linear Regions of Deep ReLU Neural Networks.
DEXA Workshops
Anton Ponomarchuk, Christoph Koutschan, Bernhard Moser
2021 J jnl
AI System Engineering - Key Challenges and Lessons Learned.
Mach. Learn. Knowl. Extr.
Lukas Fischer, Lisa Ehrlinger, Verena Geist, Rudolf Ramler, Florian Sobieczky, Werner Zellinger, David Brunner, Mohit Kumar, Bernhard Moser
2021 — ed.
Database and Expert Systems Applications - DEXA 2021 Workshops - BIOKDD, IWCFS, MLKgraphs, AI-CARES, ProTime, AISys 2021, Virtual Event, September 27-30, 2021, Proceedings
DEXA Workshops
Gabriele Kotsis, A Min Tjoa, Ismail Khalil, Bernhard Moser, Atif Mashkoor, Johannes Sametinger, Anna Fensel, Jorge Martinez-Gil, Lukas Fischer, Gerald Czech, Florian Sobieczky, Sohail Khan
2021 — conf
Membership-Mappings for Data Representation Learning: A Bregman Divergence Based Conditionally Deep Autoencoder.
DEXA Workshops
Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
2021 — conf
Membership-Mappings for Data Representation Learning: Measure Theoretic Conceptualization.
DEXA Workshops
Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
2021 — conf
Robust and Efficient Bio-Inspired Data-Sampling Prototype for Time-Series Analysis.
DEXA Workshops
Michael Lunglmayr, Günther Lindorfer, Bernhard Moser
2020 C conf
Applying AI in Practice: Key Challenges and Lessons Learned.
CD-MAKE
Lukas Fischer, Lisa Ehrlinger, Verena Geist, Rudolf Ramler, Florian Sobieczky, Werner Zellinger, Bernhard Moser
2020 C conf
Beyond federated learning: On confidentiality-critical machine learning applications in industry.
ISM
Werner Zellinger, Volkmar Wieser, Mohit Kumar, David Brunner, Natalia Shepeleva, Rafa Gálvez, Josef Langer, Lukas Fischer, Bernhard Moser
2020 — ed.
Database and Expert Systems Applications - DEXA 2020 International Workshops BIOKDD, IWCFS and MLKgraphs, Bratislava, Slovakia, September 14-17, 2020, Proceedings
DEXA Workshops
Gabriele Kotsis, A Min Tjoa, Ismail Khalil, Lukas Fischer, Bernhard Moser, Atif Mashkoor, Johannes Sametinger, Anna Fensel, Jorge Martinez-Gil
2020 J jnl
ReLU Code Space: A Basis for Rating Network Quality Besides Accuracy.
CoRR
Natalia Shepeleva, Werner Zellinger, Michal Lewandowski, Bernhard Moser
2019 — ed.
Database and Expert Systems Applications - DEXA 2019 International Workshops BIOKDD, IWCFS, MLKgraphs and TIR, Linz, Austria, August 26-29, 2019, Proceedings
DEXA Workshops
Gabriele Anderst-Kotsis, A Min Tjoa, Ismail Khalil, Mourad Elloumi, Atif Mashkoor, Johannes Sametinger, Xabier Larrucea, Anna Fensel, Jorge Martinez-Gil, Bernhard Moser, Christin Seifert, Benno Stein, Michael Granitzer
2019 C conf
Domain-Invariant Regression Under Beer-Lambert's Law.
ICMLA
Ramin Nikzad-Langerodi, Werner Zellinger, Susanne Saminger-Platz, Bernhard Moser
2019 — conf
Optimization and deployment of CNNs at the edge: the ALOHA experience.
CF
Paolo Meloni, Daniela Loi, Paola Busia, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Todor P. Stefanov, Svetlana Minakova, Francesco Conti, Luca Benini, Maura Pintor, Battista Biggio, Bernhard Moser, Natalia Shepeleva, Nikos Fragoulis, Ilias Theodorakopoulos, Michael Masin, Francesca Palumbo
2018 — conf
ALOHA: an architectural-aware framework for deep learning at the edge.
INTESA@ESWEEK
Paolo Meloni, Daniela Loi, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Bernhard Moser, Natalia Shepeleva, Francesco Conti, Luca Benini, Oscar Ripolles, David Solans, Maura Pintor, Battista Biggio, Todor P. Stefanov, Svetlana Minakova, Nikolaos Fragoulis, Ilias Theodorakopoulos, Michael Masin, Francesca Palumbo
2018 — conf
Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project.
ICM
Paolo Meloni, Daniela Loi, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Maura Pintor, Battista Biggio, Oscar Ripolles, David Solans, Francesco Conti, Luca Benini, Todor P. Stefanov, Svetlana Minakova, Bernhard Moser, Natalia Shepeleva, Michael Masin, Francesca Palumbo, Nikos Fragoulis, Ilias Theodorakopoulos
2016 — conf
Improving Visual Discomfort Prediction for Stereoscopic Images via Disparity-based Contrast.
IQSP
Werner Zellinger, Bernhard Moser
2016 — conf
Linear Optimization Approach for Depth Range Adaption of Stereoscopic Videos.
SD&A
Werner Zellinger, Bernhard Moser, Ayadi Chouikhi, Florian H. Seitner, Matej Nezveda, Margrit Gelautz
2015 — conf
Trifocal system for high-quality inter-camera mapping and virtual view synthesis.
IC3D
Florian H. Seitner, Matej Nezveda, Margrit Gelautz, Georg Braun, Christian Kapeller, Werner Zellinger, Bernhard Moser
2013 — conf
On Approximate Nearest Neighbour Field Algorithms in Template Matching for Surface Quality Inspection.
EUROCAST (2)
Gernot Stübl, Bernhard Moser, Josef Scharinger
2013 — conf
On the Relevance of Discrepancy Norm for Similarity-Based Clustering of Delta-Event Sequences.
EUROCAST (1)
Bernhard Moser, Florian Eibensteiner, Jürgen Kogler, Gernot Stübl
2013 — conf
Periodicity estimation of nearly regular textures based on discrepancy norm.
Image Processing: Machine Vision Applications
Gernot Stübl, Peter Haslinger, Volkmar Wieser, Josef Scharinger, Bernhard Moser
2012 J jnl
Combining high productivity and high performance in image processing using Single Assignment C on multi-core CPUs and many-core GPUs.
J. Electronic Imaging
Volkmar Wieser, Clemens Grelck, Peter Haslinger, Jing Guo, Filip Korzeniowski, Robert Bernecky, Bernhard Moser, Sven-Bodo Scholz
2012 — conf
Discrepancy Norm as Fitness Function for Defect Detection on Regularly Textured Surfaces.
DAGM/OAGM Symposium
Gernot Stübl, Jean-Luc Bouchot, Peter Haslinger, Bernhard Moser
2012 J jnl
Image processing for three-dimensional scans generated by time-of-flight range cameras.
J. Electronic Imaging
Holger Schöner, Frank Bauer, Adrian A. Dorrington, Bettina Heise, Volkmar Wieser, Andrew D. Payne, Michael J. Cree, Bernhard Moser
2011 J jnl
A Similarity Measure for Image and Volumetric Data Based on Hermann Weyl's Discrepancy.
IEEE Trans. Pattern Anal. Mach. Intell.
Bernhard Moser
2011 — conf
GPU-Based Image Processing Use Cases: A High-Level Approach.
PARCO
Volkmar Wieser, Clemens Grelck, Holger Schöner, Peter Haslinger, Károly Bósa, Bernhard Moser
2011 — conf
On a Non-monotonicity Effect of Similarity Measures.
SIMBAD
Bernhard Moser, Gernot Stübl, Jean-Luc Bouchot
2010 B conf
On autocorrelation based on Hermann Weyl's discrepancy norm for time series analysis.
IJCNN
Jean-Luc Bouchot, Johannes Himmelbauer, Bernhard Moser
2009 C conf
A Data-Mining Approach to 3D Realistic Render Setup Assistance.
IAAI
Carlos González-Morcillo, Lorenzo Manuel López-López, José Jesús Castro Sanchez, Bernhard Moser
2009 — ch.
Data-Driven and Knowledge-Based Modeling.
Hagenberg Research
Erich-Peter Klement, Edwin Lughofer, Johannes Himmelbauer, Bernhard Moser
2009 J jnl
On the compactness of admissible transformations of fuzzy partitions in terms of T-equivalence relations.
Fuzzy Sets Syst.
Bernhard Moser
2009 — ch.
Parallel, Distributed, and Grid Computing.
Hagenberg Research
Wolfgang Schreiner, Károly Bósa, Andreas Langegger, Thomas Leitner, Bernhard Moser, Szilárd Páll, Volkmar Wieser, Wolfram Wöß
2008 — conf
A Clustering Based Denoising Technique for Range Images of Time of Flight Cameras.
CIMCA/IAWTIC/ISE
Holger Schöner, Bernhard Moser, Adrian A. Dorrington, Andrew D. Payne, Michael J. Cree, Bettina Heise, Frank Bauer
2008 — conf
Denoising techniques for raw 3D data of TOF cameras based on clustering and wavelets.
Three-Dimensional Image Capture and Applications
Bernhard Moser, Frank Bauer, Peter Elbau, Bettina Heise, Holger Schöner
2008 — conf
On Preprocessing Multi-channel Sensor Data for Online Process Monitoring.
CIMCA/IAWTIC/ISE
Holger Schöner, Bernhard Moser, Edwin Lughofer
2008 — conf
On the Potential of Hermann Weyl's Discrepancy Norm for Texture Analysis.
CIMCA/IAWTIC/ISE
Bernhard Moser, Peter Haslinger, Tomas Kazmar
2006 B conf
Correspondences Between Fuzzy Equivalence Relations and Kernels: Theoretical Results and Potential Applications.
FUZZ-IEEE
Bernhard Moser, Ulrich Bodenhofer
2006 J jnl
On Representing and Generating Kernels by Fuzzy Equivalence Relations.
J. Mach. Learn. Res.
Bernhard Moser
2006 J jnl
On the T.
Fuzzy Sets Syst.
Bernhard Moser
2002 J jnl
Fuzzy controllers with conditionally firing rules.
IEEE Trans. Fuzzy Syst.
Bernhard Moser, Mirko Navara
2002 J jnl
Stability of interpolative fuzzy KH controllers.
Fuzzy Sets Syst.
Domonkos Tikk, István Joó, László T. Kóczy, Péter Várlaki, Bernhard Moser, Tamás D. Gedeon
2000 J jnl
A relationship between equality relations and the T-redundancy of fuzzy partitions and its application to Sugeno controllers.
Fuzzy Sets Syst.
Bernhard Moser, Roman Winkler
1999 J jnl
Convex combinations in terms of triangular norms: A characterization of idempotent, bisymmetrical and self-dual compensatory operators.
Fuzzy Sets Syst.
Bernhard Moser, Elena Tsiporkova, Erich-Peter Klement
1999 J jnl
Sugeno controllers with a bounded number of rules are nowhere dense.
Fuzzy Sets Syst.
Bernhard Moser
1999 — conf
Which triangular norms are convenient for fuzzy controllers?.
EUSFLAT-ESTYLF Joint Conf.
Bernhard Moser, Mirko Navara
1997 J jnl
On the redundancy of fuzzy partitions.
Fuzzy Sets Syst.
Erich-Peter Klement, Bernhard Moser
1993 — conf
Workshop for Doctoral students in Fuzzy-Based Systems.
FLAI
Johann Gamper, Bernhard Moser