Bernhard Moser

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 23

Top Topics

Stereoscopic Images

Data Representation

Anomaly Based Intrusion Detection

Top Venues

Publications

Bernhard Heinzl, Agastya Silvina, Franz Krause, Nicole Schwarz, Kabul Kurniawan, Elmar Kiesling, Mario Pichler, Bernhard Moser
Towards Integrating Knowledge Graphs into Process-Oriented Human-AI Collaboration in Industry. SWQD (2024)
Christoph Koutschan, Bernhard Moser, Anton Ponomarchuk, Josef Schicho
Representing Piecewise Linear Functions by Functions with Small Arity. CoRR (2023)
Mohit Kumar, Bernhard Moser, Lukas Fischer
Secure Federated Learning with Kernel Affine Hull Machines. ESANN (2023)
Anton Ponomarchuk, Christoph Koutschan, Bernhard Moser
Unboundedness of Linear Regions of Deep ReLU Neural Networks. DEXA Workshops (2022)
Philipp Haindl, Georg Buchgeher, Maqbool Khan, Bernhard Moser
Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing. CoRR (2022)
Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data. DEXA Workshops (2022)
Mehwish Alam, Anna Fensel, Jorge Martínez Gil, Bernhard Moser, Diego Reforgiato Recupero, Harald Sack
Special Issue on Machine Learning and Knowledge Graphs. Future Gener. Comput. Syst. 129 (2022)
Philipp Haindl, Georg Buchgeher, Maqbool Khan, Bernhard Moser
Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing. ICSE (NIER) (2022)
Thomas Hoch, Bernhard Heinzl, Gerald Czech, Maqbool Khan, Philipp Waibel, Stefan Bachhofner, Elmar Kiesling, Bernhard Moser
Teaming.AI: Enabling Human-AI Teaming Intelligence in Manufacturing. I-ESA Workshops (2022)
Muhammad Qasim, Maqbool Khan, Waqar Mehmood, Florian Sobieczky, Mario Pichler, Bernhard Moser
A Comparative Analysis of Anomaly Detection Methods for Predictive Maintenance in SME. DEXA Workshops (2022)
Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
Membership-Mappings for Data Representation Learning: Measure Theoretic Conceptualization. DEXA Workshops (2021)
Lukas Fischer, Lisa Ehrlinger, Verena Geist, Rudolf Ramler, Florian Sobieczky, Werner Zellinger, David Brunner, Mohit Kumar, Bernhard Moser
AI System Engineering - Key Challenges and Lessons Learned. Mach. Learn. Knowl. Extr. 3 (1) (2021)
Michael Lunglmayr, Günther Lindorfer, Bernhard Moser
Robust and Efficient Bio-Inspired Data-Sampling Prototype for Time-Series Analysis. DEXA Workshops (2021)
Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
Membership-Mappings for Data Representation Learning: A Bregman Divergence Based Conditionally Deep Autoencoder. DEXA Workshops (2021)
Lukas Fischer, Lisa Ehrlinger, Verena Geist, Rudolf Ramler, Florian Sobieczky, Werner Zellinger, Bernhard Moser
Applying AI in Practice: Key Challenges and Lessons Learned. CD-MAKE (2020)
Werner Zellinger, Volkmar Wieser, Mohit Kumar, David Brunner, Natalia Shepeleva, Rafa Gálvez, Josef Langer, Lukas Fischer, Bernhard Moser
Beyond federated learning: On confidentiality-critical machine learning applications in industry. ISM (2020)
Natalia Shepeleva, Werner Zellinger, Michal Lewandowski, Bernhard Moser
ReLU Code Space: A Basis for Rating Network Quality Besides Accuracy. CoRR (2020)
Ramin Nikzad-Langerodi, Werner Zellinger, Susanne Saminger-Platz, Bernhard Moser
Domain-Invariant Regression Under Beer-Lambert's Law. ICMLA (2019)
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
Optimization and deployment of CNNs at the edge: the ALOHA experience. CF (2019)
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
Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project. ICM (2018)
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
ALOHA: an architectural-aware framework for deep learning at the edge. INTESA@ESWEEK (2018)
Werner Zellinger, Bernhard Moser, Ayadi Chouikhi, Florian H. Seitner, Matej Nezveda, Margrit Gelautz
Linear Optimization Approach for Depth Range Adaption of Stereoscopic Videos. SD&A (2016)
Werner Zellinger, Bernhard Moser
Improving Visual Discomfort Prediction for Stereoscopic Images via Disparity-based Contrast. IQSP (2016)
Florian H. Seitner, Matej Nezveda, Margrit Gelautz, Georg Braun, Christian Kapeller, Werner Zellinger, Bernhard Moser
Trifocal system for high-quality inter-camera mapping and virtual view synthesis. IC3D (2015)
Bernhard Moser, Florian Eibensteiner, Jürgen Kogler, Gernot Stübl
On the Relevance of Discrepancy Norm for Similarity-Based Clustering of Delta-Event Sequences. EUROCAST (1) (2013)
Gernot Stübl, Bernhard Moser, Josef Scharinger
On Approximate Nearest Neighbour Field Algorithms in Template Matching for Surface Quality Inspection. EUROCAST (2) (2013)
Gernot Stübl, Peter Haslinger, Volkmar Wieser, Josef Scharinger, Bernhard Moser
Periodicity estimation of nearly regular textures based on discrepancy norm. Image Processing: Machine Vision Applications (2013)
Gernot Stübl, Jean-Luc Bouchot, Peter Haslinger, Bernhard Moser
Discrepancy Norm as Fitness Function for Defect Detection on Regularly Textured Surfaces. DAGM/OAGM Symposium (2012)
Volkmar Wieser, Clemens Grelck, Peter Haslinger, Jing Guo, Filip Korzeniowski, Robert Bernecky, Bernhard Moser, Sven-Bodo Scholz
Combining high productivity and high performance in image processing using Single Assignment C on multi-core CPUs and many-core GPUs. J. Electronic Imaging 21 (2) (2012)
Holger Schöner, Frank Bauer, Adrian A. Dorrington, Bettina Heise, Volkmar Wieser, Andrew D. Payne, Michael J. Cree, Bernhard Moser
Image processing for three-dimensional scans generated by time-of-flight range cameras. J. Electronic Imaging 21 (2) (2012)
Volkmar Wieser, Clemens Grelck, Holger Schöner, Peter Haslinger, Károly Bósa, Bernhard Moser
GPU-Based Image Processing Use Cases: A High-Level Approach. PARCO (2011)
Bernhard Moser, Gernot Stübl, Jean-Luc Bouchot
On a Non-monotonicity Effect of Similarity Measures. SIMBAD (2011)
Bernhard Moser
A Similarity Measure for Image and Volumetric Data Based on Hermann Weyl's Discrepancy. IEEE Trans. Pattern Anal. Mach. Intell. 33 (11) (2011)
Jean-Luc Bouchot, Johannes Himmelbauer, Bernhard Moser
On autocorrelation based on Hermann Weyl's discrepancy norm for time series analysis. IJCNN (2010)
Carlos González-Morcillo, Lorenzo Manuel López-López, José Jesús Castro Sanchez, Bernhard Moser
A Data-Mining Approach to 3D Realistic Render Setup Assistance. IAAI (2009)
Bernhard Moser
On the compactness of admissible transformations of fuzzy partitions in terms of T-equivalence relations. Fuzzy Sets Syst. 160 (1) (2009)
Bernhard Moser, Peter Haslinger, Tomas Kazmar
On the Potential of Hermann Weyl's Discrepancy Norm for Texture Analysis. CIMCA/IAWTIC/ISE (2008)
Bernhard Moser, Frank Bauer, Peter Elbau, Bettina Heise, Holger Schöner
Denoising techniques for raw 3D data of TOF cameras based on clustering and wavelets. Three-Dimensional Image Capture and Applications (2008)
Holger Schöner, Bernhard Moser, Adrian A. Dorrington, Andrew D. Payne, Michael J. Cree, Bettina Heise, Frank Bauer
A Clustering Based Denoising Technique for Range Images of Time of Flight Cameras. CIMCA/IAWTIC/ISE (2008)
Holger Schöner, Bernhard Moser, Edwin Lughofer
On Preprocessing Multi-channel Sensor Data for Online Process Monitoring. CIMCA/IAWTIC/ISE (2008)
Bernhard Moser
On Representing and Generating Kernels by Fuzzy Equivalence Relations. J. Mach. Learn. Res. 7 (2006)
Bernhard Moser, Ulrich Bodenhofer
Correspondences Between Fuzzy Equivalence Relations and Kernels: Theoretical Results and Potential Applications. FUZZ-IEEE (2006)
Bernhard Moser
On the T. Fuzzy Sets Syst. 157 (13) (2006)
Domonkos Tikk, István Joó, László T. Kóczy, Péter Várlaki, Bernhard Moser, Tamás D. Gedeon
Stability of interpolative fuzzy KH controllers. Fuzzy Sets Syst. 125 (1) (2002)
Bernhard Moser, Mirko Navara
Fuzzy controllers with conditionally firing rules. IEEE Trans. Fuzzy Syst. 10 (3) (2002)
Bernhard Moser, Roman Winkler
A relationship between equality relations and the T-redundancy of fuzzy partitions and its application to Sugeno controllers. Fuzzy Sets Syst. 114 (3) (2000)
Bernhard Moser, Mirko Navara
Which triangular norms are convenient for fuzzy controllers?. EUSFLAT-ESTYLF Joint Conf. (1999)
Bernhard Moser, Elena Tsiporkova, Erich-Peter Klement
Convex combinations in terms of triangular norms: A characterization of idempotent, bisymmetrical and self-dual compensatory operators. Fuzzy Sets Syst. 104 (1) (1999)
Bernhard Moser
Sugeno controllers with a bounded number of rules are nowhere dense. Fuzzy Sets Syst. 104 (2) (1999)
Erich-Peter Klement, Bernhard Moser
On the redundancy of fuzzy partitions. Fuzzy Sets Syst. 85 (2) (1997)
Johann Gamper, Bernhard Moser
Workshop for Doctoral students in Fuzzy-Based Systems. FLAI (1993)