Werner Zellinger - Concepedia

Author

Werner Zellinger

Johannes Kepler University of Linz ORCID

Also Known As

Werner Zellinger, Zellinger, Werner

Publications

1.1K

Citations

H-Index

Concepts

All Affiliations

Johannes Kepler University of Linz Software Competence Center Hagenberg (Austria)Johann Radon Institute for Computational and Applied Mathematics Universität Innsbruck

About

Werner Zellinger is an author at Johannes Kepler University of Linz specializing in engineering, machine learning, and domain adaptation.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	482
2	Computer Science	4	4	383
3	Data Science	4	4	390
4	Systems Engineering	2	2	77
5	Public Health	1	1	99

Werner Zellinger

Publications

608

Citations

H-Index

Page 1

	Year	Citations
Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning Werner Zellinger, Thomas Grubinger, Edwin Lughofer, arXiv (Cornell University) Natural Language ProcessingEngineeringMachine LearningData ScienceHigher Order Moments	2017	214
Domain-Invariant Partial-Least-Squares Regression Ramin Nikzad‐Langerodi, Werner Zellinger, Edwin Lughofer, Analytical Chemistry EngineeringMachine LearningMultivariate Calibration ModelsData SciencePublic Health	2018	99
Robust unsupervised domain adaptation for neural networks via moment alignment Werner Zellinger, Bernhard Moser, Thomas Grubinger, Information Sciences Artificial IntelligenceEngineeringMachine LearningPattern RecognitionDomain Adaptation	2019	92
Domain adaptation for regression under Beer–Lambert’s law Ramin Nikzad‐Langerodi, Werner Zellinger, Susanne Saminger‐Platz, Knowledge-Based Systems Regression AnalysisDomain Adaptation	2020	70
AI System Engineering—Key Challenges and Lessons Learned Lukas Fischer, Lisa Ehrlinger, Verena Geist, Machine Learning and Knowledge Extraction Artificial IntelligenceEngineeringMachine LearningData Quality AssuranceAi Foundation	2020	55
Multi-source transfer learning of time series in cyclical manufacturing Werner Zellinger, Thomas Grubinger, Michael Zwick, Journal of Intelligent Manufacturing	2019	29
Beyond federated learning: On confidentiality-critical machine learning applications in industry Werner Zellinger, Volkmar Wieser, Mohit Kumar, Procedia Computer Science Artificial IntelligenceEngineeringMachine LearningInformation SecurityMachine Learning Tool	2021	22
On a regularization of unsupervised domain adaptation in RKHS Elke R. Gizewski, Lukas Mayer‐Suess, Bernhard Moser, Applied and Computational Harmonic Analysis	2021	14
Rethinking data augmentation for adversarial robustness Hamid Eghbal-zadeh, Werner Zellinger, Maura Pintor, Information Sciences	2023	13

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