Concepedia

Werner Zellinger

WZ

9

Publications

608

Citations

9

H-Index

2017

Active since

Affiliations

Johannes Kepler University of Linz(Current)

Software Competence Center Hagenberg (Austria)

Johann Radon Institute for Computational and Applied Mathematics

Universität Innsbruck

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

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceDomain AdaptationTransfer LearningSupervised LearningArtificial IntelligenceDeep LearningPattern Recognition

Publications per year

2017–2023

9

Publications

9

Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning

Werner Zellinger, Thomas Grubinger, Edwin Lughofer et al. · arXiv (Cornell University) · 2017 · 214 citations · Full text

Natural Language Processing, Engineering, Machine Learning +13

Domain-Invariant Partial-Least-Squares Regression

Ramin Nikzad‐Langerodi, Werner Zellinger, Edwin Lughofer et al. · Analytical Chemistry · 2018 · 99 citations

Engineering, Machine Learning, Multivariate Calibration Models +18

Robust unsupervised domain adaptation for neural networks via moment alignment

Werner Zellinger, Bernhard Moser, Thomas Grubinger et al. · Information Sciences · 2019 · 92 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +8

Domain adaptation for regression under Beer–Lambert’s law

Ramin Nikzad‐Langerodi, Werner Zellinger, Susanne Saminger‐Platz et al. · Knowledge-Based Systems · 2020 · 70 citations

Regression Analysis, Domain Adaptation

AI System Engineering—Key Challenges and Lessons Learned

Lukas Fischer, Lisa Ehrlinger, Verena Geist et al. · Machine Learning and Knowledge Extraction · 2020 · 55 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Rows per page

1–5 of 9