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R

Roman Kern

Graz University of Technology

25H-index
253Paper Count
2.3KCitation Count
Published Papers 23
Publication Date
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Long short-term memory networks for enhancing real-time flood forecasts: a case study for an underperforming hydrologic model
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2025-04-17
err0
errOAAI
errGegenleithner, Sebastian; Pirker, Manuel; Dorfmann, Clemens; Kern, Roman; Schneider, Josef
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Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey
errACM COMPUTING SURVEYS
IF28
err2025-02-10
err0
errOAAI
errDemelius, Lea; Kern, Roman; Truegler, Andreas
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errSave
Exploration of transfer learning techniques for the prediction of PM10
errSCIENTIFIC REPORTS
IF3.9
err2025-01-23
err0
errOAAI
errPoelzl, Michael; Kern, Roman; Kecorius, Simonas; Lovric, Mario
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errSave
Assessing trustworthy AI: Technical and legal perspectives of fairness in AI
errCOMPUTER LAW & SECURITY REVIEW
IF3.2
err2024-11-01
err0
errOAAI
errKattnig, Markus; Angerschmid, Alessa; Reichel, Thomas; Kern, Roman
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errSave
Robust Bayesian target vector optimization for multi-stage manufacturing processes
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2024-09-01
err2
PREAI
errHoffer, J. G.; Geiger, B. C.; Kern, R.
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Image capturing, segmentation and data analysis of shredded refuse streams
errWASTE MANAGEMENT & RESEARCH
IF4.3
err2024-06-23
err0
PREAI
errGursch, Heimo; Schlager, Elke; Thaler, Franz; Waltner, Georg; Ganster, Harald; Rinnhofer, Alfred; Jaschik, Malte; Oberwinkler, Christian; Meisenbichler, Reinhard; Bischof, Horst; Kern, Roman
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Interpretability of Causal Discovery in Tracking Deterioration in a Highly Dynamic Process
errSENSORS
IF3.5
err2024-06-08
err0
errOAAI
errChoudhary, Asha; Vukovic, Matej; Mutlu, Belgin; Haslgruebler, Michael; Kern, Roman
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errSave
Effects of Class Imbalance Countermeasures on Interpretability
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errCemernek, David; Siddiqi, Shafaq; Kern, Roman
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A historical perspective of biomedical explainable AI research
errPATTERNS
IF7.4
err2023-09-01
err9
errOAAI
errMalinverno, Luca; Barros, Vesna; Ghisoni, Francesco; Visona, Giovanni; Kern, Roman; Nickel, Philip J.; Ventura, Barbara Elvira; Simic, Ilija; Stryeck, Sarah; Manni, Francesca; Ferri, Cesar; Jean-Quartier, Claire; Genga, Laura; Schweikert, Gabriele; Lovri, Mario; Rosen-Zvi, Michal
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Information extraction from German radiological reports for general clinical text and language understanding
errSCIENTIFIC REPORTS
IF3.9
err2023-02-09
err12
errOAAI
errJantscher, Michael; Gunzer, Felix; Kern, Roman; Hassler, Eva; Tschauner, Sebastian; Reishofer, Gernot
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Detecting Outliers in Non-IID Data: A Systematic Literature Review
errIEEE ACCESS
IF3.6
err2023-01-01
err0
errOAAI
errSiddiqi, Shafaq; Qureshi, Faiza; Lindstaedt, Stefanie; Kern, Roman
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Improving FMEA Comprehensibility via Common-Sense Knowledge Graph Completion Techniques
errIEEE ACCESS
IF3.6
err2023-01-01
err3
errOAAI
errRazouk, Houssam; Liu, Xing Lan; Kern, Roman
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A Causality-Inspired Approach for Anomaly Detection in a Water Treatment Testbed
errSENSORS
IF3.5
err2022-12-27
err6
errOAAI
errKoutroulis, Georgios; Mutlu, Belgin; Kern, Roman
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errSave
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2022-05-21
err15
errOAAI
errSousa, Samuel; Kern, Roman
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errSave
KOMPOS: Connecting Causal Knots in Large Nonlinear Time Series with Non-Parametric Regression Splines
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2021-11-24
err3
PREAI
errKoutroulis, Georgios; Botler, Leo; Mutlu, Belgin; Diwold, Konrad; Roemer, Kay; Kern, Roman
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errSave
Deep learning-a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact
errPEERJ COMPUTER SCIENCE
IF2.5
err2021-11-17
err19
errOAAI
errEgger, Jan; Pepe, Antonio; Gsaxner, Christina; Jin, Yuan; Li, Jianning; Kern, Roman
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errSave
Should We Embed in Chemistry? A Comparison of Unsupervised Transfer Learning with PCA, UMAP, and VAE on Molecular Fingerprints
errPHARMACEUTICALS
IF4.8
err2021-08-02
err17
errOAAI
errLovric, Mario; Duricic, Tomislav; Tran, Han T. N.; Hussain, Hussain; Lacic, Emanuel; Rasmussen, Morten A.; Kern, Roman
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errSave
Understanding the true effects of the COVID-19 lockdown on air pollution by means of machine learning
errENVIRONMENTAL POLLUTION
IF7.3
err2021-04-01
err56
errOAAI
errLovric, Mario; Pavlovic, Kristina; Vukovic, Matej; Grange, Stuart K.; Haberl, Michael; Kern, Roman
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Machine learning in continuous casting of steel: a state-of-the-art survey
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2021-03-19
err53
PREAI
errCemernek, David; Cemernek, Sandra; Gursch, Heimo; Pandeshwar, Ashwini; Leitner, Thomas; Berger, Matthias; Klosch, Gerald; Kern, Roman
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errSave
Predictive Capability of QSAR Models Based on the CompTox Zebrafish Embryo Assays: An Imbalanced Classification Problem
errMOLECULES
IF4.6
err2021-03-15
err11
errOAAI
errLovric, Mario; Malev, Olga; Klobucar, Goran; Kern, Roman; Liu, Jay J.; Lucic, Bono
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Research Directions

No research directions
Co-authors
Cooperation Journals
C
Christian Körner
H-index: 135 · Papers: 916
H
Horst Bischof
H-index: 86 · Papers: 929
M
Morten Arendt Rasmussen
H-index: 50 · Papers: 296
K
Kay Römer
H-index: 46 · Papers: 336
J
Josef Schneider
H-index: 41 · Papers: 445
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