Roman Kern

Graz University of Technology — Austria

Computer Science · Physical Sciences

25h-index2.3kcitations252works3.02yr avg
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Research Topics

Topic Modeling(52), Natural Language Processing Techniques(38), Semantic Web and Ontologies(25), Advanced Text Analysis Techniques(20), Recommender Systems and Techniques(16)

Publications252 total

Recommendation Fairness in Social Networks Over Time
2025Open Access
Large Language Models for Code Translation: An In-Depth Analysis of Code Smells and Functional Correctness
ACM Transactions on Software Engineering and Methodology·2025
Saga++: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications
ACM Transactions on Database Systems·2025Open Access
Private and Fair Machine Learning: Revisiting the Disparate Impact of Differentially Private SGD
arXiv (Cornell University)·2025Open Access
Detecting abrupt changes in missing time series data
Information Sciences·2025· 1 citedOpen Access
Beyond RGB: Evaluating Event-Based and Light-Field Sensors for Perception in Highly Automated Vehicles
2025
Causal insights from clinical information in radiology: Enhancing future multimodal AI development
Computer Methods and Programs in Biomedicine·2025· 2 cited
Long short-term memory networks for enhancing real-time flood forecasts: a case study for an underperforming hydrologic model
Hydrology and earth system sciences·2025· 4 citedOpen Access
Increasing the Accessibility of Causal Domain Knowledge via Causal Information Extraction Methods: A Case Study in the Semiconductor Manufacturing Industry
Applied Sciences·2025· 2 citedOpen Access
Enhancing OCR in historical documents with complex layouts through machine learning
International Journal on Digital Libraries·2025· 11 citedOpen Access
Large Language Models for Electronic Health Record De-Identification in English and German
Information·2025· 6 citedOpen Access
Exploration of transfer learning techniques for the prediction of PM10
Scientific Reports·2025· 8 citedOpen Access
Automatically generated place descriptions for accurate location identification: a hybrid approach with rule-based methods and LLM
Spatial Cognition and Computation·2025· 2 citedOpen Access
Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey
ACM Computing Surveys·2025· 26 citedOpen Access
From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction
2025Open Access
Ensemble Watermarks for Large Language Models
2025Open Access
A trustworthy hybrid Legal-AI model based on GPT and Prolog
Jusletter IT·2025
On the Role of Priors in Bayesian Causal Learning
IEEE Transactions on Artificial Intelligence·2024Open Access
Text Extraction for Complex Historical Documents: A Modular Approach to Layout Detection and OCR
2024· 1 cited
Constraining Anomaly Detection with Anomaly-Free Regions
2024
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Frequent Co-authors

Mario Lovrić(10), Michael Granitzer(7), Kristina Pavlović(5), Markus Strohmaier(5), Markus Muhr(4), Christian Körner(4), Bernhard C. Geiger(4), Christopher Horn(4), Heimo Gursch(3), Bono Lučić(3), Johannes G. Hoffer(3), Stefan Klampfl(3), Kris Jack(3), Tiago Santos(3), David Cemernek(2), Matej Vuković(2), Stuart K. Grange(2), Mario Zechner(2), Petar Žuvela(2), Ming Wah Wong(2)