Roman Kern

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 89

Top Venues

CoRR

Mensch & Computer Workshopband

SemWebEval@ESWC

CLEF (Working Notes)

Publications

David Fleischhacker, Wolfgang Göderle, Roman Kern
Improving OCR Quality in 19th Century Historical Documents Using a Combined Machine Learning Based Approach. CoRR (2024)
Meng Cao, Hussain Hussain, Sandipan Sikdar, Denis Helic, Markus Strohmaier, Roman Kern
Recommendation Fairness in Social Networks Over Time. CoRR (2024)
Georg Niess, Roman Kern
Stylometric Watermarks for Large Language Models. CoRR (2024)
Asha Choudhary, Matej Vukovic, Belgin Mutlu, Michael Haslgrübler, Roman Kern
Interpretability of Causal Discovery in Tracking Deterioration in a Highly Dynamic Process. Sensors 24 (12) (2024)
David Cemernek, Shafaq Siddiqi, Roman Kern
Effects of Class Imbalance Countermeasures on Interpretability. IEEE Access 12 (2024)
B. Gigerl, Y. Zhao, J. Raminger, Jupiter Bakakeu, Roman Kern, Stefan Thalmann
Predicting Partial Discharges of Transformers: Decision Support System for Factory Acceptance Test. IEEM (2023)
Georgios Koutroulis, Belgin Mutlu, Roman Kern
A Causality-Inspired Approach for Anomaly Detection in a Water Treatment Testbed. Sensors 23 (1) (2023)
Maximilian B. Toller, Bernhard C. Geiger, Roman Kern
Cluster Purging: Efficient Outlier Detection based on Rate-Distortion Theory. CoRR (2023)
Shafaq Siddiqi, Faiza Qureshi, Stefanie N. Lindstaedt, Roman Kern
Detecting Outliers in Non-IID Data: A Systematic Literature Review. IEEE Access 11 (2023)
Lea Demelius, Roman Kern, Andreas Trügler
Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey. CoRR (2023)
Houssam Razouk, Xinglan Liu, Roman Kern
Improving FMEA Comprehensibility via Common-Sense Knowledge Graph Completion Techniques. IEEE Access 11 (2023)
Shafaq Siddiqi, Roman Kern, Matthias Boehm
SAGA: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications. Proc. ACM Manag. Data 1 (3) (2023)
Maximilian Toller, Bernhard C. Geiger, Roman Kern
Cluster Purging: Efficient Outlier Detection Based on Rate-Distortion Theory. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Samuel Sousa, Roman Kern
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing. Artif. Intell. Rev. 56 (2) (2023)
Luca Malinverno, Vesna Barros, Francesco Ghisoni, Giovanni Visonà, Roman Kern, Philip J. Nickel, Barbara Elvira Ventura, Ilija Simic, Sarah Stryeck, Francesca Manni, César Ferri, Claire Jean-Quartier, Laura Genga, Gabriele Beate Schweikert, Mario Lovric, Michal Rosen-Zvi
A historical perspective of biomedical explainable AI research. Patterns 4 (9) (2023)
Philipp Gabler, Bernhard C. Geiger, Barbara Schuppler, Roman Kern
Reconsidering Read and Spontaneous Speech: Causal Perspectives on the Generation of Training Data for Automatic Speech Recognition. Inf. 14 (2) (2023)
David Cemernek, Sandra Cemernek, Heimo Gursch, Ashwini Pandeshwar, Thomas Leitner, Matthias Berger, Gerald Klösch, Roman Kern
Machine learning in continuous casting of steel: a state-of-the-art survey. J. Intell. Manuf. 33 (6) (2022)
Patrick Damme, Marius Birkenbach, Constantinos Bitsakos, Matthias Boehm, Philippe Bonnet, Florina M. Ciorba, Mark Dokter, Pawel Dowgiallo, Ahmed Eleliemy, Christian Faerber, Georgios I. Goumas, Dirk Habich, Niclas Hedam, Marlies Hofer, Wenjun Huang, Kevin Innerebner, Vasileios Karakostas, Roman Kern, Tomaz Kosar, Alexander Krause, Daniel Krems, Andreas Laber, Wolfgang Lehner, Eric Mier, Marcus Paradies, Bernhard Peischl, Gabrielle Poerwawinata, Stratos Psomadakis, Tilmann Rabl, Piotr Ratuszniak, Pedro Silva, Nikolai Skuppin, Andreas Starzacher, Benjamin Steinwender, Ilin Tolovski, Pinar Tözün, Wojciech Ulatowski, Yuanyuan Wang, Izajasz P. Wrosz, Ales Zamuda, Ce Zhang, Xiaoxiang Zhu
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines. CIDR (2022)
Xinglan Liu, Hussain Hussain, Houssam Razouk, Roman Kern
Effective use of BERT in graph embeddings for sparse knowledge graph completion. SAC (2022)
Samuel Sousa, Roman Kern
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing. IACR Cryptol. ePrint Arch. 2022 (2022)
Eileen Salhofer, Xinglan Liu, Roman Kern
Impact of Training Instance Selection on Domain-Specific Entity Extraction using BERT. NAACL-HLT (Student Research Workshop) (2022)
Hussain Hussain, Meng Cao, Sandipan Sikdar, Denis Helic, Elisabeth Lex, Markus Strohmaier, Roman Kern
Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks. CoRR (2022)
Michael Jantscher, Roman Kern
Causal Investigation of Public Opinion during the COVID-19 Pandemic via Social Media Text. LREC (2022)
Samuel Sousa, Roman Kern
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing. CoRR (2022)
Hussain Hussain, Meng Cao, Sandipan Sikdar, Denis Helic, Elisabeth Lex, Markus Strohmaier, Roman Kern
Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks. ICDM (2022)
Georgios Koutroulis, Belgin Mutlu, Roman Kern
Constructing robust health indicators from complex engineered systems via anticausal learning. Eng. Appl. Artif. Intell. 113 (2022)
Joscha Eirich, Georgios Koutroulis, Belgin Mutlu, Dominik Jäckle, Roman Kern, Tobias Schreck, Jürgen Bernard
ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines. IEEE Computer Graphics and Applications 42 (2) (2022)
Hussain Hussain, Tomislav Duricic, Elisabeth Lex, Denis Helic, Markus Strohmaier, Roman Kern
Structack: Structure-based Adversarial Attacks on Graph Neural Networks. HT (2021)
Jan Egger, Antonio Pepe, Christina Gsaxner, Yuan Jin, Jianning Li, Roman Kern
Deep learning - a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact. PeerJ Comput. Sci. 7 (2021)
Stefan Schrunner, Michael Scheiber, Anna Jenul, Anja Zernig, Andre Kästner, Roman Kern
Machine Learning based Indicators to Enhance Process Monitoring by Pattern Recognition. CoRR (2021)
Hussain Hussain, Tomislav Duricic, Elisabeth Lex, Denis Helic, Roman Kern
The interplay between communities and homophily in semi-supervised classification using graph neural networks. Appl. Netw. Sci. 6 (1) (2021)
Patrick Ofner, Roman Kern
State-Space Constraints Improve the Generalization of the Differentiable Neural Computer in some Algorithmic Tasks. CoRR (2021)
Heimo Gursch, Harald Ganster, Alfred Rinnhofer, Georg Waltner, Christian Payer, Christian Oberwinkler, Reinhard Meisenbichler, Roman Kern
KI-Waste - Combining Image Recognition and Time Series Analysis in Refuse Sorting. MuC (Workshopband) (2021)
Hussain Hussain, Tomislav Duricic, Elisabeth Lex, Denis Helic, Markus Strohmaier, Roman Kern
Structack: Structure-based Adversarial Attacks on Graph Neural Networks. CoRR (2021)
Samuel Sousa, Christian Guetl, Roman Kern
Privacy in Open Search: A Review of Challenges and Solutions. CoRR (2021)
Georgios Koutroulis, Leo Botler, Belgin Mutlu, Konrad Diwold, Kay Römer, Roman Kern
KOMPOS: Connecting Causal Knots in Large Nonlinear Time Series with Non-Parametric Regression Splines. ACM Trans. Intell. Syst. Technol. 12 (5) (2021)
Adrian Remonda, Sarah Krebs, Eduardo E. Veas, Granit Luzhnica, Roman Kern
Formula RL: Deep Reinforcement Learning for Autonomous Racing using Telemetry Data. CoRR (2021)
Hussain Hussain, Tomislav Duricic, Elisabeth Lex, Roman Kern, Denis Helic
On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks. COMPLEX NETWORKS (2) (2020)
Maximilian Toller, Bernhard C. Geiger, Roman Kern
A Formally Robust Time Series Distance Metric. CoRR (2020)
Mario Lovric, Richard Meister, Thomas Steck, Leon Fadljevic, Johann Gerdenitsch, Stefan Schuster, Lukas Schiefermüller, Stefanie N. Lindstaedt, Roman Kern
Parasitic resistance as a predictor of faulty anodes in electro galvanizing: a comparison of machine learning, physical and hybrid models. Adv. Model. Simul. Eng. Sci. 7 (1) (2020)
Hussain Hussain, Tomislav Duricic, Elisabeth Lex, Roman Kern, Denis Helic
On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks. CoRR (2020)
Stefan Schrunner, Bernhard C. Geiger, Anja Zernig, Roman Kern
A generative semi-supervised classifier for datasets with unknown classes. SAC (2020)
Nikolaos Nikolaou, Ingo P. Waldmann, Angelos Tsiaras, Mario Morvan, Billy Edwards, Kai Hou Yip, Giovanna Tinetti, Subhajit Sarkar, James M. Dawson, Vadim Borisov, Gjergji Kasneci, Matej Petkovic, Tomaz Stepisnik, Tarek Al-Ubaidi, Rachel Louise Bailey, Michael Granitzer, Sahib Julka, Roman Kern, Patrick Ofner, Stefan Wagner, Lukas Heppe, Mirko Bunse, Katharina Morik
Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots. CoRR (2020)
Andi Rexha, Mauro Dragoni, Roman Kern
A Neural-based Architecture For Small Datasets Classification. JCDL (2020)
Georgios Koutroulis, Tiago Santos, Michael Wiedemann, Christian Faistauer, Roman Kern, Stefan Thalmann
Enhanced Active Learning of Convolutional Neural Networks: A Case Study for Defect Classification in the Semiconductor Industry. KDIR (2020)
Tiago Santos, Simon Walk, Roman Kern, Markus Strohmaier, Denis Helic
Activity Archetypes in Question-and-Answer (Q8A) Websites - A Study of 50 Stack Exchange Instances. ACM Trans. Soc. Comput. 2 (1) (2019)
Florian Steinbauer, Roman Kern, Mark Kröll
Chatbots Assisting German Business Management Applications. IEA/AIE (2019)
Tiago Santos, Simon Walk, Roman Kern, Markus Strohmaier, Denis Helic
Self- and Cross-Excitation in Stack Exchange Question & Answer Communities. WWW (2019)
Heimo Gursch, David Cemernek, Andreas Wuttei, Roman Kern
Cyber-Physical Systems as Enablers in Manufacturing Communication andWorker Support. Mensch & Computer Workshopband (2019)
Maximilian Toller, Tiago Santos, Roman Kern
SAZED: parameter-free domain-agnostic season length estimation in time series data. Data Min. Knowl. Discov. 33 (6) (2019)
Maximilian Toller, Roman Kern
Robust Parameter-Free Season Length Detection in Time Series. CoRR (2019)
Stefan Schrunner, Anna Jenul, Michael Scheiber, Anja Zernig, Andre Kästner, Roman Kern
A Health Factor for Process Patterns Enhancing Semiconductor Manufacturing by Pattern Recognition in Analog Wafermaps. SMC (2019)
Dominik Kowald, Matthias Traub, Dieter Theiler, Heimo Gursch, Emanuel Lacic, Stefanie N. Lindstaedt, Roman Kern, Elisabeth Lex
Using the Open Meta Kaggle Dataset to Evaluate Tripartite Recommendations in Data Markets. CoRR (2019)
Kevin Winter, Roman Kern
Know-Center at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter using CNNs. SemEval@NAACL-HLT (2019)
Andi Rexha, Mark Kröll, Hermann Ziak, Roman Kern
Authorship identification of documents with high content similarity. Scientometrics 115 (1) (2018)
Akim Bassa, Mark Kröll, Roman Kern
GerIE - An Open Information Extraction System for the German Language. J. Univers. Comput. Sci. 24 (1) (2018)
Günter Urak, Hermann Ziak, Roman Kern
Source selection of long tail sources for federated search in an uncooperative setting. SAC (2018)
Heimo Gursch, Nelson Silva, Bernhard Reiterer, Lucas Paletta, Patrick Bernauer, Martin Fuchs, Eduardo E. Veas, Roman Kern
Flexible Scheduling for Human Robot Collaboration in Intralogistics Teams. Mensch & Computer Workshopband (2018)
Stefan Schrunner, Olivia Bluder, Anja Zernig, Andre Kästner, Roman Kern
A Comparison of Supervised Approaches for Process Pattern Recognition in Analog Semiconductor Wafer Test Data. ICMLA (2018)
Darko Stanisavljevic, Manfred Rosenberger, Gernot Lechner, Stefan Körner, Roman Kern, Bernd Jeitler, Alexander Stocker
Ein Industrie 4.0-Use Case in der Motorenproduktion. Mensch & Computer Workshopband (2018)
Andi Rexha, Mark Kröll, Mauro Dragoni, Roman Kern
The CLAUSY System at ESWC-2018 Challenge on Semantic Sentiment Analysis. SemWebEval@ESWC (2018)
Bohdan Andrusyak, Mykhailo Rimel, Roman Kern
Detection of Abusive Speech for Mixed Sociolects of Russian and Ukrainian Languages. RASLAN (2018)
Tiago Santos, Roman Kern
Understanding wafer patterns in semiconductor production with variational auto-encoders. ESANN (2018)
David Cemernek, Heimo Gursch, Roman Kern
Big data as a promoter of industry 4.0: Lessons of the semiconductor industry. INDIN (2017)
Thomas Felber, Roman Kern
Graz University of Technology at CL-SciSumm 2017: Query Generation Strategies. BIRNDL@SIGIR (2) (2017)
Andi Rexha, Mark Kröll, Hermann Ziak, Roman Kern
Extending Scientific Literature Search by Including the Author's Writing Style. BIR@ECIR (2017)
Roman Kern, Stefan Falk, Andi Rexha
Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator. SemEval@ACL (2017)
Tiago Santos, Simon Walk, Roman Kern, Markus Strohmaier, Denis Helic
Activity in Questions & Answers Websites. CoRR (2017)
Stefan Schrunner, Olivia Bluder, Anja Zernig, Andre Kästner, Roman Kern
Markov random fields for pattern extraction in analog wafer test data. IPTA (2017)
Mauro Dragoni, Andi Rexha, Hermann Ziak, Roman Kern
A semantic federated search engine for domain-specific document retrieval. SAC (2017)
Andi Rexha, Mark Kröll, Mauro Dragoni, Roman Kern
Opinion Mining with a Clause-Based Approach. SemWebEval@ESWC (2017)
Hermann Ziak, Roman Kern
Evaluation of Contextualization and Diversification Approaches in Aggregated Search. DEXA Workshops (2017)
Heimo Gursch, David Cemernek, Roman Kern
Multi-Loop Feedback Hierarchy Involving Human Workers in Manufacturing Processes. Mensch & Computer Workshopband (2017)
Stefan Klampfl, Roman Kern
Reconstructing the Logical Structure of a Scientific Publication Using Machine Learning. SemWebEval@ESWC (2016)
Andi Rexha, Mauro Dragoni, Roman Kern, Mark Kröll
An Information Retrieval Based Approach for Multilingual Ontology Matching. NLDB (2016)
Hermann Ziak, Roman Kern
KNOW At The Social Book Search Lab 2016 Suggestion Track. CLEF (Working Notes) (2016)
Stefan Falk, Andi Rexha, Roman Kern
Know-Center at SemEval-2016 Task 5: Using Word Vectors with Typed Dependencies for Opinion Target Expression Extraction. SemEval@NAACL-HLT (2016)
Oliver Pimas, Andi Rexha, Mark Kröll, Roman Kern
Profiling Microblog Authors using Concreteness and Sentiment - Know-Center at PAN 2016 Author Profiling. CLEF (Working Notes) (2016)
Tiago Santos, Roman Kern
A Literature Survey of Early Time Series Classification and Deep Learning. SAMI@iKNOW (2016)
Günter Urak, Hermann Ziak, Roman Kern
Do Ambiguous Words Improve Probing for Federated Search? TPDL (2016)
Hermann Ziak, Roman Kern
Query Splitting for Context-Driven Federated Recommendations. DEXA Workshops (2016)
Heimo Gursch, Stefan Körner, Hannes Krasser, Roman Kern
Parameter Forecasting for Vehicle Paint Quality Optimisation. Mensch & Computer Workshopband (2016)
Andi Rexha, Mark Kröll, Mauro Dragoni, Roman Kern
Exploiting Propositions for Opinion Mining. SemWebEval@ESWC (2016)
Hermann Ziak, Andi Rexha, Roman Kern
KNOW At The Social Book Search Lab 2016 Mining Track. CLEF (Working Notes) (2016)
Andi Rexha, Stefan Klampfl, Mark Kröll, Roman Kern
Towards a More Fine Grained Analysis of Scientific Authorship: Predicting the Number of Authors Using Stylometric Features. BIR@ECIR (2016)
Stefan Klampfl, Andi Rexha, Roman Kern
Identifying Referenced Text in Scientific Publications by Summarisation and Classification Techniques. BIRNDL@JCDL (2016)
Andi Rexha, Mark Kröll, Mauro Dragoni, Roman Kern
Polarity Classification for Target Phrases in Tweets: A Word2Vec Approach. ESWC (Satellite Events) (2016)
Oliver Pimas, Stefan Klampfl, Thomas Kohl, Roman Kern, Mark Kröll
Generating Tailored Classification Schemas for German Patents. NLDB (2016)
Belgin Mutlu, Vedran Sabol, Heimo Gursch, Roman Kern
From Data to Visualisations and Back: Selecting Visualisations Based on Data and System Design Considerations. CoRR (2016)
Christopher Horn, Roman Kern
Deriving Public Transportation Timetables with Large-Scale Cell Phone Data. ANT/SEIT (2015)
Matthias Frey, Roman Kern
Efficient Table Annotation for Digital Articles. D Lib Mag. 21 (11/12) (2015)
Gunnar Schulze, Christopher Horn, Roman Kern
Map-Matching Cell Phone Trajectories of Low Spatial and Temporal Accuracy. ITSC (2015)
Raoul Rubien, Hermann Ziak, Roman Kern
Efficient Search Result Diversification via Query Expansion Using Knowledge Bases. DEXA Workshops (2015)
Oliver Pimas, Mark Kröll, Roman Kern
Know-Center at PAN 2015 Author Identification: Notebook for PAN at CLEF 2015. CLEF (Working Notes) (2015)
Stefan Klampfl, Roman Kern
Machine Learning Techniques for Automatically Extracting Contextual Information from Scientific Publications. SemWebEval@ESWC (2015)
Heimo Gursch, Hermann Ziak, Roman Kern
Unified Information Access for Knowledge Workers via a Federated Recommender System. Mensch & Computer Workshopband (2015)
Hermann Ziak, Roman Kern
Evaluation of Pseudo Relevance Feedback Techniques for Cross Vertical Aggregated Search. CLEF (2015)
Andi Rexha, Stefan Klampfl, Mark Kröll, Roman Kern
Towards Authorship Attribution for Bibliometrics using Stylometric Features. CLBib@ISSI (2015)
Alexander Stocker, Markus Zoier, Selver Softic, Stefan Paschke, Heimo Bischofter, Roman Kern
Is enterprise search useful at all?: lessons learned from studying user behavior. I-KNOW (2014)
Mark Kröll, Stefan Klampfl, Roman Kern
Towards a Marketplace for the Scientific Community: Accessing Knowledge from the Computer Science Domain. D Lib Mag. 20 (11/12) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Roman Kern