Aspects of Broad Folksonomies. - Mathias Lux; Michael Granitzer; Roman Kern (DEXA Workshops, 2007)

Distributed Web2.0 crawling for ontology evolution. - Andreas Juffinger; Thomas Neidhart; Albert Weichselbraun; Gerhard Wohlgenannt; Michael Granitzer; Roman Kern; Arno Scharl (ICDIM, 2007)

Crosslanguage Retrieval Based on Wikipedia Statistics. - Andreas Juffinger; Roman Kern; Michael Granitzer (CLEF, 2008)

Exploiting Cooccurrence on Corpus and Document Level for Fair Crosslanguage Retrieval. - Andreas Juffinger; Roman Kern; Michael Granitzer (CLEF (Working Notes), 2008)

Recommending Tags for Pictures Based on Text, Visual Content and User Context. - Stefanie N. Lindstaedt; Viktoria Pammer; Roland Mörzinger; Roman Kern; Helmut Mülner; Claudia Wagner 001 (ICIW, 2008)

Extending Folksonomies for Image Tagging. - Roman Kern; Michael Granitzer; Viktoria Pammer (WIAMIS, 2008)

Evaluation of Axiomatic Approaches to Crosslanguage Retrieval. - Roman Kern; Andreas Juffinger; Michael Granitzer (CLEF (1), 2009)

Application of Axiomatic Approaches to Crosslanguage Retrieval. - Roman Kern; Andreas Juffinger; Michael Granitzer (CLEF (Working Notes), 2009)

Efficient linear text segmentation based on information retrieval techniques. - Roman Kern; Michael Granitzer (MEDES, 2009)

Distributed Web 2.0 Crawling for Ontology Evolution. - Andreas Juffinger; Thomas Neidhart; Michael Granitzer; Roman Kern; Albert Weichselbraun; Gerhard Wohlgenannt; Arno Scharl (J. Digit. Inf. Manag., 2009)

ARS/SD: An Associative Retrieval Service for the Semantic Desktop. - Peter Scheir; Chiara Ghidini; Roman Kern; Michael Granitzer; Stefanie N. Lindstaedt (Networked Knowledge - Networked Media - Integrating Knowledge Management, 2009)

External and Intrinsic Plagiarism Detection Using a Cross-Lingual Retrieval and Segmentation System - Lab Report for PAN at CLEF 2010. - Markus Muhr; Roman Kern; Mario Zechner; Michael Granitzer (CLEF (Notebook Papers/LABs/Workshops), 2010)

German Encyclopedia Alignment Based on Information Retrieval Techniques. - Roman Kern; Michael Granitzer (ECDL, 2010)

Exploring the Influence of Tagging Motivation on Tagging Behavior. - Roman Kern; Christian Körner; Markus Strohmaier (ECDL, 2010)

Of categorizers and describers: an evaluation of quantitative measures for tagging motivation. - Christian Körner; Roman Kern; Hans-Peter Grahsl; Markus Strohmaier (HT, 2010)

Why do Users Tag? Detecting Users' Motivation for Tagging in Social Tagging Systems. - Markus Strohmaier; Christian Körner; Roman Kern (ICWSM, 2010)

KCDC: Word Sense Induction by Using Grammatical Dependencies and Sentence Phrase Structure. - Roman Kern; Markus Muhr; Michael Granitzer (SemEval@ACL, 2010)

Analysis of structural relationships for hierarchical cluster labeling. - Markus Muhr; Roman Kern; Michael Granitzer (SIGIR, 2010)

A hybrid system for German encyclopedia alignment. - Roman Kern; Christin Seifert; Michael Granitzer (Int. J. Digit. Libr., 2010)

Vote/Veto Meta-Classifier for Authorship Identification - Notebook for PAN at CLEF 2011. - Roman Kern; Christin Seifert; Mario Zechner; Michael Granitzer (CLEF (Notebook Papers/Labs/Workshop), 2011)

Model Selection Strategies for Author Disambiguation. - Roman Kern; Mario Zechner; Michael Granitzer (DEXA Workshops, 2011)

Vote/Veto Classification, Ensemble Clustering and Sequence Classification for Author Identification. - Roman Kern; Stefan Klampfl; Mario Zechner (CLEF (Online Working Notes/Labs/Workshop), 2012)

Unleashing Semantics of Research Data. - Florian Stegmaier; Christin Seifert; Roman Kern; Patrick Höfler; Sebastian Bayerl; Michael Granitzer; Harald Kosch; Stefanie N. Lindstaedt; Belgin Mutlu; Vedran Sabol; Kai Schlegel; Stefan Zwicklbauer (WBDB, 2012)

A comparison of layout based bibliographic metadata extraction techniques. - Michael Granitzer; Maya Hristakeva; Robert Knight; Kris Jack; Roman Kern (WIMS, 2012)

TeamBeam - Meta-Data Extraction from Scientific Literature. - Roman Kern; Kris Jack; Maya Hristakeva; Michael Granitzer (D Lib Mag., 2012)

Evaluation of Folksonomy Induction Algorithms. - Markus Strohmaier; Denis Helic; Dominik Benz; Christian Körner; Roman Kern (ACM Trans. Intell. Syst. Technol., 2012)

Understanding why users tag: A survey of tagging motivation literature and results from an empirical study. - Markus Strohmaier; Christian Körner; Roman Kern (J. Web Semant., 2012)

Grammar Checker Features for Author Identification and Author Profiling Notebook for PAN at CLEF 2013. - Roman Kern (CLEF (Working Notes), 2013)

An Unsupervised Machine Learning Approach to Body Text and Table of Contents Extraction from Digital Scientific Articles. - Stefan Klampfl; Roman Kern (TPDL, 2013)

Integrating User Preferences Into Distance Metrics. - Mark Kröll; Vedran Sabol; Roman Kern; Michael Granitzer (LWA, 2013)

Using Factual Density to Measure Informativeness of Web Documents. - Christopher Horn; Alisa Zhila; Alexander F. Gelbukh; Roman Kern; Elisabeth Lex (NODALIDA, 2013)

Crowdsourcing Fact Extraction from Scientific Literature. - Christin Seifert; Michael Granitzer; Patrick Höfler; Belgin Mutlu; Vedran Sabol; Kai Schlegel; Sebastian Bayerl; Florian Stegmaier; Stefan Zwicklbauer; Roman Kern (CHI-KDD, 2013)

KnCe2013-CORE: Semantic Text Similarity by use of Knowledge Bases. - Hermann Ziak; Roman Kern (*SEM@NAACL-HLT, 2013)

Extraction of References Using Layout and Formatting Information from Scientific Articles. - Roman Kern; Stefan Klampfl (D Lib Mag., 2013)

Text Representation for Efficient Document Annotation. - Christin Seifert; Eva Ulbrich; Roman Kern; Michael Granitzer (J. Univers. Comput. Sci., 2013)

{{citation needed}}: Filling in Wikipedia's Citation Shaped Holes. - Kris Jack; Pablo López-García; Maya Hristakeva; Roman Kern (BIR@ECIR, 2014)

Is enterprise search useful at all?: lessons learned from studying user behavior. - Alexander Stocker; Markus Zoier; Selver Softic; Stefan Paschke; Heimo Bischofter; Roman Kern (I-KNOW, 2014)

Automatic Summarization for Terminology Recommendation: The Case of the NCBO Ontology Recommender. - Pablo López-García; Stefan Schulz 001; Roman Kern (SWAT4LS, 2014)

Recommending Scientific Literature: Comparing Use-Cases and Algorithms. - Roman Kern; Kris Jack; Michael Granitzer (CoRR, 2014)

A Comparison of Two Unsupervised Table Recognition Methods from Digital Scientific Articles. - Stefan Klampfl; Kris Jack; Roman Kern (D Lib Mag., 2014)

Towards a Marketplace for the Scientific Community: Accessing Knowledge from the Computer Science Domain. - Mark Kröll; Stefan Klampfl; Roman Kern (D Lib Mag., 2014)

Unsupervised document structure analysis of digital scientific articles. - Stefan Klampfl; Michael Granitzer; Kris Jack; Roman Kern (Int. J. Digit. Libr., 2014)

Deriving Public Transportation Timetables with Large-Scale Cell Phone Data. - Christopher Horn; Roman Kern (ANT/SEIT, 2015)

Know-Center at PAN 2015 Author Identification: Notebook for PAN at CLEF 2015. - Oliver Pimas; Mark Kröll; Roman Kern (CLEF (Working Notes), 2015)

Evaluation of Pseudo Relevance Feedback Techniques for Cross Vertical Aggregated Search. - Hermann Ziak; Roman Kern (CLEF, 2015)

Efficient Search Result Diversification via Query Expansion Using Knowledge Bases. - Raoul Rubien; Hermann Ziak; Roman Kern (DEXA Workshops, 2015)

Machine Learning Techniques for Automatically Extracting Contextual Information from Scientific Publications. - Stefan Klampfl; Roman Kern (SemWebEval@ESWC, 2015)

Towards Authorship Attribution for Bibliometrics using Stylometric Features. - Andi Rexha; Stefan Klampfl; Mark Kröll; Roman Kern (CLBib@ISSI, 2015)

Map-Matching Cell Phone Trajectories of Low Spatial and Temporal Accuracy. - Gunnar Schulze; Christopher Horn; Roman Kern (ITSC, 2015)

Unified Information Access for Knowledge Workers via a Federated Recommender System. - Heimo Gursch; Hermann Ziak; Roman Kern (MuC (Workshopband), 2015)

Efficient Table Annotation for Digital Articles. - Matthias Frey; Roman Kern (D Lib Mag., 2015)

Profiling Microblog Authors using Concreteness and Sentiment - Know-Center at PAN 2016 Author Profiling. - Oliver Pimas; Andi Rexha; Mark Kröll; Roman Kern (CLEF (Working Notes), 2016)

KNOW At The Social Book Search Lab 2016 Suggestion Track. - Hermann Ziak; Roman Kern (CLEF (Working Notes), 2016)

KNOW At The Social Book Search Lab 2016 Mining Track. - Hermann Ziak; Andi Rexha; Roman Kern (CLEF (Working Notes), 2016)

Query Splitting for Context-Driven Federated Recommendations. - Hermann Ziak; Roman Kern (DEXA Workshops, 2016)

Towards a More Fine Grained Analysis of Scientific Authorship: Predicting the Number of Authors Using Stylometric Features. - Andi Rexha; Stefan Klampfl; Mark Kröll; Roman Kern (BIR@ECIR, 2016)

Do Ambiguous Words Improve Probing for Federated Search? - Günter Urak; Hermann Ziak; Roman Kern (TPDL, 2016)

Reconstructing the Logical Structure of a Scientific Publication Using Machine Learning. - Stefan Klampfl; Roman Kern (SemWebEval@ESWC, 2016)

Polarity Classification for Target Phrases in Tweets: A Word2Vec Approach. - Andi Rexha; Mark Kröll; Mauro Dragoni; Roman Kern (ESWC (Satellite Events), 2016)

Exploiting Propositions for Opinion Mining. - Andi Rexha; Mark Kröll; Mauro Dragoni; Roman Kern (SemWebEval@ESWC, 2016)

A Literature Survey of Early Time Series Classification and Deep Learning. - Tiago Santos; Roman Kern (SAMI@iKNOW, 2016)

Identifying Referenced Text in Scientific Publications by Summarisation and Classification Techniques. - Stefan Klampfl; Andi Rexha; Roman Kern (BIRNDL@JCDL, 2016)

Parameter Forecasting for Vehicle Paint Quality Optimisation. - Heimo Gursch; Stefan Körner; Hannes Krasser; Roman Kern (MuC (Workshopband), 2016)

Generating Tailored Classification Schemas for German Patents. - Oliver Pimas; Stefan Klampfl; Thomas Kohl; Roman Kern; Mark Kröll (NLDB, 2016)

An Information Retrieval Based Approach for Multilingual Ontology Matching. - Andi Rexha; Mauro Dragoni; Roman Kern; Mark Kröll (NLDB, 2016)

Know-Center at SemEval-2016 Task 5: Using Word Vectors with Typed Dependencies for Opinion Target Expression Extraction. - Stefan Falk; Andi Rexha; Roman Kern (SemEval@NAACL-HLT, 2016)

From Data to Visualisations and Back: Selecting Visualisations Based on Data and System Design Considerations. - Belgin Mutlu; Vedran Sabol; Heimo Gursch; Roman Kern (CoRR, 2016)

Evaluation of Contextualization and Diversification Approaches in Aggregated Search. - Hermann Ziak; Roman Kern (DEXA Workshops, 2017)

Extending Scientific Literature Search by Including the Author's Writing Style. - Andi Rexha; Mark Kröll; Hermann Ziak; Roman Kern (BIR@ECIR, 2017)

Opinion Mining with a Clause-Based Approach. - Andi Rexha; Mark Kröll; Mauro Dragoni; Roman Kern (SemWebEval@ESWC, 2017)

Big data as a promoter of industry 4.0: Lessons of the semiconductor industry. - David Cemernek; Heimo Gursch; Roman Kern (INDIN, 2017)

Markov random fields for pattern extraction in analog wafer test data. - Stefan Schrunner; Olivia Bluder; Anja Zernig; Andre Kästner; Roman Kern (IPTA, 2017)

Multi-Loop Feedback Hierarchy Involving Human Workers in Manufacturing Processes. - Heimo Gursch; David Cemernek; Roman Kern (MuC (Workshopband), 2017)

A semantic federated search engine for domain-specific document retrieval. - Mauro Dragoni; Andi Rexha; Hermann Ziak; Roman Kern (SAC, 2017)

Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator. - Roman Kern; Stefan Falk; Andi Rexha (SemEval@ACL, 2017)

Graz University of Technology at CL-SciSumm 2017: Query Generation Strategies. - Thomas Felber; Roman Kern (BIRNDL@SIGIR (2), 2017)

Activity in Questions & Answers Websites. - Tiago Santos; Simon Walk; Roman Kern; Markus Strohmaier; Denis Helic (CoRR, 2017)

Ubiquitous Access to Digital Cultural Heritage. - Christin Seifert; Werner Bailer; Thomas Orgel; Louis Gantner; Roman Kern; Hermann Ziak; Albin Petit; Jörg Schlötterer; Stefan Zwicklbauer; Michael Granitzer (ACM Journal on Computing and Cultural Heritage, 2017)

Understanding wafer patterns in semiconductor production with variational auto-encoders. - Tiago Santos; Roman Kern (ESANN, 2018)

The CLAUSY System at ESWC-2018 Challenge on Semantic Sentiment Analysis. - Andi Rexha; Mark Kröll; Mauro Dragoni; Roman Kern (SemWebEval@ESWC, 2018)

A Comparison of Supervised Approaches for Process Pattern Recognition in Analog Semiconductor Wafer Test Data. - Stefan Schrunner; Olivia Bluder; Anja Zernig; Andre Kästner; Roman Kern (ICMLA, 2018)

Flexible Scheduling for Human Robot Collaboration in Intralogistics Teams. - Heimo Gursch; Nelson Silva; Bernhard Reiterer; Lucas Paletta; Patrick Bernauer; Martin Fuchs; Eduardo E. Veas; Roman Kern (MuC (Workshopband), 2018)

Ein Industrie 4.0-Use Case in der Motorenproduktion. - Darko Stanisavljevic; Manfred Rosenberger; Gernot Lechner; Stefan Körner; Roman Kern; Bernd Jeitler; Alexander Stocker (MuC (Workshopband), 2018)

Detection of Abusive Speech for Mixed Sociolects of Russian and Ukrainian Languages. - Bohdan Andrusyak; Mykhailo Rimel; Roman Kern (RASLAN, 2018)

Source selection of long tail sources for federated search in an uncooperative setting. - Günter Urak; Hermann Ziak; Roman Kern (SAC, 2018)

GerIE - An Open Information Extraction System for the German Language. - Akim Bassa; Mark Kröll; Roman Kern (J. Univers. Comput. Sci., 2018)

Authorship identification of documents with high content similarity. - Andi Rexha; Mark Kröll; Hermann Ziak; Roman Kern (Scientometrics, 2018)

Chatbots Assisting German Business Management Applications. - Florian Steinbauer; Roman Kern; Mark Kröll (IEA/AIE, 2019)

Cyber-Physical Systems as Enablers in Manufacturing Communication andWorker Support. - Heimo Gursch; David Cemernek; Andreas Wuttei; Roman Kern (MuC (Workshopband), 2019)

Know-Center at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter using CNNs. - Kevin Winter; Roman Kern (SemEval@NAACL-HLT, 2019)

A Health Factor for Process Patterns Enhancing Semiconductor Manufacturing by Pattern Recognition in Analog Wafermaps. - Stefan Schrunner; Anna Jenul; Michael Scheiber; Anja Zernig; Andre Kästner; Roman Kern (SMC, 2019)

Self- and Cross-Excitation in Stack Exchange Question & Answer Communities. - Tiago Santos; Simon Walk; Roman Kern; Markus Strohmaier; Denis Helic (WWW, 2019)

Using the Open Meta Kaggle Dataset to Evaluate Tripartite Recommendations in Data Markets. - Dominik Kowald; Matthias Traub; Dieter Theiler; Heimo Gursch; Emanuel Lacic; Stefanie N. Lindstaedt; Roman Kern; Elisabeth Lex (CoRR, 2019)

Robust Parameter-Free Season Length Detection in Time Series. - Maximilian Toller; Roman Kern (CoRR, 2019)

SAZED: parameter-free domain-agnostic season length estimation in time series data. - Maximilian Toller; Tiago Santos; Roman Kern (Data Min. Knowl. Discov., 2019)

Activity Archetypes in Question-and-Answer (Q8A) Websites - A Study of 50 Stack Exchange Instances. - Tiago Santos; Simon Walk; Roman Kern; Markus Strohmaier; Denis Helic (ACM Trans. Soc. Comput., 2019)

On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks. - Hussain Hussain; Tomislav Duricic; Elisabeth Lex; Roman Kern; Denis Helic (COMPLEX NETWORKS (2), 2020)

Enhanced Active Learning of Convolutional Neural Networks: A Case Study for Defect Classification in the Semiconductor Industry. - Georgios Koutroulis; Tiago Santos; Michael Wiedemann; Christian Faistauer; Roman Kern; Stefan Thalmann (KDIR, 2020)

A Neural-based Architecture For Small Datasets Classification. - Andi Rexha; Mauro Dragoni; Roman Kern (JCDL, 2020)

A generative semi-supervised classifier for datasets with unknown classes. - Stefan Schrunner; Bernhard C. Geiger; Anja Zernig; Roman Kern (SAC, 2020)

Parasitic resistance as a predictor of faulty anodes in electro galvanizing: a comparison of machine learning, physical and hybrid models. - Mario Lovric; Richard Meister; Thomas Steck; Leon Fadljevic; Johann Gerdenitsch; Stefan Schuster; Lukas Schiefermüller; Stefanie N. Lindstaedt; Roman Kern (Adv. Model. Simul. Eng. Sci., 2020)

A Formally Robust Time Series Distance Metric. - Maximilian Toller; Bernhard C. Geiger; Roman Kern (CoRR, 2020)

Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots. - 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; et al. (CoRR, 2020)

Structack: Structure-based Adversarial Attacks on Graph Neural Networks. - Hussain Hussain; Tomislav Duricic; Elisabeth Lex; Denis Helic; Markus Strohmaier; Roman Kern (HT, 2021)

KI-Waste - Combining Image Recognition and Time Series Analysis in Refuse Sorting. - Heimo Gursch; Harald Ganster; Alfred Rinnhofer; Georg Waltner; Christian Payer; Christian Oberwinkler; Reinhard Meisenbichler; Roman Kern (MuC (Workshopband), 2021)

The interplay between communities and homophily in semi-supervised classification using graph neural networks. - Hussain Hussain; Tomislav Duricic; Elisabeth Lex; Denis Helic; Roman Kern (Appl. Netw. Sci., 2021)

Machine Learning based Indicators to Enhance Process Monitoring by Pattern Recognition. - Stefan Schrunner; Michael Scheiber; Anna Jenul; Anja Zernig; Andre Kästner; Roman Kern (CoRR, 2021)

Formula RL: Deep Reinforcement Learning for Autonomous Racing using Telemetry Data. - Adrian Remonda; Sarah Krebs; Eduardo E. Veas; Granit Luzhnica; Roman Kern (CoRR, 2021)

State-Space Constraints Improve the Generalization of the Differentiable Neural Computer in some Algorithmic Tasks. - Patrick Ofner; Roman Kern (CoRR, 2021)

Privacy in Open Search: A Review of Challenges and Solutions. - Samuel Sousa 001; Christian Guetl; Roman Kern (CoRR, 2021)

Deep learning - a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact. - Jan Egger; Antonio Pepe 003; Christina Gsaxner; Yuan Jin; Jianning Li 002; Roman Kern (PeerJ Comput. Sci., 2021)

KOMPOS: Connecting Causal Knots in Large Nonlinear Time Series with Non-Parametric Regression Splines. - Georgios Koutroulis; Leo Botler; Belgin Mutlu; Konrad Diwold; Kay Römer; Roman Kern (ACM Trans. Intell. Syst. Technol., 2021)

DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines. - Patrick Damme; Marius Birkenbach; Constantinos Bitsakos; Matthias Boehm 001; Philippe Bonnet; Florina M. Ciorba; Mark Dokter; Pawel Dowgiallo; Ahmed Eleliemy; Christian Faerber; Georgios I. Goumas; Dirk Habich; et al. (CIDR, 2022)

Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks. - Hussain Hussain; Meng Cao; Sandipan Sikdar; Denis Helic; Elisabeth Lex; Markus Strohmaier; Roman Kern (ICDM, 2022)

Causal Investigation of Public Opinion during the COVID-19 Pandemic via Social Media Text. - Michael Jantscher; Roman Kern (LREC, 2022)

Impact of Training Instance Selection on Domain-Specific Entity Extraction using BERT. - Eileen Salhofer; Xinglan Liu; Roman Kern (NAACL-HLT (Student Research Workshop), 2022)

Effective use of BERT in graph embeddings for sparse knowledge graph completion. - Xinglan Liu; Hussain Hussain; Houssam Razouk; Roman Kern (SAC, 2022)

ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines. - Joscha Eirich; Georgios Koutroulis; Belgin Mutlu; Dominik Jäckle; Roman Kern; Tobias Schreck; Jürgen Bernard (IEEE Computer Graphics and Applications, 2022)

Constructing robust health indicators from complex engineered systems via anticausal learning. - Georgios Koutroulis; Belgin Mutlu; Roman Kern (Eng. Appl. Artif. Intell., 2022)

Machine learning in continuous casting of steel: a state-of-the-art survey. - David Cemernek; Sandra Cemernek; Heimo Gursch; Ashwini Pandeshwar; Thomas Leitner; Matthias Berger; Gerald Klösch; Roman Kern (J. Intell. Manuf., 2022)

Predicting Partial Discharges of Transformers: Decision Support System for Factory Acceptance Test. - Benjamin Gigerl; Yang Zhao; Johann Raminger; Jupiter Bakakeu; Roman Kern; Stefan Thalmann (IEEM, 2023)

Improving FMEA Comprehensibility via Common-Sense Knowledge Graph Completion Techniques. - Houssam Razouk; Xinglan Liu; Roman Kern (IEEE Access, 2023)

Detecting Outliers in Non-IID Data: A Systematic Literature Review. - Shafaq Siddiqi; Faiza Qureshi; Stefanie N. Lindstaedt; Roman Kern (IEEE Access, 2023)

A Causality-Inspired Approach for Anomaly Detection in a Water Treatment Testbed. - Georgios Koutroulis; Belgin Mutlu; Roman Kern (Sensors, 2023)

Cluster Purging: Efficient Outlier Detection Based on Rate-Distortion Theory. - Maximilian Toller; Bernhard C. Geiger; Roman Kern (IEEE Trans. Knowl. Data Eng., 2023)

How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing. - Samuel Sousa 001; Roman Kern (Artif. Intell. Rev., 2023)

Reconsidering Read and Spontaneous Speech: Causal Perspectives on the Generation of Training Data for Automatic Speech Recognition. - Philipp Gabler; Bernhard C. Geiger; Barbara Schuppler; Roman Kern (Inf., 2023)

SAGA: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications. - Shafaq Siddiqi; Roman Kern; Matthias Boehm 001 (Proc. ACM Manag. Data, 2023)

A historical perspective of biomedical explainable AI research. - 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; et al. (Patterns, 2023)

Large Language Models for Fault Detection in Buildings' HVAC Systems. - Gerda Langer; Thomas Hirsch; Roman Kern; Theresa Kohl; Gerald Schweiger (EI.A (2), 2024)

Exploring the Capabilities of GPT4-Vision as OCR Engine. - Alex Ghiriti; Wolfgang Göderle; Roman Kern (TPDL (2), 2024)

Constraining Anomaly Detection with Anomaly-Free Regions. - Maximilian Toller; Hussain Hussain; Roman Kern; Bernhard C. Geiger (ICKG, 2024)

Text Extraction for Complex Historical Documents: A Modular Approach to Layout Detection and OCR. - David Fleischhacker; Wolfgang Thomas Göderle; Roman Kern (JCDL, 2024)

Effects of Class Imbalance Countermeasures on Interpretability. - David Cemernek; Shafaq Siddiqi; Roman Kern (IEEE Access, 2024)

Assessing trustworthy AI: Technical and legal perspectives of fairness in AI. - Markus Kattnig; Alessa Angerschmid; Thomas Reichel; Roman Kern (Comput. Law Secur. Rev., 2024)

Improving OCR Quality in 19th Century Historical Documents Using a Combined Machine Learning Based Approach. - David Fleischhacker; Wolfgang Göderle; Roman Kern (CoRR, 2024)

Recommendation Fairness in Social Networks Over Time. - Meng Cao; Hussain Hussain; Sandipan Sikdar; Denis Helic; Markus Strohmaier; Roman Kern (CoRR, 2024)

Stylometric Watermarks for Large Language Models. - Georg Niess; Roman Kern (CoRR, 2024)

Increasing the Accessibility of Causal Domain Knowledge via Causal Information Extraction Methods: A Case Study in the Semiconductor Manufacturing Industry. - Houssam Razouk; Leonie Benischke; Daniel Garber; Roman Kern (CoRR, 2024)

Evaluating Large Language Models for Causal Modeling. - Houssam Razouk; Leonie Benischke; Georg Niess; Roman Kern (CoRR, 2024)

Four Guiding Principles for Modeling Causal Domain Knowledge: A Case Study on Brainstorming Approaches for Urban Blight Analysis. - Houssam Razouk; Michael Leitner; Roman Kern (CoRR, 2024)

Establishing and evaluating trustworthy AI: overview and research challenges. - Dominik Kowald; Sebastian Scher; Viktoria Pammer-Schindler; Peter Müllner; Kerstin Waxnegger; Lea Demelius; Angela Fessl; Maximilian Toller; Inti Gabriel Mendoza Estrada; Ilija Simic; Vedran Sabol; Andreas Trügler; et al. (Frontiers Big Data, 2024)

Interpretability of Causal Discovery in Tracking Deterioration in a Highly Dynamic Process. - Asha Choudhary; Matej Vukovic; Belgin Mutlu; Michael Haslgrübler; Roman Kern (Sensors, 2024)

Ensemble Watermarks for Large Language Models. - Georg Niess; Roman Kern (ACL (1), 2025)

Addressing Hallucination in Causal Q&A: The Efficacy of Fine-tuning over Prompting in LLMs. - Georg Niess; Houssam Razouk; Stasa Mandic; Roman Kern (COLING Workshops, 2025)

Beyond RGB: Evaluating Event-Based and Light-Field Sensors for Perception in Highly Automated Vehicles. - Anna Glaser; Peter Priller; Roman Kern (I2MTC, 2025)

Causal insights from clinical information in radiology: Enhancing future multimodal AI development. - Michael Jantscher; Felix Gunzer; Gernot Reishofer; Roman Kern (Comput. Methods Programs Biomed., 2025)

Detecting abrupt changes in missing time series data. - Maximilian B. Toller; Bernhard C. Geiger; Roman Kern (Inf. Sci., 2025)

Enhancing OCR in historical documents with complex layouts through machine learning. - David Fleischhacker; Roman Kern; Wolfgang Göderle (Int. J. Digit. Libr., 2025)

On the Role of Priors in Bayesian Causal Learning. - Bernhard C. Geiger; Roman Kern (IEEE Trans. Artif. Intell., 2025)

Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey. - Lea Demelius; Roman Kern; Andreas Trügler (ACM Comput. Surv., 2025)