Roman Kern - RankMe

171 papers A* 3A 2B 5C 7Misc 4Journal 75Unranked 73

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Saga++: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications. ACM Trans. Database Syst. Shafaq Siddiqi, Arnab Phani, Roman Kern, Matthias Boehm
2026	J	`jnl`	Tracing the Data Trail: A Survey of Data Provenance, Transparency and Traceability in LLMs. CoRR Richard Hohensinner, Belgin Mutlu, Inti Gabriel Mendoza Estrada, Matej Vukovic, Simone Kopeinik, Roman Kern
2025	—	`conf`	Addressing Hallucination in Causal Q&A: The Efficacy of Fine-tuning over Prompting in LLMs. COLING Workshops Georg Niess, Houssam Razouk, Stasa Mandic, Roman Kern
2025	J	`jnl`	Assessing the impact of differential privacy in transfer learning with deep neural networks and transformer language models. Neural Comput. Appl. Samuel Sousa, Andreas Trügler, Roman Kern
2025	J	`jnl`	Automatically generated place descriptions for accurate location identification: a hybrid approach with rule-based methods and LLM. Spatial Cogn. Comput. Mikulás Muron, Frantisek Darena, David Procházka, Roman Kern
2025	—	`conf`	Beyond RGB: Evaluating Event-Based and Light-Field Sensors for Perception in Highly Automated Vehicles. I2MTC Anna Glaser, Peter Priller, Roman Kern
2025	J	`jnl`	Causal insights from clinical information in radiology: Enhancing future multimodal AI development. Comput. Methods Programs Biomed. Michael Jantscher, Felix Gunzer, Gernot Reishofer, Roman Kern
2025	J	`jnl`	Detecting abrupt changes in missing time series data. Inf. Sci. Maximilian B. Toller, Bernhard C. Geiger, Roman Kern
2025	J	`jnl`	Enhancing OCR in historical documents with complex layouts through machine learning. Int. J. Digit. Libr. David Fleischhacker, Roman Kern, Wolfgang Göderle
2025	—	`conf`	Ensemble Watermarks for Large Language Models. ACL (1) Georg Niess, Roman Kern
2025	J	`jnl`	Large Language Models for Electronic Health Record De-Identification in English and German. Inf. Samuel Sousa, Michael Jantscher, Mark Kröll, Roman Kern
2025	J	`jnl`	On the Role of Priors in Bayesian Causal Learning. CoRR Bernhard C. Geiger, Roman Kern
2025	J	`jnl`	On the Role of Priors in Bayesian Causal Learning. IEEE Trans. Artif. Intell. Bernhard C. Geiger, Roman Kern
2025	J	`jnl`	Private and Fair Machine Learning: Revisiting the Disparate Impact of Differentially Private SGD. CoRR Lea Demelius, Dominik Kowald, Simone Kopeinik, Roman Kern, Andreas Trügler
2025	J	`jnl`	Private and Fair Machine Learning: Revisiting the Disparate Impact of Differentially Private SGD. Trans. Mach. Learn. Res. Lea Demelius, Simone Kopeinik, Dominik Kowald, Roman Kern, Andreas Trügler
2025	J	`jnl`	Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey. ACM Comput. Surv. Lea Demelius, Roman Kern, Andreas Trügler
2025	—	`conf`	Recommendation Fairness in Social Networks Over Time. SNAMS Meng Cao, Hussain Hussain, Sandipan Sikdar, Denis Helic, Markus Strohmaier, Roman Kern
2024	J	`jnl`	Assessing trustworthy AI: Technical and legal perspectives of fairness in AI. Comput. Law Secur. Rev. Markus Kattnig, Alessa Angerschmid, Thomas Reichel, Roman Kern
2024	—	`conf`	Constraining Anomaly Detection with Anomaly-Free Regions. ICKG Maximilian Toller, Hussain Hussain, Roman Kern, Bernhard C. Geiger
2024	J	`jnl`	Constraining Anomaly Detection with Anomaly-Free Regions. CoRR Maximilian Toller, Hussain Hussain, Roman Kern, Bernhard C. Geiger
2024	J	`jnl`	Effects of Class Imbalance Countermeasures on Interpretability. IEEE Access David Cemernek, Shafaq Siddiqi, Roman Kern
2024	J	`jnl`	Ensemble Watermarks for Large Language Models. CoRR Georg Niess, Roman Kern
2024	J	`jnl`	Establishing and Evaluating Trustworthy AI: Overview and Research Challenges. CoRR 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, Eduardo E. Veas, Roman Kern, Tomislav Nad, Simone Kopeinik
2024	J	`jnl`	Establishing and evaluating trustworthy AI: overview and research challenges. Frontiers Big Data 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, Eduardo E. Veas, Roman Kern, Tomislav Nad, Simone Kopeinik
2024	J	`jnl`	Evaluating Large Language Models for Causal Modeling. CoRR Houssam Razouk, Leonie Benischke, Georg Niess, Roman Kern
2024	—	`conf`	Exploring the Capabilities of GPT4-Vision as OCR Engine. TPDL (2) Alex Ghiriti, Wolfgang Göderle, Roman Kern
2024	J	`jnl`	Four Guiding Principles for Modeling Causal Domain Knowledge: A Case Study on Brainstorming Approaches for Urban Blight Analysis. CoRR Houssam Razouk, Michael Leitner, Roman Kern
2024	J	`jnl`	Improving OCR Quality in 19th Century Historical Documents Using a Combined Machine Learning Based Approach. CoRR David Fleischhacker, Wolfgang Göderle, Roman Kern
2024	J	`jnl`	Increasing the Accessibility of Causal Domain Knowledge via Causal Information Extraction Methods: A Case Study in the Semiconductor Manufacturing Industry. CoRR Houssam Razouk, Leonie Benischke, Daniel Garber, Roman Kern
2024	J	`jnl`	Interpretability of Causal Discovery in Tracking Deterioration in a Highly Dynamic Process. Sensors Asha Choudhary, Matej Vukovic, Belgin Mutlu, Michael Haslgrübler, Roman Kern
2024	—	`conf`	Large Language Models for Fault Detection in Buildings' HVAC Systems. EI.A (2) Gerda Langer, Thomas Hirsch, Roman Kern, Theresa Kohl, Gerald Schweiger
2024	J	`jnl`	Recommendation Fairness in Social Networks Over Time. CoRR Meng Cao, Hussain Hussain, Sandipan Sikdar, Denis Helic, Markus Strohmaier, Roman Kern
2024	J	`jnl`	Stylometric Watermarks for Large Language Models. CoRR Georg Niess, Roman Kern
2024	—	`conf`	Text Extraction for Complex Historical Documents: A Modular Approach to Layout Detection and OCR. JCDL David Fleischhacker, Wolfgang Thomas Göderle, Roman Kern
2023	J	`jnl`	A Causality-Inspired Approach for Anomaly Detection in a Water Treatment Testbed. Sensors Georgios Koutroulis, Belgin Mutlu, Roman Kern
2023	J	`jnl`	A historical perspective of biomedical explainable AI research. Patterns 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
2023	J	`jnl`	Cluster Purging: Efficient Outlier Detection Based on Rate-Distortion Theory. IEEE Trans. Knowl. Data Eng. Maximilian Toller, Bernhard C. Geiger, Roman Kern
2023	J	`jnl`	Cluster Purging: Efficient Outlier Detection based on Rate-Distortion Theory. CoRR Maximilian B. Toller, Bernhard C. Geiger, Roman Kern
2023	J	`jnl`	Detecting Outliers in Non-IID Data: A Systematic Literature Review. IEEE Access Shafaq Siddiqi, Faiza Qureshi, Stefanie N. Lindstaedt, Roman Kern
2023	J	`jnl`	How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing. Artif. Intell. Rev. Samuel Sousa, Roman Kern
2023	J	`jnl`	Improving FMEA Comprehensibility via Common-Sense Knowledge Graph Completion Techniques. IEEE Access Houssam Razouk, Xinglan Liu, Roman Kern
2023	—	`conf`	Predicting Partial Discharges of Transformers: Decision Support System for Factory Acceptance Test. IEEM Benjamin Gigerl, Yang Zhao, Johann Raminger, Jupiter Bakakeu, Roman Kern, Stefan Thalmann
2023	J	`jnl`	Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey. CoRR Lea Demelius, Roman Kern, Andreas Trügler
2023	J	`jnl`	Reconsidering Read and Spontaneous Speech: Causal Perspectives on the Generation of Training Data for Automatic Speech Recognition. Inf. Philipp Gabler, Bernhard C. Geiger, Barbara Schuppler, Roman Kern
2023	J	`jnl`	SAGA: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications. Proc. ACM Manag. Data Shafaq Siddiqi, Roman Kern, Matthias Boehm
2022	A*	`conf`	Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks. ICDM Hussain Hussain, Meng Cao, Sandipan Sikdar, Denis Helic, Elisabeth Lex, Markus Strohmaier, Roman Kern
2022	J	`jnl`	Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks. CoRR Hussain Hussain, Meng Cao, Sandipan Sikdar, Denis Helic, Elisabeth Lex, Markus Strohmaier, Roman Kern
2022	B	`conf`	Causal Investigation of Public Opinion during the COVID-19 Pandemic via Social Media Text. LREC Michael Jantscher, Roman Kern
2022	J	`jnl`	Constructing robust health indicators from complex engineered systems via anticausal learning. Eng. Appl. Artif. Intell. Georgios Koutroulis, Belgin Mutlu, Roman Kern
2022	A	`conf`	DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines. CIDR 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
2022	Misc	`conf`	Effective use of BERT in graph embeddings for sparse knowledge graph completion. SAC Xinglan Liu, Hussain Hussain, Houssam Razouk, Roman Kern
2022	J	`jnl`	How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing. CoRR Samuel Sousa, Roman Kern
2022	J	`jnl`	How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing. IACR Cryptol. ePrint Arch. Samuel Sousa, Roman Kern
2022	—	`conf`	Impact of Training Instance Selection on Domain-Specific Entity Extraction using BERT. NAACL-HLT (Student Research Workshop) Eileen Salhofer, Xinglan Liu, Roman Kern
2022	J	`jnl`	Machine learning in continuous casting of steel: a state-of-the-art survey. J. Intell. Manuf. David Cemernek, Sandra Cemernek, Heimo Gursch, Ashwini Pandeshwar, Thomas Leitner, Matthias Berger, Gerald Klösch, Roman Kern
2022	J	`jnl`	ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines. IEEE Computer Graphics and Applications Joscha Eirich, Georgios Koutroulis, Belgin Mutlu, Dominik Jäckle, Roman Kern, Tobias Schreck, Jürgen Bernard
2021	J	`jnl`	Deep learning - a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact. PeerJ Comput. Sci. Jan Egger, Antonio Pepe, Christina Gsaxner, Yuan Jin, Jianning Li, Roman Kern
2021	J	`jnl`	Formula RL: Deep Reinforcement Learning for Autonomous Racing using Telemetry Data. CoRR Adrian Remonda, Sarah Krebs, Eduardo E. Veas, Granit Luzhnica, Roman Kern
2021	—	`conf`	KI-Waste - Combining Image Recognition and Time Series Analysis in Refuse Sorting. MuC (Workshopband) Heimo Gursch, Harald Ganster, Alfred Rinnhofer, Georg Waltner, Christian Payer, Christian Oberwinkler, Reinhard Meisenbichler, Roman Kern
2021	J	`jnl`	KOMPOS: Connecting Causal Knots in Large Nonlinear Time Series with Non-Parametric Regression Splines. ACM Trans. Intell. Syst. Technol. Georgios Koutroulis, Leo Botler, Belgin Mutlu, Konrad Diwold, Kay Römer, Roman Kern
2021	J	`jnl`	Machine Learning based Indicators to Enhance Process Monitoring by Pattern Recognition. CoRR Stefan Schrunner, Michael Scheiber, Anna Jenul, Anja Zernig, Andre Kästner, Roman Kern
2021	J	`jnl`	Privacy in Open Search: A Review of Challenges and Solutions. CoRR Samuel Sousa, Christian Guetl, Roman Kern
2021	J	`jnl`	State-Space Constraints Improve the Generalization of the Differentiable Neural Computer in some Algorithmic Tasks. CoRR Patrick Ofner, Roman Kern
2021	—	`conf`	Structack: Structure-based Adversarial Attacks on Graph Neural Networks. HT Hussain Hussain, Tomislav Duricic, Elisabeth Lex, Denis Helic, Markus Strohmaier, Roman Kern
2021	J	`jnl`	Structack: Structure-based Adversarial Attacks on Graph Neural Networks. CoRR Hussain Hussain, Tomislav Duricic, Elisabeth Lex, Denis Helic, Markus Strohmaier, Roman Kern
2021	J	`jnl`	The interplay between communities and homophily in semi-supervised classification using graph neural networks. Appl. Netw. Sci. Hussain Hussain, Tomislav Duricic, Elisabeth Lex, Denis Helic, Roman Kern
2020	J	`jnl`	A Formally Robust Time Series Distance Metric. CoRR Maximilian Toller, Bernhard C. Geiger, Roman Kern
2020	—	`conf`	A Neural-based Architecture For Small Datasets Classification. JCDL Andi Rexha, Mauro Dragoni, Roman Kern
2020	Misc	`conf`	A generative semi-supervised classifier for datasets with unknown classes. SAC Stefan Schrunner, Bernhard C. Geiger, Anja Zernig, Roman Kern
2020	—	`conf`	Enhanced Active Learning of Convolutional Neural Networks: A Case Study for Defect Classification in the Semiconductor Industry. KDIR Georgios Koutroulis, Tiago Santos, Michael Wiedemann, Christian Faistauer, Roman Kern, Stefan Thalmann
2020	J	`jnl`	Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots. CoRR 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
2020	—	`conf`	On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks. COMPLEX NETWORKS (2) Hussain Hussain, Tomislav Duricic, Elisabeth Lex, Roman Kern, Denis Helic
2020	J	`jnl`	On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks. CoRR Hussain Hussain, Tomislav Duricic, Elisabeth Lex, Roman Kern, Denis Helic
2020	J	`jnl`	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. Mario Lovric, Richard Meister, Thomas Steck, Leon Fadljevic, Johann Gerdenitsch, Stefan Schuster, Lukas Schiefermüller, Stefanie N. Lindstaedt, Roman Kern
2019	B	`conf`	A Health Factor for Process Patterns Enhancing Semiconductor Manufacturing by Pattern Recognition in Analog Wafermaps. SMC Stefan Schrunner, Anna Jenul, Michael Scheiber, Anja Zernig, Andre Kästner, Roman Kern
2019	J	`jnl`	Activity Archetypes in Question-and-Answer (Q8A) Websites - A Study of 50 Stack Exchange Instances. ACM Trans. Soc. Comput. Tiago Santos, Simon Walk, Roman Kern, Markus Strohmaier, Denis Helic
2019	C	`conf`	Chatbots Assisting German Business Management Applications. IEA/AIE Florian Steinbauer, Roman Kern, Mark Kröll
2019	—	`conf`	Cyber-Physical Systems as Enablers in Manufacturing Communication andWorker Support. MuC (Workshopband) Heimo Gursch, David Cemernek, Andreas Wuttei, Roman Kern
2019	—	`conf`	Know-Center at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter using CNNs. SemEval@NAACL-HLT Kevin Winter, Roman Kern
2019	J	`jnl`	Robust Parameter-Free Season Length Detection in Time Series. CoRR Maximilian Toller, Roman Kern
2019	J	`jnl`	SAZED: parameter-free domain-agnostic season length estimation in time series data. Data Min. Knowl. Discov. Maximilian Toller, Tiago Santos, Roman Kern
2019	A*	`conf`	Self- and Cross-Excitation in Stack Exchange Question & Answer Communities. WWW Tiago Santos, Simon Walk, Roman Kern, Markus Strohmaier, Denis Helic
2019	J	`jnl`	Using the Open Meta Kaggle Dataset to Evaluate Tripartite Recommendations in Data Markets. CoRR Dominik Kowald, Matthias Traub, Dieter Theiler, Heimo Gursch, Emanuel Lacic, Stefanie N. Lindstaedt, Roman Kern, Elisabeth Lex
2018	C	`conf`	A Comparison of Supervised Approaches for Process Pattern Recognition in Analog Semiconductor Wafer Test Data. ICMLA Stefan Schrunner, Olivia Bluder, Anja Zernig, Andre Kästner, Roman Kern
2018	J	`jnl`	Authorship identification of documents with high content similarity. Scientometrics Andi Rexha, Mark Kröll, Hermann Ziak, Roman Kern
2018	—	`conf`	Detection of Abusive Speech for Mixed Sociolects of Russian and Ukrainian Languages. RASLAN Bohdan Andrusyak, Mykhailo Rimel, Roman Kern
2018	—	`conf`	Ein Industrie 4.0-Use Case in der Motorenproduktion. MuC (Workshopband) Darko Stanisavljevic, Manfred Rosenberger, Gernot Lechner, Stefan Körner, Roman Kern, Bernd Jeitler, Alexander Stocker
2018	—	`conf`	Flexible Scheduling for Human Robot Collaboration in Intralogistics Teams. MuC (Workshopband) Heimo Gursch, Nelson Silva, Bernhard Reiterer, Lucas Paletta, Patrick Bernauer, Martin Fuchs, Eduardo E. Veas, Roman Kern
2018	J	`jnl`	GerIE - An Open Information Extraction System for the German Language. J. Univers. Comput. Sci. Akim Bassa, Mark Kröll, Roman Kern
2018	Misc	`conf`	Source selection of long tail sources for federated search in an uncooperative setting. SAC Günter Urak, Hermann Ziak, Roman Kern
2018	—	`conf`	The CLAUSY System at ESWC-2018 Challenge on Semantic Sentiment Analysis. SemWebEval@ESWC Andi Rexha, Mark Kröll, Mauro Dragoni, Roman Kern
2018	B	`conf`	Understanding wafer patterns in semiconductor production with variational auto-encoders. ESANN Tiago Santos, Roman Kern
2017	Misc	`conf`	A semantic federated search engine for domain-specific document retrieval. SAC Mauro Dragoni, Andi Rexha, Hermann Ziak, Roman Kern
2017	J	`jnl`	Activity in Questions & Answers Websites. CoRR Tiago Santos, Simon Walk, Roman Kern, Markus Strohmaier, Denis Helic
2017	C	`conf`	Big data as a promoter of industry 4.0: Lessons of the semiconductor industry. INDIN David Cemernek, Heimo Gursch, Roman Kern
2017	—	`conf`	Evaluation of Contextualization and Diversification Approaches in Aggregated Search. DEXA Workshops Hermann Ziak, Roman Kern
2017	—	`conf`	Extending Scientific Literature Search by Including the Author's Writing Style. BIR@ECIR Andi Rexha, Mark Kröll, Hermann Ziak, Roman Kern
2017	—	`conf`	Graz University of Technology at CL-SciSumm 2017: Query Generation Strategies. BIRNDL@SIGIR (2) Thomas Felber, Roman Kern
2017	—	`conf`	Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator. SemEval@ACL Roman Kern, Stefan Falk, Andi Rexha
2017	—	`conf`	Markov random fields for pattern extraction in analog wafer test data. IPTA Stefan Schrunner, Olivia Bluder, Anja Zernig, Andre Kästner, Roman Kern
2017	—	`conf`	Multi-Loop Feedback Hierarchy Involving Human Workers in Manufacturing Processes. MuC (Workshopband) Heimo Gursch, David Cemernek, Roman Kern
2017	—	`conf`	Opinion Mining with a Clause-Based Approach. SemWebEval@ESWC Andi Rexha, Mark Kröll, Mauro Dragoni, Roman Kern
2017	—	`ed.`	Proceedings of the 1st International Workshop on Science, Application and Methods in Industry 4.0 co-located with (i-KNOW 2016), Graz, Austria, October 19, 2016. SAMI@iKNOW Roman Kern, Gerald Reiner, Olivia Bluder
2017	J	`jnl`	Ubiquitous Access to Digital Cultural Heritage. ACM Journal on Computing and Cultural Heritage Christin Seifert, Werner Bailer, Thomas Orgel, Louis Gantner, Roman Kern, Hermann Ziak, Albin Petit, Jörg Schlötterer, Stefan Zwicklbauer, Michael Granitzer
2016	—	`conf`	A Literature Survey of Early Time Series Classification and Deep Learning. SAMI@iKNOW Tiago Santos, Roman Kern
2016	C	`conf`	An Information Retrieval Based Approach for Multilingual Ontology Matching. NLDB Andi Rexha, Mauro Dragoni, Roman Kern, Mark Kröll
2016	B	`conf`	Do Ambiguous Words Improve Probing for Federated Search? TPDL Günter Urak, Hermann Ziak, Roman Kern
2016	—	`conf`	Exploiting Propositions for Opinion Mining. SemWebEval@ESWC Andi Rexha, Mark Kröll, Mauro Dragoni, Roman Kern
2016	J	`jnl`	From Data to Visualisations and Back: Selecting Visualisations Based on Data and System Design Considerations. CoRR Belgin Mutlu, Vedran Sabol, Heimo Gursch, Roman Kern
2016	C	`conf`	Generating Tailored Classification Schemas for German Patents. NLDB Oliver Pimas, Stefan Klampfl, Thomas Kohl, Roman Kern, Mark Kröll
2016	—	`conf`	Identifying Referenced Text in Scientific Publications by Summarisation and Classification Techniques. BIRNDL@JCDL Stefan Klampfl, Andi Rexha, Roman Kern
2016	—	`conf`	KNOW At The Social Book Search Lab 2016 Mining Track. CLEF (Working Notes) Hermann Ziak, Andi Rexha, Roman Kern
2016	—	`conf`	KNOW At The Social Book Search Lab 2016 Suggestion Track. CLEF (Working Notes) Hermann Ziak, Roman Kern
2016	—	`conf`	Know-Center at SemEval-2016 Task 5: Using Word Vectors with Typed Dependencies for Opinion Target Expression Extraction. SemEval@NAACL-HLT Stefan Falk, Andi Rexha, Roman Kern
2016	—	`conf`	Parameter Forecasting for Vehicle Paint Quality Optimisation. MuC (Workshopband) Heimo Gursch, Stefan Körner, Hannes Krasser, Roman Kern
2016	—	`conf`	Polarity Classification for Target Phrases in Tweets: A Word2Vec Approach. ESWC (Satellite Events) Andi Rexha, Mark Kröll, Mauro Dragoni, Roman Kern
2016	—	`conf`	Profiling Microblog Authors using Concreteness and Sentiment - Know-Center at PAN 2016 Author Profiling. CLEF (Working Notes) Oliver Pimas, Andi Rexha, Mark Kröll, Roman Kern
2016	—	`conf`	Query Splitting for Context-Driven Federated Recommendations. DEXA Workshops Hermann Ziak, Roman Kern
2016	—	`conf`	Reconstructing the Logical Structure of a Scientific Publication Using Machine Learning. SemWebEval@ESWC Stefan Klampfl, Roman Kern
2016	—	`conf`	Towards a More Fine Grained Analysis of Scientific Authorship: Predicting the Number of Authors Using Stylometric Features. BIR@ECIR Andi Rexha, Stefan Klampfl, Mark Kröll, Roman Kern
2015	—	`conf`	Deriving Public Transportation Timetables with Large-Scale Cell Phone Data. ANT/SEIT Christopher Horn, Roman Kern
2015	—	`conf`	Efficient Search Result Diversification via Query Expansion Using Knowledge Bases. DEXA Workshops Raoul Rubien, Hermann Ziak, Roman Kern
2015	J	`jnl`	Efficient Table Annotation for Digital Articles. D Lib Mag. Matthias Frey, Roman Kern
2015	—	`conf`	Evaluation of Pseudo Relevance Feedback Techniques for Cross Vertical Aggregated Search. CLEF Hermann Ziak, Roman Kern
2015	—	`conf`	Know-Center at PAN 2015 Author Identification: Notebook for PAN at CLEF 2015. CLEF (Working Notes) Oliver Pimas, Mark Kröll, Roman Kern
2015	—	`conf`	Machine Learning Techniques for Automatically Extracting Contextual Information from Scientific Publications. SemWebEval@ESWC Stefan Klampfl, Roman Kern
2015	—	`conf`	Map-Matching Cell Phone Trajectories of Low Spatial and Temporal Accuracy. ITSC Gunnar Schulze, Christopher Horn, Roman Kern
2015	—	`conf`	Towards Authorship Attribution for Bibliometrics using Stylometric Features. CLBib@ISSI Andi Rexha, Stefan Klampfl, Mark Kröll, Roman Kern
2015	—	`conf`	Unified Information Access for Knowledge Workers via a Federated Recommender System. MuC (Workshopband) Heimo Gursch, Hermann Ziak, Roman Kern
2014	J	`jnl`	A Comparison of Two Unsupervised Table Recognition Methods from Digital Scientific Articles. D Lib Mag. Stefan Klampfl, Kris Jack, Roman Kern
2014	—	`conf`	Automatic Summarization for Terminology Recommendation: The Case of the NCBO Ontology Recommender. SWAT4LS Pablo López-García, Stefan Schulz, Roman Kern
2014	—	`conf`	Is enterprise search useful at all?: lessons learned from studying user behavior. I-KNOW Alexander Stocker, Markus Zoier, Selver Softic, Stefan Paschke, Heimo Bischofter, Roman Kern
2014	J	`jnl`	Recommending Scientific Literature: Comparing Use-Cases and Algorithms. CoRR Roman Kern, Kris Jack, Michael Granitzer
2014	J	`jnl`	Towards a Marketplace for the Scientific Community: Accessing Knowledge from the Computer Science Domain. D Lib Mag. Mark Kröll, Stefan Klampfl, Roman Kern
2014	J	`jnl`	Unsupervised document structure analysis of digital scientific articles. Int. J. Digit. Libr. Stefan Klampfl, Michael Granitzer, Kris Jack, Roman Kern
2014	—	`conf`	{{citation needed}}: Filling in Wikipedia's Citation Shaped Holes. BIR@ECIR Kris Jack, Pablo López-García, Maya Hristakeva, Roman Kern
2013	B	`conf`	An Unsupervised Machine Learning Approach to Body Text and Table of Contents Extraction from Digital Scientific Articles. TPDL Stefan Klampfl, Roman Kern
2013	—	`conf`	Crowdsourcing Fact Extraction from Scientific Literature. CHI-KDD Christin Seifert, Michael Granitzer, Patrick Höfler, Belgin Mutlu, Vedran Sabol, Kai Schlegel, Sebastian Bayerl, Florian Stegmaier, Stefan Zwicklbauer, Roman Kern
2013	J	`jnl`	Extraction of References Using Layout and Formatting Information from Scientific Articles. D Lib Mag. Roman Kern, Stefan Klampfl
2013	—	`conf`	Grammar Checker Features for Author Identification and Author Profiling Notebook for PAN at CLEF 2013. CLEF (Working Notes) Roman Kern
2013	—	`conf`	Integrating User Preferences Into Distance Metrics. LWA Mark Kröll, Vedran Sabol, Roman Kern, Michael Granitzer
2013	—	`conf`	KnCe2013-CORE: Semantic Text Similarity by use of Knowledge Bases. *SEM@NAACL-HLT Hermann Ziak, Roman Kern
2013	J	`jnl`	Text Representation for Efficient Document Annotation. J. Univers. Comput. Sci. Christin Seifert, Eva Ulbrich, Roman Kern, Michael Granitzer
2013	—	`conf`	Using Factual Density to Measure Informativeness of Web Documents. NODALIDA Christopher Horn, Alisa Zhila, Alexander F. Gelbukh, Roman Kern, Elisabeth Lex
2012	—	`conf`	A comparison of layout based bibliographic metadata extraction techniques. WIMS Michael Granitzer, Maya Hristakeva, Robert Knight, Kris Jack, Roman Kern
2012	J	`jnl`	Evaluation of Folksonomy Induction Algorithms. ACM Trans. Intell. Syst. Technol. Markus Strohmaier, Denis Helic, Dominik Benz, Christian Körner, Roman Kern
2012	J	`jnl`	TeamBeam - Meta-Data Extraction from Scientific Literature. D Lib Mag. Roman Kern, Kris Jack, Maya Hristakeva, Michael Granitzer
2012	J	`jnl`	Understanding why users tag: A survey of tagging motivation literature and results from an empirical study. J. Web Semant. Markus Strohmaier, Christian Körner, Roman Kern
2012	—	`conf`	Unleashing Semantics of Research Data. WBDB 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
2012	—	`conf`	Vote/Veto Classification, Ensemble Clustering and Sequence Classification for Author Identification. CLEF (Online Working Notes/Labs/Workshop) Roman Kern, Stefan Klampfl, Mario Zechner
2011	—	`conf`	Model Selection Strategies for Author Disambiguation. DEXA Workshops Roman Kern, Mario Zechner, Michael Granitzer
2011	—	`conf`	Vote/Veto Meta-Classifier for Authorship Identification - Notebook for PAN at CLEF 2011. CLEF (Notebook Papers/Labs/Workshop) Roman Kern, Christin Seifert, Mario Zechner, Michael Granitzer
2010	J	`jnl`	A hybrid system for German encyclopedia alignment. Int. J. Digit. Libr. Roman Kern, Christin Seifert, Michael Granitzer
2010	A*	`conf`	Analysis of structural relationships for hierarchical cluster labeling. SIGIR Markus Muhr, Roman Kern, Michael Granitzer
2010	—	`conf`	Exploring the Influence of Tagging Motivation on Tagging Behavior. ECDL Roman Kern, Christian Körner, Markus Strohmaier
2010	—	`conf`	External and Intrinsic Plagiarism Detection Using a Cross-Lingual Retrieval and Segmentation System - Lab Report for PAN at CLEF 2010. CLEF (Notebook Papers/LABs/Workshops) Markus Muhr, Roman Kern, Mario Zechner, Michael Granitzer
2010	—	`conf`	German Encyclopedia Alignment Based on Information Retrieval Techniques. ECDL Roman Kern, Michael Granitzer
2010	—	`conf`	KCDC: Word Sense Induction by Using Grammatical Dependencies and Sentence Phrase Structure. SemEval@ACL Roman Kern, Markus Muhr, Michael Granitzer
2010	—	`conf`	Of categorizers and describers: an evaluation of quantitative measures for tagging motivation. HT Christian Körner, Roman Kern, Hans-Peter Grahsl, Markus Strohmaier
2010	A	`conf`	Why do Users Tag? Detecting Users' Motivation for Tagging in Social Tagging Systems. ICWSM Markus Strohmaier, Christian Körner, Roman Kern
2009	—	`ch.`	ARS/SD: An Associative Retrieval Service for the Semantic Desktop. Networked Knowledge - Networked Media - Integrating Knowledge Management Peter Scheir, Chiara Ghidini, Roman Kern, Michael Granitzer, Stefanie N. Lindstaedt
2009	—	`conf`	Application of Axiomatic Approaches to Crosslanguage Retrieval. CLEF (Working Notes) Roman Kern, Andreas Juffinger, Michael Granitzer
2009	J	`jnl`	Distributed Web 2.0 Crawling for Ontology Evolution. J. Digit. Inf. Manag. Andreas Juffinger, Thomas Neidhart, Michael Granitzer, Roman Kern, Albert Weichselbraun, Gerhard Wohlgenannt, Arno Scharl
2009	C	`conf`	Efficient linear text segmentation based on information retrieval techniques. MEDES Roman Kern, Michael Granitzer
2009	—	`conf`	Evaluation of Axiomatic Approaches to Crosslanguage Retrieval. CLEF (1) Roman Kern, Andreas Juffinger, Michael Granitzer
2008	—	`conf`	Crosslanguage Retrieval Based on Wikipedia Statistics. CLEF Andreas Juffinger, Roman Kern, Michael Granitzer
2008	—	`conf`	Exploiting Cooccurrence on Corpus and Document Level for Fair Crosslanguage Retrieval. CLEF (Working Notes) Andreas Juffinger, Roman Kern, Michael Granitzer
2008	—	`conf`	Extending Folksonomies for Image Tagging. WIAMIS Roman Kern, Michael Granitzer, Viktoria Pammer
2008	C	`conf`	Recommending Tags for Pictures Based on Text, Visual Content and User Context. ICIW Stefanie N. Lindstaedt, Viktoria Pammer, Roland Mörzinger, Roman Kern, Helmut Mülner, Claudia Wagner
2007	—	`conf`	Aspects of Broad Folksonomies. DEXA Workshops Mathias Lux, Michael Granitzer, Roman Kern
2007	—	`conf`	Distributed Web2.0 crawling for ontology evolution. ICDIM Andreas Juffinger, Thomas Neidhart, Albert Weichselbraun, Gerhard Wohlgenannt, Michael Granitzer, Roman Kern, Arno Scharl