Publications
Selected Publications Edited Proceedings Journal Articles Conference/Workshop Articles Book Chapters Abstracts Technical Reports Theses Datasets
Selected Publications
- "A multi-level analysis of data quality for formal software citation", Arxiv, Preprint, July 2023. 10.48550/arXiv.2306.17535 code ,
- "Structure-based knowledge acquisition from electronic lab notebooks for researchdata provenance documentation", Journal of Biomedical Semantics, vol. 13, January, 2022. 10.1186/s13326-021-00257-x code data ,
- "The role of software in science: a knowledge graph-based analysis of software mentions in PubMed Central", PeerJ Computer Science, vol. 8, pp. e835, January, 2022. 10.7717/peerj-cs.835 code data web ,
- "SoMeSci—A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles", Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM '21), November1--5, 2021. 10.1145/3459637.3482017 preprint code data web ,
- "Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach", The Semantic Web, no. 12123, pp. 271–286, May, 2020. 10.1007/978-3-030-49461-2_16 preprint data code web ,
Edited Proceedings
- Monique Zwar, Fiete Haack, Yogesh D. Bansod, Konstantinos Spiliotis, Mohamed Elhensheri, Francia Molina, Frank Krüger , "Proceedings of the Conference on Progress in Electrically Active Implants - Tissue and Functional Regeneration (ELAINE 2020)", Rostock, Germany, October, 2020. 10.18453/rosdok_id00002752
- "A multi-level analysis of data quality for formal software citation", Arxiv, Preprint, July 2023. 10.48550/arXiv.2306.17535 code ,
- "Capturing provenance information for biomedical data and workflows: A scoping review tic Behavior Assessment from Uncontrolled Everyday Audio Recordings by Deep Learning", Research Square Platform LLC, Preprint, February 2023. 10.21203/rs.3.rs-2408394/v1 ,
- "Automatic Behavior Assessment from Uncontrolled Everyday Audio Recordings by Deep Learning", Sensors, 22:8617, November, 2022. 10.3390/s22228617 ,
- "Structure-based knowledge acquisition from electronic lab notebooks for researchdata provenance documentation", Journal of Biomedical Semantics, vol. 13, January, 2022. 10.1186/s13326-021-00257-x code data ,
- "The role of software in science: a knowledge graph-based analysis of software mentions in PubMed Central", PeerJ Computer Science, vol. 8, pp. e835, January, 2022. 10.7717/peerj-cs.835 code data web ,
- "Approaches and Criteria for Provenance in Biomedical Data Sets and Workflows: a Scoping Review Protocol", JMIR Research Protocols, July, 2021. 10.2196/31750 ,
- "Intra-consortia Data Sharing Platforms for Interdisciplinary Collaborative Research Projects", Information Technology, vol. 62, no. 1, February, 2020. 10.1515/itit-2019-0039 ,
- "A Literature Review on Methods for the Extraction of Usage Statements of Software and Data", Computing in Science \& Engineering, vol. 22, no. 1, pp. 26–38, January, 2020. 10.1109/mcse.2019.2943847 data ,
- "Analysing Cooking Behaviour in Home Settings: Towards Health Monitoring", Sensors, vol. 19, no. 3, pp. 646, February, 2019. 10.3390/s19030646 ,
- "Automated sensor-based detection of challenging behaviors in advanced stages of dementia in nursing homes", Alzheimer's & Dementia, October, 2019. 10.1016/j.jalz.2019.08.193 ,
- "Colouration in Local Wave Field Synthesis", IEEE Transactions on Audio, Speech, and Language Processing, 2018. 10.1109/TASLP.2018.2842435 data ,
- "Creating and Exploring Semantic Annotation for Behaviour Analysis", Sensors, vol. 18, no. 9, August, 2018. 10.3390/s18092778 ,
- "Use of nonintrusive sensor-based information and communication technology for real-world evidence for clinical trials in dementia", Alzheimer\textquotesingles \& Dementia, jun, 2018. 10.1016/j.jalz.2018.05.003 ,
- "State-Space Abstractions for Probabilistic Inference: A Systematic Review", Journal of Artificial Intelligence Research, vol. 63, pp. 789–848, December, 2018. 10.1613/jair.1.11261 preprint ,
- "Multidimensional assessment of challenging behavior in advanced stages of dementia in the naturalistic environment of nursing homes - the insideDEM framework", Alzheimer's & Dementia, Diagnosis, Assessment \& Disease Monitoring, vol. 8, pp. 36–44, 2017. 10.1016/j.dadm.2017.03.006 ,
- "Using video annotation to detect challenging behaviors in people in advanced stages of dementia: The InsideDem study", Alzheimer's & Dementia, vol. 13, no. 7, pp. P1414–P1415, jul, 2017. 10.1016/j.jalz.2017.06.2195 ,
- "A Decentralized Partially Observable Decision Model for Recognizing the Multiagent Goal in Simulation Systems", Discrete Dynamics in Nature and Society, vol. 2016, no. Article ID 5323121, pp. 15 pages, 2016. 10.1155/2016/5323121 ,
- "Marginal filtering in large state spaces", International Journal of Approximate Reasoning, vol. 61, pp. 16–32, June, 2015. 10.1016/j.ijar.2015.04.003" ,
- "Computational State Space Models for Activity and Intention Recognition. A Feasibility Study.", PLOS ONE, vol. 9, no. 11, pp. e109381, November, 2014. 10.1371/journal.pone.0109381 ,
- "Towards Creating Assistive Software by Employing Human Behavior Models", Journal of Ambient Intelligence and Smart Environments, vol. 4, no. 3, pp. 209–226, May, 2012. 10.3233/AIS-2012-0148 ,
- "A Context-Aware proactive Controller for Smart Environments (Extended Version)", I-COM, vol. 10, no. 1, pp. 41 – 48, April, 2011. 10.1524/icom.2011.0007 ,
- "A survey on the current status of Research Data Management in Mecklenburg-Vorpommern: Preliminary results for a questionnaire study among researchers", Proceedings of the 1st Conference on Research Data Infrastructure (CoRDI), September, 2023. accepted data ,
- "Software use in retracted papers", Proceedings of the 19th International Conference on Scientometrics & Informetrics (ISSI), July, 2023. Abstract ,
- "Modelling three dimensions of provenance for wet-lab experiments: prospective, retrospective, and evolution", Proceedings of 3rd Workshop on Metadata and Research (objects) Management for Linked Open Science in conjunction with the Extended Semantic Web Conference, May, 2023. 10.4126/FRL01-006444990 data ,
- "Defining standard provenance information for clinical research data and workflows - Obstacles and opportunities", Procedings of the International Workshop on Theory and Practice of Provenance in conjunction with TheWebConf, April, 2023. 10.1145/3543873.3587562 ,
- "Automatic Classification of Cavitation States using Hydroacoustic Measurements", German Annual Conference on Acoustics (DAGA), March, 2022. ,
- "Annotation Scheme for Named Entity Recognition and Relation Extraction Tasks in the Domain of People with Dementia", 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), March, 2022. 10.1109/percomworkshops53856.2022.9767278 ,
- "SoMeSci—A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles", Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM '21), November1--5, 2021. 10.1145/3459637.3482017 preprint code data web ,
- "Reproducibility of an ABX-Listening Test using Electronic Documentation and Automation: A case study.", Proceedings of the German Annual Conference on Acoustics (DAGA), August, 2021. ,
- "Redaktionskritik reconsidered", Biblical Texts in Digitalization, 2021. 10.15496/publikation-48536 ,
- "Towards in-situ knowledge acquisition for research data provenance from electronic lab notebooks.", Proceedings of the 1st Workshop on Research data management for Linked Open Science (DaMaLOS) co-located with 19th International Semantic Web Conference, November, 2020. 10.4126/FRL01-006423288 ,
- "Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach", The Semantic Web, no. 12123, pp. 271–286, May, 2020. 10.1007/978-3-030-49461-2_16 preprint data code web ,
- "Encoding Reproducible and Executable Experiments With Jupyter Notebooks", Reference Module in Biomedical Sciences, August, 2020. 10.1016/b978-0-12-801238-3.11686-1 code data ,
- "An annotation scheme for references to research artefacts in scientific publications", Proceedings of the 3rd International Workshop on Annotation of useR Data for UbiquitOUs Systems (ARDUOUS'19), March, 2019. 10.1109/PERCOMW.2019.8730730 ,
- "PROVenance Patterns in Numerical Modelling and Finite Element Simulation Processes of Bio-electric Systems", 41st International Engineering in Medicine and Biology Conference (EMBC), July, 2019. 10.1109/EMBC.2019.8856841 data code ,
- "A Comprehensive Approach to Support Research Processes in the CRC 1270 ELAINE", WissKom2019, June, 2019. Handle ,
- "Reproducible Research is more than Publishing Research Artefacts: A Systematic Analysis of Jupyter Notebooks from Research Articles ", German Annual Conference on Acoustics (DAGA), pp. 323–326, March, 2019. PDF ,
- "Distant supervision for silver label generation of software mentions in social scientific publications", Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), July, 2019. PDF ,
- "Standardizing Electronic Laboratory Notebooks to improve their integration with data from the biomedical domain", 10th Computational Modeling in Biology Network (COMBINE) Meeting, July, 2019. PDF ,
- "Providing Semantic Annotation for the CMU Grand Challenge Dataset", Proceedings of the 2nd International Workshop on Annotation of useR Data for UbiquitOUs Systems (ARDUOUS'18), March, 2018. 10.1109/PERCOMW.2018.8480380 ,
- "Discovery of Causal Relations in the Challenging Behaviour of People with Dementia", IEEE International Conference on Pervasive Computing and Communications WIP Proceedings, 2018. 10.1109/PERCOMW.2018.8480263 ,
- "Open Simulation Software - Development and Application", Proceedings of ASIM - 24th Symposium Simulationstechnik, October, 2018. ,
- "Challenges of Collecting Empirical Sensor Data from People with Dementia in a Field Study", IEEE International Conference on Pervasive Computing and Communications WIP Proceedings, March, 2017. 10.1109/PERCOMW.2017.7917512 ,
- "A Virtual Research Environment to Support Remote Behaviour Monitoring from Data Collection to Analysis", Proceedings of the 2017 IEEE International Conference on Data Mining Workshops (ICDMW), November, 2017. 10.1109/ICDMW.2017.99 ,
- "On the Applicability of Clinical Observation Tools for Human Activity Annotation", Proceedings of the 1st International Workshop on Annotation of useR Data for UbiquitOUs Systems (ARDUOUS'17), 2017. 10.1109/PERCOMW.2017.7917545 ,
- "Actigraphic Sleep Detection for Real-World Data of Healthy Young Adults and People with Alzheimer's Disease", Proceedings of BIOSIGNALS 2017, 2017. 10.5220/0006158801850192 ,
- "Where are my colleagues? Tracking and Counting Multiple Persons using Lifted Marginal Filtering.", Proceedings of the 4th international Workshop on Sensor-based Activity Recognition and Interaction (IWoar), pp. 6:1–6:6, September, 2017. 10.1145/3134230.3134237 ,
- "Abstracting from Observation-equivalent Entities in Human Behavior Modeling", AAAI Workshop: Plan, Activity, and Intent Recognition, February, 2017. Abstract ,
- "LiMa: Sequential Lifted Marginal Filtering on Multiset State Descriptions", KI 2017: Advances in Artificial Intelligence: 40th Annual German Conference on AI, Dortmund, Germany, September 25--29, 2017, Proceedings, pp. 222–235, September, 2017. 10.1007/978-3-319-67190-1_17 ,
- "Sequential Lifted Bayesian Filtering in Multiset Rewriting Systems", STARAI, 2017. preprint ,
- "Reconstruction of Everyday Life Behaviour based on Noisy Sensor Data", Proceedings of the 8th International Conference on Agents and Artificial Intelligence, pp. 430–437, February, 2016. 10.5220/0005756804300437 ,
- "Computational Causal Behaviour Models for Assisted Manufacturing", Proc. of 2nd International Workshop on Sensor-based Activity Recognition and Interaction (IWOAR'15), June, 2015. 10.1145/2790044.2790058 ,
- "Supporting Situation Awareness of Dementia Patients in Outdoor Environments", Pervasive Computing Technologies for Healthcare (Pervasive Health), 2015 9th International Conference on, pp. 245–248, May, 2015. 10.4108/icst.pervasivehealth.2015.259288 ,
- "Supporting Activity Recognition by Visual Analytics", IEEE Conference on Visual Analytics Science and Technology (VAST), pp. 41–48, October, 2015. 10.1109/VAST.2015.7347629 ,
- "Where are my colleagues and why? Tracking multiple persons in indoor environments", Proceedings of the 10th International Conference on Intelligent Environments, 2014. 10.1109/IE.2014.35 ,
- "Towards causally correct annotation for activity recognition", WOAR 2014: Workshop on Sensor-based Activity Recognition, pp. 31–38, March, 2014. ,
- "Situation Aware Interaction with Multi-modal Business Applications in Smart Environments", Proceedings of the 15th International Conference on Human-Computer Interaction (HCII 2013), pp. 413–422, July, 2013. 10.1007/978-3-642-39226-9_45 ,
- "Plan Synthesis for Probabilistic Activity Recognition", Proceedings of the 5th International Conference on Agents and Artificial Intelligence (ICAART 2013), pp. 283–288, February, 2013. 10.5220/0004256002830288 ,
- "Evaluating the Robustness of Activity Recognition using Computational Causal Behavior Models", Proceedings of the International Workshop on Situation, Activity and Goal Awareness held at Ubicomp 2012, pp. 1066–1074, September, 2012. 10.1145/2370216.2370443 ,
- "Towards Tool Support for Computational Causal Behavior Models for Activity Recognition", Proceedings of the 1st Workshop: ``Situation-Aware Assistant Systems Engineering: Requirements, Methods, and Challenges'' (SeASE 2012) held at Informatik 2012, pp. 561–572, September, 2012. ,
- "Tool Support for Probabilistic Intention Recognition using Plan Synthesis", Proceedings of the 3rd international joint conference on Ambient Intelligence, pp. 439–444, November, 2012. 10.1007/978-3-642-34898-3_40 ,
- "Who refuses to wash hands? Privacy issues in modern house installation networks", Proceedings of the 7th international Conference on Broadband and Wireless Computing, Communication and Applications, pp. 271–277, November, 2012. 10.1109/BWCCA.2012.51 ,
- "Modeling Agents and their Environment in Multi-Level-DEVS", Proc. of the 2012 Winter Simulation Conference, pp. 233:1–12, December, 2012. 10.1109/WSC.2012.6465113 ,
- "Context Aware Approach for Activity Recognition Based-on Precondition-Effect Rules", 9th IEEE Workshop on Context Modeling and Reasoning (CoMoRea'12) at the 10th IEEE International Conference on Pervasive Computing and Communication (PerCom'12), pp. 602 –607, March, 2012. 10.1109/PerComW.2012.6197586 ,
- "Strategies for Modelling Human Behaviour for Activity Recognition with Precondition-Effect Rules", Proceedings of the 35th German Conference on Artificial Intelligence, pp. 257–261, September, 2012. 10.1007/978-3-642-33347-7_27 ,
- "Tool Support for Activity Recognition with Computational Causal Behaviour Models", Proceedings of the 35th German Conference on Artificial Intelligence, pp. 561–573, September, 2012. PDF ,
- "Synthesizing Sequential Bayesian Filters for Plan and Activity Recognition from extended Precondition-Effect Rules", Adjunct proceedings of the 2nd international joint conference on Ambient Intelligence, pp. 1–2, November, 2011. ,
- "A Context-Aware proactive Controller for Smart Environments", Proceedings of the 2nd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011), vol. 747, February, 2011. PDF ,
- "Controlling Smart Environments using a Brain Computer Interface", Proceedings of the 2nd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011), vol. 747, February, 2011. PDF ,
- "Water rites as structuring Elements in ancient Meals.An Examination of the Footwashing in John 12 and 13",in: Ritual, Emotion, and Materiality in the Early Christian World, Routledge pp. 19, 2021. ,
- "R packages for reproducible analysis of microscopy images (tifs and czi files)", Abstracts of the 2022 Joint Annual Conference of the Austrian (ÖGBMT), German (VDE DGBMT) and Swiss (SSBE) Societies for Biomedical Engineering, September, 2022. link code ,
- "Keynote: Adventures in Annotation: Providing High Quality Labels for Supervised Machine Learning", 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), March, 2022. 10.1109/percomworkshops53856.2022.9767387 ,
- "Challenges and potential bottlenecks for the accomplishment of provenance in biomedical data sets and workflows", Proceedings of the GMDS, November, 2022. ,
- "Using Video Annotation to Detect Challenging Behaviors in People in Advanced Stages of Dementia -- the InsideDEM Study", Poster at the Alzheimer's Association International Conference, July, 2017. ,
- "Automatische Erkennung herausfordernden Verhaltens von Menschen mit Demenz und Identifikation von Interventionsstrategien", Zukunft Lebensräume -- Gesundheit, Selbstständigkeit und Komfort im demografischen Wandel Konzepte und Technologien für die Wohnungs-, Immobilien-, Gesundheits- und Pflegewirtschaft, April, 2016. ,
- "Erfassung von herausforderndem Verhalten von Menschen mit Demenz in einem Seniorenheim als Grundlage zur Entwicklung einer technisch unterstützten Diagnose- und Entscheidungshilfe für pflegende Angehörige.", 2016. ,
- "Von der Lernumgebung zum forschungsbasierten Lehr-Lern-Prozess", GDCP-Jahrestagung, September, 2016. ,
- "A bayesian filter framework for dual use", 3rd International Conference of the ERCIM WG on Computing \& Statistics (ERCIM'10), pp. 283–283, 2010. ,
- "A questionnaire to estimate the needs for research data management", Tech. Report, August, 2018. 10.18453/rosdok_id00002290 ,
- "CCBM -- A tool for activity recognition using Computational Causal Behavior Models", Tech. Report, 0944-5900, 2012. ,
- "Activity, Context and Intention Recognition with Computational Causal Behavior Models", PhD thesis, Universität Rostock, October, 2016. 10.18453/rosdok_id00002015 ,
- "Proceedings of the Conference on Progress in Electrically Active Implants - Tissue and Functional Regeneration (ELAINE 2020)", , October, 2020. 10.18453/rosdok_id00002752
- "Semantic Annotation for the CMU-MMAC Dataset", , January, 2018. 10.18453/rosdok_id00000163 ,
- "Semantic Annotation for the CMU-MMAC Dataset (Version 2)", 2018. 10.18453/rosdok_id00002273 ,
- "Forschungsdatenmanagement im Sonderforschungsbereich ELAINE", November, 2018. 10.5281/zenodo.1744974 (DFG Workshop Umgang mit Forschungsdaten in der Materialwissenschaft und Werkstofftechnik: Best Practices in Koordinierten Verfahren) ,
- "Recognising the Actions during Cooking Task (Cooking Task Dataset) - IMU Data", 2017. 10.18453/rosdok_id00000154 ,
- "An Office Scenario Dataset for Benchmarking Observation-equivalent Entities", December, 2016. 10.18453/rosdok_id00000138 ,
- "Probabilistic action selection -- Tracking multiple persons in indoor environments", , 14~August, 2015. 10.18453/rosdok_id00000114 ,
- "Recognising the Actions during Cooking Task (Cooking Task Dataset)", 2015. 10.18453/rosdok_id00000116 ,