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Postdoctoral Researcher for Research Data Management in CRC ELAINE
Research Group Signal Theory and Digital Signal Processing
Curriculum Vitae
- 2000 - 2006 Diploma in Computer Science, University of Rostock, Rostock
- 2006 - 2009 Software Developer, FORTecH Software, Rostock
- 2009 - 2016 Researcher for Model Based Activity Recognition, MMIS
- 2016 PhD in Computer Science, University of Rostock, Rostock
- 2016 - 2017 Postdoctoral Researcher for Sensor Data based Behaviour Analysis, MMIS, University of Rostock, Rostock
- since 2017 Postdoctoral Researcher for Research Data Management in CRC ELAINE, University of Rostock, Rostock
Research Interests
- Research Data Management
- Data Mining and Analysis
- Artificial Intelligence
- Assistive Technologies
- Ubiquitous Computing
Publications
Articles:
1.
Schindler, D.; Yan, E.; Spors, S.; Krüger, F.:
Retracted articles use less free and open-source software and cite it worse. In: Quantitative Science Studies, vol. 4, no. 4 (11/2023), pp. 820-838
doi:10.1162/qss_a_00275
Retracted articles use less free and open-source software and cite it worse. In: Quantitative Science Studies, vol. 4, no. 4 (11/2023), pp. 820-838
doi:10.1162/qss_a_00275
2.
Schindler, D.; Spors, S.; Demiray, B.; Krüger, F.:
Automatic Behavior Assessment from Uncontrolled Everyday Audio Recordings by Deep Learning. In: Sensors, vol. 22, no. 22 (11/2022)
ISSN: 1424-8220, doi:10.3390/s22228617
Automatic Behavior Assessment from Uncontrolled Everyday Audio Recordings by Deep Learning. In: Sensors, vol. 22, no. 22 (11/2022)
ISSN: 1424-8220, doi:10.3390/s22228617
3.
Schröder, M.; Staehlke, S.; Groth, P.; Nebe, B.; Spors, S.; Krüger, F.:
Structure-based knowledge acquisition from electronic lab notebooks for researchdata provenance documentation. In: Journal of Biomedical Semantics, vol. 13 (1/2022)
doi:10.1186/s13326-021-00257-x
Structure-based knowledge acquisition from electronic lab notebooks for researchdata provenance documentation. In: Journal of Biomedical Semantics, vol. 13 (1/2022)
doi:10.1186/s13326-021-00257-x
4.
Schindler, D.; Bensmann, F.; Dietze, S.; Krüger, F.:
The role of software in science: a knowledge graph-based analysis of software mentions in PubMed Central. In: PeerJ Computer Science, vol. 8 (1/2022), p. e835
ISSN: 2376-5992, doi:10.7717/peerj-cs.835
The role of software in science: a knowledge graph-based analysis of software mentions in PubMed Central. In: PeerJ Computer Science, vol. 8 (1/2022), p. e835
ISSN: 2376-5992, doi:10.7717/peerj-cs.835
5.
Gierend, K.; Krüger, F.; Waltemath, D.; Fünfgeld, M.; Zeleke, A. A.; Ganslandt, T.:
Approaches and Criteria for Provenance in Biomedical Data Sets and Workflows: a Scoping Review Protocol. In: JMIR Research Protocols (9/2021)
doi:10.2196/31750
Approaches and Criteria for Provenance in Biomedical Data Sets and Workflows: a Scoping Review Protocol. In: JMIR Research Protocols (9/2021)
doi:10.2196/31750
6.
Schröder, M.; LeBlanc, H.; Spors, S.; Krüger, F.:
Intra-consortia Data Sharing Platforms for Interdisciplinary Collaborative Research Projects. In: Information Technology, vol. 62, no. 1 (2/2020), pp. 19-28
doi:10.1515/itit-2019-0039
Intra-consortia Data Sharing Platforms for Interdisciplinary Collaborative Research Projects. In: Information Technology, vol. 62, no. 1 (2/2020), pp. 19-28
doi:10.1515/itit-2019-0039
7.
Krüger, F.; Schindler, D.:
A Literature Review on Methods for the Extraction of Usage Statements of Software and Data. In: Computing in Science & Engineering, vol. 22, no. 1 (1/2020), pp. 26-38
doi:10.1109/MCSE.2019.2943847
A Literature Review on Methods for the Extraction of Usage Statements of Software and Data. In: Computing in Science & Engineering, vol. 22, no. 1 (1/2020), pp. 26-38
doi:10.1109/MCSE.2019.2943847
8.
Goerss, D.; Hein, A.; Bader, S.; Halek, M.; Kernebeck, S.; Kutschke, A.; Heine, C.; Krüger, F.; Kirste, T.; Teipel, S.:
Automated sensor-based detection of challenging behaviors in advanced stages of dementia in nursing homes. In: Alzheimer's & Dementia (10/2019)
doi:10.1016/j.jalz.2019.08.193
Automated sensor-based detection of challenging behaviors in advanced stages of dementia in nursing homes. In: Alzheimer's & Dementia (10/2019)
doi:10.1016/j.jalz.2019.08.193
9.
Yordanova, K.; Lüdtke, S.; Whitehouse, S.; Krüger, F.; Paiement, A.; Mirmehdi, M.; Craddock, I.; Kirste, T.:
Analysing Cooking Behaviour in Home Settings: Towards Health Monitoring. In: Sensors, vol. 19, no. 3 (2/2019), p. 646
doi:10.3390/s19030646
Analysing Cooking Behaviour in Home Settings: Towards Health Monitoring. In: Sensors, vol. 19, no. 3 (2/2019), p. 646
doi:10.3390/s19030646
10.
Lüdtke, S.; Schröder, M.; Krüger, F.; Bader, S.; Kirste, T.:
State-Space Abstractions for Probabilistic Inference: A Systematic Review. In: Journal of Artificial Intelligence Research, vol. 63 (12/2018), pp. 789-848
doi:10.1613/jair.1.11261
State-Space Abstractions for Probabilistic Inference: A Systematic Review. In: Journal of Artificial Intelligence Research, vol. 63 (12/2018), pp. 789-848
doi:10.1613/jair.1.11261
11.
Winter, F.; Wierstorf, H.; Hold, C.; Krüger, F.; Raake, A.; Spors, S.:
Colouration in Local Wave Field Synthesis. In: IEEE Transactions on Audio, Speech, and Language Processing, vol. 26, no. 10 (10/2018), pp. 1913-1924
ISSN: 2329-9290, doi:10.1109/TASLP.2018.2842435
Colouration in Local Wave Field Synthesis. In: IEEE Transactions on Audio, Speech, and Language Processing, vol. 26, no. 10 (10/2018), pp. 1913-1924
ISSN: 2329-9290, doi:10.1109/TASLP.2018.2842435
12.
Yordanova, K.; Krüger, F.:
Creating and Exploring Semantic Annotation for Behaviour Analysis. In: Sensors, vol. 18, no. 9 (8/2018)
doi:10.3390/s18092778
Creating and Exploring Semantic Annotation for Behaviour Analysis. In: Sensors, vol. 18, no. 9 (8/2018)
doi:10.3390/s18092778
13.
Teipel, S.; König, A.; Hoey, J.; Kaye, J.; Krüger, F.; Robillard, J. M.; Kirste, T.; Babiloni, C.:
Use of nonintrusive sensor-based information and communication technology for real-world evidence for clinical trials in dementia. In: Alzheimer's & Dementia (6/2018)
doi:10.1016/j.jalz.2018.05.003
Use of nonintrusive sensor-based information and communication technology for real-world evidence for clinical trials in dementia. In: Alzheimer's & Dementia (6/2018)
doi:10.1016/j.jalz.2018.05.003
14.
Henf, J.; Krüger, F.; Hein, A.; Halek, M.; Heine, C.; Bader, S.; Kirste, T.; Teipel, S.:
Using Video Annotation to Detect Challenging Behaviors in People in Advanced Stages of Dementia: The InsideDEM Study. In: Alzheimer's & Dementia, vol. 13, no. 7 (7/2017), pp. P1414-P1415
doi:10.1016/j.jalz.2017.06.2195
Using Video Annotation to Detect Challenging Behaviors in People in Advanced Stages of Dementia: The InsideDEM Study. In: Alzheimer's & Dementia, vol. 13, no. 7 (7/2017), pp. P1414-P1415
doi:10.1016/j.jalz.2017.06.2195
15.
Hein, A.; Kirste, T.; Krüger, F.:
Da tut sich was: Von Sensordaten zur erkannten Aktivität in wenigen Schritten. In: Javamagazin, no. 2 (2/2017)
Da tut sich was: Von Sensordaten zur erkannten Aktivität in wenigen Schritten. In: Javamagazin, no. 2 (2/2017)
16.
Teipel, S.; Heine, C.; Hein, A.; Krüger, F.; Kutschke, A.; Kernebeck, S.; Halek, M.; Bader, S.; Kirste, T.:
Feasibility of a multidimensional assessment of challenging behavior in advanced stages of dementia in the naturalistic environment of nursing homes - the insideDEM framework. In: Alzheimer's & Dementia, Diagnosis, Assessment & Disease Monitoring, vol. 8 (2017), pp. 36-44
doi:10.1016/j.dadm.2017.03.006
Feasibility of a multidimensional assessment of challenging behavior in advanced stages of dementia in the naturalistic environment of nursing homes - the insideDEM framework. In: Alzheimer's & Dementia, Diagnosis, Assessment & Disease Monitoring, vol. 8 (2017), pp. 36-44
doi:10.1016/j.dadm.2017.03.006
17.
Yue, S.; Yordanova, K.; Krüger, F.; Kirste, T.; Zha, Y.:
A Decentralized Partially Observable Decision Model for Recognizing the Multiagent Goal in Simulation Systems. In: Discrete Dynamics in Nature and Society, vol. 2016 (2016), pp. 1-15
doi:10.1155/2016/5323121
Article ID 5323121
A Decentralized Partially Observable Decision Model for Recognizing the Multiagent Goal in Simulation Systems. In: Discrete Dynamics in Nature and Society, vol. 2016 (2016), pp. 1-15
doi:10.1155/2016/5323121
Article ID 5323121
18.
Nyolt, M.; Krüger, F.; Yordanova, K.; Hein, A.; Kirste, T.:
Marginal filtering in large state spaces. In: International Journal of Approximate Reasoning, vol. 61 (6/2015), pp. 16-32
doi:10.1016/j.ijar.2015.04.003
Marginal filtering in large state spaces. In: International Journal of Approximate Reasoning, vol. 61 (6/2015), pp. 16-32
doi:10.1016/j.ijar.2015.04.003
19.
Krüger, F.; Nyolt, M.; Yordanova, K.; Hein, A.; Kirste, T.:
Computational State Space Models for Activity and Intention Recognition. A Feasibility Study. In: PLOS ONE, vol. 9, no. 11 (11/2014), p. e109381
doi:10.1371/journal.pone.0109381
Computational State Space Models for Activity and Intention Recognition. A Feasibility Study. In: PLOS ONE, vol. 9, no. 11 (11/2014), p. e109381
doi:10.1371/journal.pone.0109381
20.
Krüger, F.; Yordanova, K.; Burghardt, C.; Kirste, T.:
Towards Creating Assistive Software by Employing Human Behavior Models. In: Journal of Ambient Intelligence and Smart Environments, vol. 4, no. 3 (5/2012), pp. 209-226
doi:10.3233/AIS-2012-0148
Towards Creating Assistive Software by Employing Human Behavior Models. In: Journal of Ambient Intelligence and Smart Environments, vol. 4, no. 3 (5/2012), pp. 209-226
doi:10.3233/AIS-2012-0148
21.
Krüger, F.; Ruscher, G.; Bader, S.; Kirste, T.:
A Context-Aware proactive Controller for Smart Environments (Extended Version). In: I-COM, vol. 10, no. 1 (4/2011), pp. 41-48
doi:10.1524/icom.2011.0007
A Context-Aware proactive Controller for Smart Environments (Extended Version). In: I-COM, vol. 10, no. 1 (4/2011), pp. 41-48
doi:10.1524/icom.2011.0007
Contributions to Books:
22.
Dilling, H.; Krüger, F.:
Ritual, Emotion, and Materiality in the Early Christian World. ch. Water rites as structuring Elements in ancient Meals. An Examination of the Footwashing in John 12 and 13, p. 19, Routledge, 2021
Ritual, Emotion, and Materiality in the Early Christian World. ch. Water rites as structuring Elements in ancient Meals. An Examination of the Footwashing in John 12 and 13, p. 19, Routledge, 2021
Contributions to Collections:
23.
Al-Suadi, S.; Krüger, F.:
Redaktionskritik reconsidered. Al-Suadi, S.; Ulshöfer, G. (ed.): Biblical Texts in Digitalization., Tübingen University Press, 2021
doi:10.15496/publikation-48536
Redaktionskritik reconsidered. Al-Suadi, S.; Ulshöfer, G. (ed.): Biblical Texts in Digitalization., Tübingen University Press, 2021
doi:10.15496/publikation-48536
24.
Schröder, M.; Staehlke, S.; Krüger, F.:
Encoding Reproducible and Executable Experiments With Jupyter Notebooks. Reference Module in Biomedical Sciences., Elsevier, 2020
doi:10.1016/b978-0-12-801238-3.11686-1
Encoding Reproducible and Executable Experiments With Jupyter Notebooks. Reference Module in Biomedical Sciences., Elsevier, 2020
doi:10.1016/b978-0-12-801238-3.11686-1
25.
Schindler, D.; Zapilko, B.; Krüger, F.:
Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach. The Semantic Web. no. 12123, pp. 271-286, Heraklion, Greece, Springer International Publishing, 2020
ISBN: 978-3-030-49461-2, doi:10.1007/978-3-030-49461-2_16
Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach. The Semantic Web. no. 12123, pp. 271-286, Heraklion, Greece, Springer International Publishing, 2020
ISBN: 978-3-030-49461-2, doi:10.1007/978-3-030-49461-2_16
26.
Hein, A.; Krüger, F.; Yordanova, K.; Kirste, T.:
Towards causally correct annotation for activity recognition. WOAR 2014: Workshop on Sensor-based Activity Recognition. pp. 31-38, Stuttgart, Fraunhofer-Verlag, 2014
ISBN: 978-3-8396-0792-3
Towards causally correct annotation for activity recognition. WOAR 2014: Workshop on Sensor-based Activity Recognition. pp. 31-38, Stuttgart, Fraunhofer-Verlag, 2014
ISBN: 978-3-8396-0792-3
Contributions to Proceedings:
27.
Schröder, M.; Genehr, S.; Köhling, R.; Schmidt, S.; Schneider, R.; Spors, S.; Szepannek, G.; Waltemath, D.; Krüger, F.:
A Survey on the Current Status of Research Data Management in Mecklenburg-Vorpommern. Conference on Research Data Infrastructure (CoRDI), Karlsruhe, Germany, 2023
doi:10.52825/cordi.v1i.303
A Survey on the Current Status of Research Data Management in Mecklenburg-Vorpommern. Conference on Research Data Infrastructure (CoRDI), Karlsruhe, Germany, 2023
doi:10.52825/cordi.v1i.303
28.
Genehr, S.; Bielfeldt, M.; Schröder, M.; Stählke, S.; Nebe, B.; Spors, S.; Krüger, F.:
Modelling three dimensions of provenance for wet-lab experiments: prospective, retrospective, and evolution. Workshop on Metadata and Research Objects Management for Linked Open Science (DaMaLOS), Hersonissos, Greece, 2023
doi:10.4126/FRL01-006444990
Modelling three dimensions of provenance for wet-lab experiments: prospective, retrospective, and evolution. Workshop on Metadata and Research Objects Management for Linked Open Science (DaMaLOS), Hersonissos, Greece, 2023
doi:10.4126/FRL01-006444990
29.
Krüger, C.; Krüger, F.; Spors, S.:
Automatic Classification of Cavitation States using Hydroacoustic Measurements. German Annual Conference on Acoustics (DAGA), Stuttgart, Germany, 2022
Automatic Classification of Cavitation States using Hydroacoustic Measurements. German Annual Conference on Acoustics (DAGA), Stuttgart, Germany, 2022
30.
Schindler, D.; Bensmann, F.; Dietze, S.; Krüger, F.:
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), Virtual Event, QLD, Australia, 2021
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), Virtual Event, QLD, Australia, 2021
31.
Schröder, M.; Hahne, W.; Krüger, F.; Spors, S.:
Reproducibility of an ABX-Listening Test using Electronic Documentation and Automation: A case study. German Annual Conference on Acoustics (DAGA), Vienna, Austria, 2021
Reproducibility of an ABX-Listening Test using Electronic Documentation and Automation: A case study. German Annual Conference on Acoustics (DAGA), Vienna, Austria, 2021
32.
Schröder, M.; Staehlke, S.; Nebe, B.; Krüger, F.:
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, Athens, Greece, 2020
doi:10.4126/FRL01-006423288
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, Athens, Greece, 2020
doi:10.4126/FRL01-006423288
33.
Schröder, M.; Radlof, W.; Benz, C.; Spors, S.; Krüger, F.; Sander, M.:
Reproduzierbarkeit durch standardisierte Dokumentation von quasi-statischen und zyklischen Versuchen additiv gefertigter Strukturen. Grundlagen und Beispiele zur Digitalisierung für die Materialforschung und -prüfung, Berlin, Germany, 2020
Reproduzierbarkeit durch standardisierte Dokumentation von quasi-statischen und zyklischen Versuchen additiv gefertigter Strukturen. Grundlagen und Beispiele zur Digitalisierung für die Materialforschung und -prüfung, Berlin, Germany, 2020
34.
Schick, S.; Schröder, M.; Meuser, A.; Krüger, F.; Spors, S.:
Data Management Planning in Large Collaborative Research Consorita. Progress in Electrically Active Implants - Tissue and Functional Regeneration (ELAINE 2020), Rostock, Germany, 2020
doi:10.18453/rosdok_id00002752
Data Management Planning in Large Collaborative Research Consorita. Progress in Electrically Active Implants - Tissue and Functional Regeneration (ELAINE 2020), Rostock, Germany, 2020
doi:10.18453/rosdok_id00002752
35.
Neubert, V.; Zwar, M.; Franz, D.; Heerdegen, M.; Lüttig, A.; Perl, S.; Heller, J.; Niemann, C.; Plocksties, F.; Krüger, F.; Spors, S.; Timmermann, D.; Richter, A.; Köhling, R.:
Identification of Biomarkers for Progression and Amelioration of Disease in a Hamster Model of Dystonia. Progress in Electrically Active Implants - Tissue and Functional Regeneration, 2020
doi:10.18453/ROSDOK_ID00002752
Identification of Biomarkers for Progression and Amelioration of Disease in a Hamster Model of Dystonia. Progress in Electrically Active Implants - Tissue and Functional Regeneration, 2020
doi:10.18453/ROSDOK_ID00002752
36.
Boland, K.; Krüger, F.:
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), Paris, France, 2019
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), Paris, France, 2019
37.
Schröder, M.; Raben, H.; Krüger, F.; Ruscheinski, A.; van Rienen, U.; Uhrmacher, A. M.; Spors, S.:
PROVenance Patterns in Numerical Modelling and Finite Element Simulation Processes of Bio-electric Systems. 41st International Engineering in Medicine and Biology Conference (EMBC), Berlin, Germany, 2019
doi:10.1109/embc.2019.8856841
PROVenance Patterns in Numerical Modelling and Finite Element Simulation Processes of Bio-electric Systems. 41st International Engineering in Medicine and Biology Conference (EMBC), Berlin, Germany, 2019
doi:10.1109/embc.2019.8856841
38.
Schröder, M.; Waltemath, D.; Krüger, F.; Spors, S.:
Standardizing Electronic Laboratory Notebooks to improve their integration with data from the biomedical domain. 10th "Computational Modeling in Biology Network" (COMBINE) Meeting, Heidelberg, Germany, 2019
Standardizing Electronic Laboratory Notebooks to improve their integration with data from the biomedical domain. 10th "Computational Modeling in Biology Network" (COMBINE) Meeting, Heidelberg, Germany, 2019
39.
Schröder, M.; Krüger, F.; Zepf, R.; van Rienen, U.; Spors, S.:
A Comprehensive Approach to Support Research Processes in the CRC 1270 ELAINE. WissKom2019, Jülich, Germany, 2019
A Comprehensive Approach to Support Research Processes in the CRC 1270 ELAINE. WissKom2019, Jülich, Germany, 2019
40.
Schröder, M.; Krüger, F.; Spors, S.:
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, Rostock, Germany, 2019
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, Rostock, Germany, 2019
41.
Schindler, D.; Yordanova, K.; Krüger, F.:
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), Kyoto, Japan, 2019
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), Kyoto, Japan, 2019
42.
Warnke, T.; Krüger, F.; Uhrmacher, A. M.:
Open Simulation Software - Development and Application. Proceedings of ASIM - 24th Symposium Simulationstechnik, 2018
Open Simulation Software - Development and Application. Proceedings of ASIM - 24th Symposium Simulationstechnik, 2018
43.
Yordanova, K.; Krüger, F.; Kirste, T.:
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), Athens, Greece, 2018
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), Athens, Greece, 2018
44.
Yordanova, K.; Bader, S.; Weschke, S.; Krüger, F.; Henf, J.; Teipel, S.; Kirste, T.:
Discovery of Causal Relations in the Challenging Behaviour of People with Dementia. IEEE International Conference on Pervasive Computing and Communications WIP Proceedings, Athens, Greece, 2018
Discovery of Causal Relations in the Challenging Behaviour of People with Dementia. IEEE International Conference on Pervasive Computing and Communications WIP Proceedings, Athens, Greece, 2018
45.
Krüger, F.; Bader, S.; Hein, A.; Kirste, T.:
A Virtual Research Environment to Support Remote Behaviour Monitoring from Data Collection to Analysis. Proceedings of the 1st Workshop on Data mining for Aging, Rehabilitation and Independent Assisted Living (ARIAL) @ICDM, New Orleans, USA, 2017
A Virtual Research Environment to Support Remote Behaviour Monitoring from Data Collection to Analysis. Proceedings of the 1st Workshop on Data mining for Aging, Rehabilitation and Independent Assisted Living (ARIAL) @ICDM, New Orleans, USA, 2017
46.
Schröder, M.; Lüdtke, S.; Bader, S.; Krüger, F.; Kirste, T.:
LiMa: Sequential Lifted Marginal Filtering on Multiset State Descriptions. Proceedings of the 40th German Conference on Artificial Intelligence (KI), Dortmund, 2017
LiMa: Sequential Lifted Marginal Filtering on Multiset State Descriptions. Proceedings of the 40th German Conference on Artificial Intelligence (KI), Dortmund, 2017
47.
Lüdtke, S.; Schröder, M.; Krüger, F.; Kirste, T.:
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), Rostock, 2017
doi:10.1145/3134230.3134237
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), Rostock, 2017
doi:10.1145/3134230.3134237
48.
Schröder, M.; Lüdtke, S.; Bader, S.; Krüger, F.; Kirste, T.:
Sequential Lifted Bayesian Filtering in Multiset Rewriting Systems. 7th International Workshop on Statistical Relational AI (StarAI 2017), Sydney, Australia, 2017
Sequential Lifted Bayesian Filtering in Multiset Rewriting Systems. 7th International Workshop on Statistical Relational AI (StarAI 2017), Sydney, Australia, 2017
49.
Henf, J.; Krüger, F.; Hein, A.; Halek, M.; Heine, C.; Bader, S.; Kirste, T.; Teipel, S.:
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, London, England, 2017
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, London, England, 2017
50.
Hein, A.; Krüger, F.; Bader, S.; Eschholz, P.; Kirste, T.:
Challenges of Collecting Empirical Sensor Data from People with Dementia in a Field Study. IEEE International Conference on Pervasive Computing and Communications WIP Proceedings, 2017
Challenges of Collecting Empirical Sensor Data from People with Dementia in a Field Study. IEEE International Conference on Pervasive Computing and Communications WIP Proceedings, 2017
51.
Krüger, F.; Heine, C.; Bader, S.; Hein, A.; Teipel, S.; Kirste, T.:
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), Kona, Hawaii, USA, 2017
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), Kona, Hawaii, USA, 2017
52.
Lüdtke, S.; Hein, A.; Krüger, F.; Bader, S.; Kirste, T.:
Actigraphic Sleep Detection for Real-World Data of Healthy Young Adults and People with Alzheimer's Disease. Proceedings of BIOSIGNALS 2017, Porto, Portugal, 2017
Actigraphic Sleep Detection for Real-World Data of Healthy Young Adults and People with Alzheimer's Disease. Proceedings of BIOSIGNALS 2017, Porto, Portugal, 2017
53.
Schröder, M.; Lüdtke, S.; Bader, S.; Krüger, F.; Kirste, T.:
Abstracting from Observation-equivalent Entities in Human Behavior Modeling. AAAI Workshop: Plan, Activity, and Intent Recognition, 2017
Abstracting from Observation-equivalent Entities in Human Behavior Modeling. AAAI Workshop: Plan, Activity, and Intent Recognition, 2017
54.
Loseries, W.; Reinholz, H.; Kirste, T.; Krüger, F.; Schennigcke, B.; Sucharowski, W.; von Oeynhausen, V.:
Von der Lernumgebung zum forschungsbasierten Lehr-Lern-Prozess. GDCP-Jahrestagung, Zürich, 2016
Von der Lernumgebung zum forschungsbasierten Lehr-Lern-Prozess. GDCP-Jahrestagung, Zürich, 2016
55.
Bader, S.; Krüger, F.; Hein, A.; Yordanova, K.; Kirste, T.:
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, Frankfurt am Main, 2016
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, Frankfurt am Main, 2016
56.
Schröder, M.; Bader, S.; Krüger, F.; Kirste, T.:
Reconstruction of Everyday Life Behaviour based on Noisy Sensor Data. Proceedings of the 8th International Conference on Agents and Artificial Intelligence, pp. 430-437, Rome, Italy, 2016
doi:10.5220/0005756804300437
Reconstruction of Everyday Life Behaviour based on Noisy Sensor Data. Proceedings of the 8th International Conference on Agents and Artificial Intelligence, pp. 430-437, Rome, Italy, 2016
doi:10.5220/0005756804300437
57.
Heine, C.; Koldrack, P.; Yordanova, K.; Bader, S.; Krüger, F.; Hein, A.; Kernebeck, S.; Halek, M.; Kirste, T.; Teipel, S.:
Erfassung von herausforderndem Verhalten von Menschen mit Demenz in einem Seniorenheim als Grundlage zur Entwicklung einer technisch unterstützten Diagnose- und Entscheidungshilfe für pflegende Angehörige., Berlin, 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., Berlin, 2016
58.
Röhlig, M.; Luboschik, M.; Krüger, F.; Kirste, T.; Schumann, H.; Bögl, M.; Alsallakh, B.; Miksch, S.:
Supporting Activity Recognition by Visual Analytics. IEEE Conference on Visual Analytics Science and Technology (VAST), pp. 41-48, Chicago, Illinois, USA, 2015
Supporting Activity Recognition by Visual Analytics. IEEE Conference on Visual Analytics Science and Technology (VAST), pp. 41-48, Chicago, Illinois, USA, 2015
59.
Bader, S.; Krüger, F.; Kirste, T.:
Computational Causal Behaviour Models for Assisted Manufacturing. Proc. of 2nd International Workshop on Sensor-based Activity Recognition and Interaction (IWOAR'15), Rostock, Germany, 2015
ISBN: 978-1-4503-3454-9, doi:10.1145/2790044.2790058
Computational Causal Behaviour Models for Assisted Manufacturing. Proc. of 2nd International Workshop on Sensor-based Activity Recognition and Interaction (IWOAR'15), Rostock, Germany, 2015
ISBN: 978-1-4503-3454-9, doi:10.1145/2790044.2790058
60.
Koldrack, P.; Henkel, R.; Krüger, F.; Teipel, S.; Kirste, T.:
Supporting Situation Awareness of Dementia Patients in Outdoor Environments. 9th International Conference on Pervasive Computing Technologies for Healthcare, pp. 245-248, Istanbul, Turkey, 2015
ISBN: 978-1-63190-045-7, doi:10.4108/icst.pervasivehealth.2015.259288
Supporting Situation Awareness of Dementia Patients in Outdoor Environments. 9th International Conference on Pervasive Computing Technologies for Healthcare, pp. 245-248, Istanbul, Turkey, 2015
ISBN: 978-1-63190-045-7, doi:10.4108/icst.pervasivehealth.2015.259288
61.
Krüger, F.; Kasparick, M.; Mundt, T.; Kirste, T.:
Where are my colleagues and why? Tracking multiple persons in indoor environments. Proceedings of the 10th International Conference on Intelligent Environments, Shanghai, China, 2014
doi:10.1109/IE.2014.35
Where are my colleagues and why? Tracking multiple persons in indoor environments. Proceedings of the 10th International Conference on Intelligent Environments, Shanghai, China, 2014
doi:10.1109/IE.2014.35
62.
Aehnelt, M.; Bader, S.; Ruscher, G.; Krüger, F.; Urban, B.; Kirste, T.:
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, Las Vegas, NV, USA, 2013
ISBN: 978-3-642-39225-2, doi:10.1007/978-3-642-39226-9_45
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, Las Vegas, NV, USA, 2013
ISBN: 978-3-642-39225-2, doi:10.1007/978-3-642-39226-9_45
63.
Krüger, F.; Yordanova, K.; Hein, A.; Kirste, T.:
Plan Synthesis for Probabilistic Activity Recognition. Proceedings of the 5th International Conference on Agents and Artificial Intelligence (ICAART 2013), pp. 283-288, Barcelona, Spain, 2013
doi:10.5220/0004256002830288
Plan Synthesis for Probabilistic Activity Recognition. Proceedings of the 5th International Conference on Agents and Artificial Intelligence (ICAART 2013), pp. 283-288, Barcelona, Spain, 2013
doi:10.5220/0004256002830288
64.
Steiniger, A.; Krüger, F.; Uhrmacher, A. M.:
Modeling Agents and their Environment in Multi-Level-DEVS. Proc. of the 2012 Winter Simulation Conference, pp. 233:1-12, Berlin, Germany, 2012
Modeling Agents and their Environment in Multi-Level-DEVS. Proc. of the 2012 Winter Simulation Conference, pp. 233:1-12, Berlin, Germany, 2012
65.
Krüger, F.; Yordanova, K.; Kirste, T.:
Tool Support for Probabilistic Intention Recognition using Plan Synthesis. Proceedings of the 3rd international joint conference on Ambient Intelligence, pp. 439-444, Pisa, Italy, 2012
doi:10.1007/978-3-642-34898-3_40
Tool Support for Probabilistic Intention Recognition using Plan Synthesis. Proceedings of the 3rd international joint conference on Ambient Intelligence, pp. 439-444, Pisa, Italy, 2012
doi:10.1007/978-3-642-34898-3_40
66.
Mundt, T.; Krüger, F.; Wollenberg, T.:
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, Victoria, Canada, 2012
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, Victoria, Canada, 2012
67.
Yordanova, K.; Krüger, F.; Kirste, T.:
Strategies for Modelling Human Behaviour for Activity Recognition with Precondition-Effect Rules. Proceedings of the 35th German Conference on Artificial Intelligence, pp. 257-261, Saarbrücken, Germany, 2012
Strategies for Modelling Human Behaviour for Activity Recognition with Precondition-Effect Rules. Proceedings of the 35th German Conference on Artificial Intelligence, pp. 257-261, Saarbrücken, Germany, 2012
68.
Yordanova, K.; Krüger, F.; Kirste, T.:
Tool Support for Activity Recognition with Computational Causal Behaviour Models. Proceedings of the 35th German Conference on Artificial Intelligence, pp. 561-573, Saarbrücken, Germany, 2012
Tool Support for Activity Recognition with Computational Causal Behaviour Models. Proceedings of the 35th German Conference on Artificial Intelligence, pp. 561-573, Saarbrücken, Germany, 2012
69.
Krüger, F.; Steiniger, A.; Bader, S.; Kirste, T.:
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, Pittsburgh, PA, USA, 2012
doi:10.1145/2370216.2370443
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, Pittsburgh, PA, USA, 2012
doi:10.1145/2370216.2370443
70.
Krüger, F.; Yordanova, K.; Köppen, V.; Kirste, T.:
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, Braunschweig, Germany, 2012
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, Braunschweig, Germany, 2012
71.
Yordanova, K.; Krüger, F.; Kirste, T.:
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, Lugano, Switzerland, 2012
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, Lugano, Switzerland, 2012
72.
Krüger, F.; Kirste, T.:
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, Amsterdam, Netherlands, 2011
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, Amsterdam, Netherlands, 2011
73.
Krüger, F.; Ruscher, G.; Bader, S.; Kirste, T.:
A Context-Aware proactive Controller for Smart Environments. Proceedings of the 2nd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011), Palo Alto, CA, USA, 2011
A Context-Aware proactive Controller for Smart Environments. Proceedings of the 2nd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011), Palo Alto, CA, USA, 2011
74.
Ruscher, G.; Krüger, F.; Bader, S.; Kirste, T.:
Controlling Smart Environments using a Brain Computer Interface. Proceedings of the 2nd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011), Palo Alto, CA, USA, 2011
Controlling Smart Environments using a Brain Computer Interface. Proceedings of the 2nd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011), Palo Alto, CA, USA, 2011
75.
Krüger, F.; Kirste, T.:
A bayesian filter framework for dual use. 3rd International Conference of the ERCIM WG on Computing & Statistics (ERCIM'10), pp. 283-283, London, England, 2010
A bayesian filter framework for dual use. 3rd International Conference of the ERCIM WG on Computing & Statistics (ERCIM'10), pp. 283-283, London, England, 2010
PhD thesis:
76.
Krüger, F.:
Activity, Context and Intention Recognition with Computational Causal Behavior Models. Universität Rostock, 2016
Activity, Context and Intention Recognition with Computational Causal Behavior Models. Universität Rostock, 2016
Technical Reports:
77.
Krüger, F.; Spors, S.:
A questionnaire to estimate the needs for research data management. Institute of Communications Engineering, University of Rostock, 2018
A questionnaire to estimate the needs for research data management. Institute of Communications Engineering, University of Rostock, 2018
78.
Kirste, T.; Krüger, F.:
CCBM - A tool for activity recognition using Computational Causal Behavior Models. Universität Rostock, 2012
CCBM - A tool for activity recognition using Computational Causal Behavior Models. Universität Rostock, 2012
Miscellaneous:
79.
Schröder, M.; Raben, H.; Krüger, F.; Ruscheinski, A.; van Rienen, U.; Uhrmacher, A. M.; Spors, S.:
SFB-ELAINE/PROV-Bio-electric-Systems: Version 1.0, Zenodo, 4/2019
doi:10.5281/zenodo.2650138
SFB-ELAINE/PROV-Bio-electric-Systems: Version 1.0, Zenodo, 4/2019
doi:10.5281/zenodo.2650138
80.
Krüger, F.; Schröder, M.:
Forschungsdatenmanagement im Sonderforschungsbereich ELAINE, 11/2018
doi:10.5281/zenodo.1744974
Forschungsdatenmanagement im Sonderforschungsbereich ELAINE, 11/2018
doi:10.5281/zenodo.1744974
81.
Yordanova, K.; Krüger, F.; Kirste, T.:
Semantic Annotation for the CMU-MMAC Dataset, University Library, University of Rostock, 1/2018
doi:10.18453/rosdok_id00000163
Semantic Annotation for the CMU-MMAC Dataset, University Library, University of Rostock, 1/2018
doi:10.18453/rosdok_id00000163
82.
Yordanova, K.; Krüger, F.; Kirste, T.:
Semantic Annotation for the CMU-MMAC Dataset (Version 2), Universität Rostock, 2018
doi:10.18453/rosdok_id00002273
Semantic Annotation for the CMU-MMAC Dataset (Version 2), Universität Rostock, 2018
doi:10.18453/rosdok_id00002273
83.
Krüger, F.; Hein, A.; Yordanova, K.; Kirste, T.:
Recognising the Actions during Cooking Task (Cooking Task Dataset) - IMU Data, University Library, University of Rostock, 2017
Recognising the Actions during Cooking Task (Cooking Task Dataset) - IMU Data, University Library, University of Rostock, 2017
84.
Schröder, M.; Lüdtke, S.; Bader, S.; Krüger, F.; Kirste, T.:
An Office Scenario Dataset for Benchmarking Observation-equivalent Entities, University Library, University of Rostock, 12/2016
doi:10.18453/rosdok_id00000138
An Office Scenario Dataset for Benchmarking Observation-equivalent Entities, University Library, University of Rostock, 12/2016
doi:10.18453/rosdok_id00000138
85.
Kasparick, M.; Krüger, F.:
Probabilistic action selection - Tracking multiple persons in indoor environments, University Library, University of Rostock, 8/2015
Probabilistic action selection - Tracking multiple persons in indoor environments, University Library, University of Rostock, 8/2015
86.
Krüger, F.; Hein, A.; Yordanova, K.; Kirste, T.:
Recognising the Actions during Cooking Task (Cooking Task Dataset), University Library, University of Rostock, 2015
Recognising the Actions during Cooking Task (Cooking Task Dataset), University Library, University of Rostock, 2015
Poster:
87.
Schröder, M.; Krüger, F.; Spors, S.:
Poster: Reproducible Research is more than Publishing Research Artefacts - A Systematic Analysis of Jupyter Notebooks from Research Articles, Zenodo, 3/2019
doi:10.5281/zenodo.2593549
Poster: Reproducible Research is more than Publishing Research Artefacts - A Systematic Analysis of Jupyter Notebooks from Research Articles, Zenodo, 3/2019
doi:10.5281/zenodo.2593549