Mitarbeiter IES

Dr.-Ing. Yvonne Fischer

  • Ehemalige Wissenschaftliche Mitarbeiterin

Lebenslauf

Dipl.-Math. Yvonne Fischer studierte von 1999 bis 2007 Mathematik an der Universität Karlsruhe (TH). Ihre Diplomarbeit zum Thema "Mittlere Formen von zufälligen Mengen und Partikelprozessen" fertigte sie an der Fakultät für Mathematik am Institut für Algebra und Geometrie bei Prof. Dr. Wolfgang Weil an. Frau Fischer arbeitete von 2009 bis 2014 am Lehrstuhl für Interaktive Echtzeitsysteme und beschäftigte sich mit der wissensbasierten probabilistischen Modellierung für die Situationsanalyse am Beispiel der maritimen Überwachung. 2015 promovierte Sie zu diesem Thema.

Veröffentlichungen


2017
Towards a surgical phase detection using Markov Logic Networks.
Philipp, P.; Bleier, J.; Fischer, Y.; Beyerer, J.
2017. CAOS 2017, 17th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery. Papers. Online resource : June 14-17, 2017, Aachen, Germany 2017. Ed.: K. Radermacher, 288–294
Expert-based probabilistic modeling of workflows in context of surgical interventions.
Philipp, P.; Beyerer, J.; Fischer, Y.
2017. 2017 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA), Savannah, Georgia, USA, 27-31 March 2017, Art. Nr. 7929589, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/COGSIMA.2017.7929589
2016
Situation Detection for an Interactive Assistance in Surgical Interventions Based on Random Forests.
Schreiter, L.; Philipp, P.; Giehl, J.; Fischer, Y.; Raczkowsky, J.; Schwarz, M.; Beyerer, J.; Wörn, H.
2016. International journal of computer assisted radiology and surgery, 11 (Supplement 1), 115–116
Situation Detection for an Interactive Assistance in Surgical Interventions Based on Dynamic Bayesian Networks.
Philipp, P.; Schreiter, L.; Giehl, J.; Fischer, Y.; Raczkowsky, J.; Schwarz, M.; Wörn, H.; Beyerer, J.
2016. Proceedings of the 6th Joint Workshop On New Technologies for Computer/Robot Assisted Surgery, CRAS 2016, Pisa, Italy, 12th - 14th September 2016
Framework for an Interactive Assistance in Diagnostic Processes Based on the Translation of UML Activities into Petri Nets.
Philipp, P.; Fischer, Y.; Hempel, D.; Beyerer, J.
2016. Proceedings - 2015 International Conference on Computational Science and Computational Intelligence, CSCI 2015; Las Vegas; United States; 7 December 2015 through 9 December 2015, 732–737, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CSCI.2015.110
Quantitative Assessment of Anomaly Detection Algorithms in Annotated Datasets from the Maritime Domain.
Anneken, M.; Fischer, Y.; Beyerer, J.
2016. Intelligent Systems and Applications. Extended and Selected Results from the SAI Intelligent Systems Conference (IntelliSys), London, UK, 10-11 November 2015. Ed.: Y. Bi, 89–107, Springer Verlag. doi:10.1007/978-3-319-33386-1_5
Framework for an Interactive Assistance in Diagnostic Processes Based on Probabilistic Modeling of Clinical Practice Guidelines.
Philipp, P.; Fischer, Y.; Hempel, D.; Beyerer, J.
2016. Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology: Systems and Applications. Ed.: Q.-N. Tran, 371–390, Morgan Kaufmann Publishers. doi:10.1016/B978-0-12-804203-8.00026-2
Anomaly detection using B-spline control points as feature space in annotated trajectory data from the maritime domain.
Anneken, M.; Fischer, Y.; Beyerer, J.
2016. ICAART 2016 - Proceedings of the 8th International Conference on Agents and Artificial Intelligence, Rome; Italy; 24 February 2016 through 26 February 2016, Vol.2. Ed.: J.Filipe, 250–257, SciTePress. doi:10.5220/0005655302500257
2015
Modeling of Clinical Practice Guidelines for Interactive Assistance in Diagnostic Processes.
Philipp, P.; Fischer, Y.; Hempel, D.; Beyerer, J.
2015. HIMS 2015 : proceedings of the 2015 International Conference on Health Informatics and Medical Systems : WORLDCOMP’15, July 27-30, 2015, Las Vegas, Nevada, USA. Ed.: H. R. Arabnia, 3–9, CSREA Press
2014
Privacy-aware smart video surveillance revisited.
Fischer, Y.; Krempel, E.; Birnstill, P.; Unmüßig, G.; Monari, E.; Moßgraber, J.; Schenk, M.; Beyerer, J.
2014. 9th Security Research Conference ’Future Security’, Berlin, September 16-18, 2014. Ed.: K. Thoma, 91–99, Fraunhofer Verlag
Modeling and recognizing situations of interest in surveillance applications.
Fischer, Y.; Reiswich, A.; Beyerer, J.
2014. IEEE International Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA’14), San Antonio, Texas/USA, March 3-6, 2014, 209–215, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CogSIMA.2014.6816564
2013
Modeling of Expert Knowledge for Maritime Situation Assessment.
Fischer, Y.; Beyerer, J.
2013. International Journal on Advances in Systems and Measurement, 8 (3-4), 245–259
Gaze-Bazed Interaction for Real-Time Video Surveillance Systems.
Hild, J.; Fischer, Y.; Peinsipp-Byma, E.; Beyerer, J.
2013. 8th Future Security - Security Research Conference, Berlin, September 17-19, 2013 - Proceedings. Ed.: M. Lauster, 63–72, Fraunhofer Verlag
2012
World Modeling for Autonomous Systems.
Belkin, A.; Kuwertz, A.; Fischer, Y.; Beyerer, J.
2012. Innovative Information Systems Modelling Techniques. Ed.: C. Kalloniatis, 137–158, InTech. doi:10.5772/38190
Acceptance of Automatic Situation Assessment in Surveillance Systems.
Fischer, Y.; Beyerer, J.
2012. IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), 2012 : 6 - 8 March 2012, New Orleans, LA, USA, 324–331, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CogSIMA.2012.6188404
Evaluation of tracking methods for maritime surveillance.
Fischer, Y.; Baum, M.; Flohr, F.; Hanebeck, U. D.; Beyerer, J.
2012. Society of Photo-Optical Instrumentation Engineers -SPIE-, Bellingham/Wash.: Signal processing, sensor fusion, and target recognition XXI : 23 - 25 April 2012, Baltimore, Maryland, United States Bellingham, WA: SPIE, 2012. Ed.: I. Kadar, 1–11, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.919234
A Bayesian Approach to the Detection of Hazardous Shipping Activity.
Fischer, Y.; Geisler, J.
2012. NATO Symposium on Port and Regional Maritime Security 2012. Proceedings : Lerici, Italy, 21.-23. Mai 2012 Lerici, 2012 (RTO-MP-SCI 247), 4/1–4/11, Fraunhofer-Publica
Using Context Knowledge for Maritime Situation Assessment.
Kuwertz, A.; Fischer, Y.; Essendorfer, B.; Peinsipp-Byma, E.
2012. Proceedings of 3rd International Conference on WaterSide Security, 28-30 may 2012, Singapore Singapore, 2012, 1–7, Fraunhofer-Publica
A Top-Down-View on Intelligent Surveillance Systems.
Fischer, Y.; Beyerer, J.
2012. ICONS 2012 : The Seventh International Conference on Systems, 43–48
Defining Dynamic Bayesian Networks for Probabilistic Situation Assessment.
Fischer, Y.; Beyerer, J.
2012. Proceedings of the 15th International Conference on Information Fusion, 888–895, IEEE Computer Society
Modeling and Recognizing Situations in the Maritime Domain. Technical Report IES-2011-02.
Fischer, Y.
2012. Proceedings of the 2011 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 19–33, KIT Scientific Publishing
2011
Object-event graph matching for complex activity recognition.
Bauer, A.; Fischer, Y.
2011. 2011 IEEE First International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), 88–93, IEEE Computer Society
A Conceptual Framework for Automatic Situation Assessment.
Fischer, Y.; Bauer, A.; Beyerer, J.
2011. Proceedings of the Conference on Cognitive Methods in Situation Awareness and Decision Support, 234–239, IEEE Computer Society
Access controls for privacy protection in pervasive environments.
Vagts, H.; Krempel, E.; Fischer, Y.
2011. Proceeding PETRA ’11 Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments, no 52, Association for Computing Machinery (ACM)
2010
Object-oriented sensor data fusion for wide maritime surveillance.
Fischer, Y.; Bauer, A.
2010. Proceedings of 2nd NURC International WaterSide Security Conference, 1–6, IEEE Computer Society
Markov Based Decision Support for Cost-Optimal Response in Security Management.
Fischer, Y.; Glökler, C.; Hild, J.; Ott, J.
2010. 7th International Conference on Information Systems for Crisis Response and Management, Seattle, May 2nd - May 5th, 2010 - Defining Crisis Management 3.0 - Proceedings - Book of Abstracts. Ed.: S. French, 43/1–5, Seattle (Wash.)
World Modeling for Advanced Surveillance Systems.
Fischer, Y.
2010. Proceedings of the 2010 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 17–30, KIT Scientific Publishing
On Situation Modeling and Recognition.
Fischer, Y.
2010. Proceedings of the 2009 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 203–216, KIT Scientific Publishing