Dr. Sandra Geisler
Contact Information
Address: |
Life Science room 5053.7, B-IT research school (opposite of AHV), building: E2 Ahornstr. 55 52056 Aachen DE |
Phone: | +49 / 241 / 80-21508 |
Fax: | +49 / 241 / 80-22321 |
Email: | geisler@dbis.rwth-aachen.de |
Office hours
Appointments only on request.Short Biography
Sandra Geisler received her doctoral degree in computer science in December 2016 at the RWTH Aachen University. The thesis' title was "A systematic evaluation approach for data stream-based applications". She completed her diploma (master) studies in computer science in April 2008 at RWTH Aachen University.
Sandra Geisler is working as post-doctoral research and development engineer at the Fraunhofer Institute for Applied Information Technology FIT in St. Augustin in the group High Content Analysis and Information-intensive Instruments of the Life Science Informatics department. She was working as a research assistant and PhD student at the Informatik 5 (Information Systems) chair at RWTH Aachen University from June 2008 until April 2017. She was member of the working group Model Management.
Professional Interests
- Data Streams
- Information Systems in Life Science
- Big Data
- Ontologies and the Semantic Web
- Data Integration
- Schema Matching
- Business Intelligence
Talks
- Big Time - A Glance At Azure Time Series Insights, SQL Saturday Wien, 24.01.2020, Wien, Österreich
- Schritte ins digitale Gesundheitswesen - Szenarien des Fraunhofer Medical Data Space, Networked Health, 09.11.2019, Köln, Deutschland
- How Flow Can You Go, SQL Saturday Rheinland, 25.05.2019, Bonn, Deutschland
- Stream on - Echtzeitdatenanalyse mit MS StreamInsight & Azure Stream Analytics, SQL Server Konferenz, 21.02.2019, Darmstadt, Deutschland
- Get into the Flow, SQL Server Konferenz, 20.02.2019, Darmstadt, Deutschland
- Stream on - Echtzeitdatenanalyse mit MS StreamInsight & Azure Stream Analytics, SQLdays Konferenz, 10.10.2018, Erding, Deutschland
- Stream on - Real-time Data Analysis with StreamInsight and Azure Stream Analytics, SQL Server Konferenz 2018, 28.02.2018, Darmstadt, Deutschland
- An Integrated Ontology-based Approach for Patent Classification in Medical Engineering, 12th Int. Conference on Data Integration in the Life Sciences 2017 (DILS'17), 13.11.2017, Luxembourg, Luxembourg
- Ontology-based Data Quality Management for Data Streams, Otto-Friedrich-Universitaet Bamberg, 16.05.2017, Bamberg
- Microsoft Business Intelligence für alle mobilen Plattformen, SQL Saturday Wien, 20.01.2017, Wien, Austria
- Complex Event Processing mit StreamInsight, PASS (Professional Association for SQL Server) Regionalgruppe Ruhrgebiet, 14.03.2013
- An Ontology-based Data Quality Framework for Data Stream Applications, 16th International Conference on Data Quality, 19.11.2011, Adelaide, Australia
- A Universal Tool for Mobile Long-Time Recording, Monitoring and Analysis of Bio-Signals. IEEE International Conference on Mobile Data Management, International Workshop on Managing Health Information in Mobile Applications (HIMoA), June 6-9, Luleå, Sweden
- Data Stream Management Systems and Query Languages, Advanced School on Data Exchange, Integration and Streams (DEIS'10), Schloss Dagstuhl, Wadern, 09.11.2010
- A data stream-based evaluation framework for traffic information systems. ACM SIGSPATIAL Intl. Workshop on GeoStreaming (IWGS), San José, USA, November 2010
- Accuracy Assessment for Traffic Information Derived from Floating Phone Data. 17th World Congress on Intelligent Transportation Systems and Services (ITS), Busan, South-Korea, October 2010
- A Data Stream-based Evaluation Framework for Traffic Information Systems, UMIC Workshop, 18.10.2010
- A Data Stream-based Framework for Traffic Information Systems, Ericsson Eurolab, Aachen, 02.09.2010
- Einführung in SQL Server Spatial, PASS (Professional Association for SQL Server) Regionalgruppe Ruhrgebiet, 12.08.2010
- Dynamische Erstellung von SSIS-Paketen, PASS (Professional Association for SQL Server) Regionalgruppe Ruhrgebiet, 11.02.2010
Memberships and Posts
- Public Relation Chair of the QDB Workshop held in conjunction with the VLDB 2016 in New Delhi, India
- Workshop Chair of the IMMoA Workshop held in conjunction with the VLDB 2013 in Riva del Garda, Trento, Italy
- Workshop Chair of the IMMoA Workshop held in conjunction with the VLDB 2012 in Istanbul, Turkey
- Workshop Chair of the HIMoA Workshop held in conjunction with the MDM 2011 in Lulea, Sweden
- Editor of the Special Issue on Information Management in Mobile Applications in the Pervasive and Mobile Computing Journal
Reviews
Journals
- Business & Information Systems Engineering
- Scientific Research and Essays
- IEEE Transactions on Biomedical Engineering
- IEEE MultiMedia
- International Journal of Information Technology and Decision Making
Conferences
- 8th International Conference on Data Science, Technology and Applications (DATA) 2019
- 1st Intl. Workshop on Data Science for Industry 4.0 (DSI4) in conjunction with EDBT 2019
- 31st IEEE CBMS International Symposium on Computer-Based Medical Systems, 2018
- 7th International Conference on Data Science, Technology and Applications (DATA) 2018
- 30th IEEE CBMS International Symposium on Computer-Based Medical Systems, 2017
- 29th IEEE CBMS International Symposium on Computer-Based Medical Systems, 2016
- 28th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2015)
- 26th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2013)
- 8th Intl. Conference on Web Information Systems and Technologies (WEBIST'12)
Projects
Completed Projects
Past Teaching
- Research Data Management (SS 17)
- Information Management in the Web (WS 11/12)
- Datenbanken und Informationssysteme (Proseminar) (SS 11)
- Dataspaces (WS 08/09)
- Algorithmen und Datenstrukturen (Service) (SS 17)
- Big Data Integration and Quality (WS 16/17)
- Implementation of Databases (WS 16/17)
- Implementation of Databases (WS 15/16)
- Big Data (WS 15/16)
- Implementation of Databases (WS 14/15)
- Information Management in the Web (WS 12/13)
- Implementation of Databases (WS 12/13)
- Datenbanken und Informationssysteme (SS 12)
- Datenbanken und Informationssysteme (SS 11)
- Personal and Mobile Health Care (WS 10/11)
- Data Streams and Dataspaces (WS 09/10)
- Einführung in Datenbanken (SS 09)
Theses
- Queries and Indexing on encrypted health data (Open)
- Datenanalyse zur Fehlererkennung im Präparationsauftrag des Schmelzspinnprozesses (2020)
- Classification of Mechanically Ventilated Patients Based on Weaning Difficulty (2019)
- Usage Control and Policy Management in eHealth Systems (2019)
- Developing an Architecture for Data Quality Measurement to Achieve Utility-driven Data Suppression (2019)
- Data Quality Management for Data Lake Systems (2018)
- HMM-based Approach for Segmenting and Clustering in Time Series from Energy Consumption Data of Industrial Machines (2018)
- Konzeptentwicklung und Implementierung eines sicheren Kommunikationsmodells für ein medizinisches Monitoring-System in einer verteilten und heterogenen Umgebung (2017)
- Professional Competence Profiling of Biomedical Experts for Cooperation Partner Recommendation (2016)
- Detection of Manufacturing Defects during Mill Processes based on Machine Signals (2016)
- Evaluation and Design of Semantic Data Models for Competence Fields in Medical Engineering (2015)
- Comparison of Text Mining Platforms for Patent Analysis (2015)
- A Presentation Semantic for the Operational Data Model (ODM) (2015)
- Curricularmanagement basierend auf Semantic Web-Techniken (2013)
- Evaluation of Sampling Techniques for Data Stream Classification (2013)
- Ontology-based Framework for Biomaterial Storage Optimization (2013)
- Evaluating Concept Drift in Traffic Applications based on Data Streams (2013)
- Design und Implementierung einer Datenbank zur Klassifikation der Anatomie von Gefäßverläufen (2012)
- medicalAdvisor - Situationsadaptive Dokumentation und Assistenz in der Notfallmedizin (2012)
- Real-time Map Matching in Car-To-X Applications (2012)
- Ontology-based Data Quality Framework for Data Stream Applications (2011)
- Methodik und Werkzeugunterstützung für die Gewinnung und Konsentierung von Anforderungen an die Parametrierung eines Biobankmanagementsystems (2011)
- Open-Source-Integration von Business Intelligence in Krankenhausinformationssystemen (2010)
- Long-term Aquisition and Monitoring of biosignals including analysis and representation of coherent and non-coherent components (2010)
- Evaluation Framework for Data Stream Mining Algorithms for Traffic State Estimation in a Data Fusion Architecture (2010)
- Adaptives Bettenmanagement basierend auf individuellen Fallprognosen (2010)
- Data Quality Management for Traffic Monitoring Systems based on Wireless Location Technology (2009)
- Process Modeling of Mobile Data Acquisition for the Emergency Medical Services in a Mass Casuality (2009)
- Requirements Analysis of the Mobile Access and Integration of Medical Device Data in Hospital Information Systems (2009)
Publications
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Sebastian Bader, Jaroslav Pullmann, Christian Mader, Sebastian Tramp, Christoph Quix, Andreas W. Müller, Haydar Akyürek, Matthias Böckmann, Benedikt T. Imbusch, Johannes Lipp, Sandra Geisler, Christoph Lange
Published in The 19th International Semantic Web Conference (ISWC'20)
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Complex Event Processing (CEP)
Published in Encyclopedia of Big Data
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Data Lake
Published in Encyclopedia of Big Data
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Mark Bukowski, Sandra Geisler, Thomas Schmitz-Rode, Robert Farkas
Published in Scientometrics
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Database Management Systems (DBMS)
Published in Encyclopedia of Big Data
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Sandra Geisler, Maria-Esther Vidal, Elda Paja, Maurizio Lenzerini, Paolo Missier
Published in Data Ecosystems: Sovereign Data Exchange among Organizations (Dagstuhl Seminar 19391)
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Arnab Chakrabarti, Christoph Quix, Sandra Geisler, Jaroslav Pullmann, Matthias Jarke
Published in Proceedings of the 11th International i* Workshop co-located with the 30th International Conference on Advanced Information Systems Engineering (CAiSE 2018)
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Christoph Quix, Sandra Geisler, Rihan Hai, Sanchit Alekh
Published in 12th International Workshop on Ontology Matching (OM-2017), co-located with the 16th International Semantic Web Conference (ISWC-2017), Vienna, Austria, October 21, 2017.
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Thomas Deserno, Daniel Haak, Markus Harmsen, Sandra Geisler, Matthias Jarke
Published in Proceedings of the IEEE International Conference on Biomedical and Health Informatics – Integrated Informatics for Precision and Preventive Medicine (BHI 2017)
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Sandra Geisler, Christoph Quix, Rihan Hai, Sanchit Alekh
Published in International Conference on Data Integration in the Life Sciences
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Recommender System für Projektkollaborationen basierend auf wissenschaftlichen Publikationen und Patenten
Published in WissKom 2016 - 7. Konferenz der Zentralbibliothek des Forschungszentrums Jülich
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Sandra Geisler, Christoph Quix, Sven Weber, Matthias Jarke
Published in ACM Journal of Data and Information Quality
- A systematic evaluation approach for data stream-based applications
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Constance: An Intelligent Data Lake System
Published in In Proceedings of the 2016 International Conference on Management of Data (SIGMOD), pp. 2097-2100. ACM.
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C. Spreckelsen, D. Schmithausen, P. Röder, Robert Schmidt, E. Dahl, Sandra Geisler, Klaus Kabino
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An Ontology-based Collaboration Recommender System using Patents
Published in Proceedings of the 7th International Conference on Knowledge Engineering and Ontology Development (KEOD'15)
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Thierry Delot, Sandra Geisler, Sergio Ilarri, Christoph Quix
Published in Distributed and Parallel Databases
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Thierry Delot, Sandra Geisler, Daniela Nicklas, Christoph Quix
Published in Pervasive and Mobile Computing
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Evaluation of Real-time Traffic Applications based on Data Stream Mining
Published in G. Cervone, J. Lin, N. Waters (eds.): Data Mining for Geoinformatics: Methods and Applications, pp. 83-103, Springer, 2014.
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Robert Schmidt, Sandra Geisler, Cord Spreckelsen
Published in BMC Medical Informatics and Decision Making
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Sandra Geisler, Frank Geisler
Published in Windows Developer, S&S Media Group, 2013
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Thierry Delot, Sandra Geisler, Sergio Ilarri, Christoph Quix
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Data Stream Management Systems
Published in Data Exchange, Information, and Streams , by Phokion G. Kolaitis and Maurizio Lenzerini and Nicole Schweikardt , p. 275--304 ; Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik
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Christoph Quix, Sandra Geisler, S. Kim, Xiang Li, Andreas Lorenz, T. Gries, Matthias Jarke, S. Leonhardt, T. Seidl
Published in Proceedings of the 3rd International Workshop on Information Management for Mobile Applications
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Cord Spreckelsen, Patrick Roeder, Robert Schmidt, Sandra Geisler
Published in 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS) e.V.
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Sandra Geisler, Christoph Quix, Stefan Schiffer, Matthias Jarke
Published in Transportation Research Part C, Special Issue on Data Management in Vehicular Networks, Volume 23, August 2012, pp. 29–55
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Xiang Li, Christoph Quix, David Kensche, Sandra Geisler, Lisong Guo
Published in Proceedings of the 27th International Conference on Data Engineering, ICDE 2011, April 11-16, 2011, Hannover, Germany.
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Christoph Rasim, Sandra Geisler, Jiri Silny
Published in Proc. of 12th IEEE International Conference on Mobile Data Management, International Workshop on Managing Health Information in Mobile Applications (HIMoA)
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Sandra Geisler, Sven Weber, Christoph Quix
Published in Proc. of the 16th International Conference on Information Quality, November 2011, Adelaide, AUS
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Sandra Geisler, Yuan Chen, Christoph Quix, G. G. Gehlen
Published in 17th Intelligent Transportation Systems and Services World Congress, Busan, South Korea, 2010.
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Solving ORM by MAGIC: MApping GeneratIon and Composition
Published in Alan Dearle, Roberto Zicari (Eds.): Proceedings of the Third International Conference on Objects and Databases (ICOODB), Frankfurt/Main, Germany, September 28-30, Lecture Notes in Computer Science (LNCS), vol. 6348, Springer, 2010.
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A. Schmeink, Sandra Geisler, A. Brauers, Christoph Quix
Published in Patent Application, No. PCT/IB2009/055537
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A. Schmeink, Sandra Geisler, A. Brauers, Christoph Quix
Published in Patent Application, No. PCT/IB2009/055548
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Sandra Geisler, Christoph Quix, A. Schmeink, David Kensche
Published in C. Plant, C. Böhm (eds.): Database Technology for Life Sciences and Medicine. Word Scientific Publishing, 2010.
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Automatic Schema Merging Using Mapping Constraints Among Incomplete Sources
Published in Proceedings of the 19th ACM international conference on Information and knowledge management (CIKM'10), October 26-30, 2010, Toronto, ON, Canada.
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Sandra Geisler, Christoph Quix, Stefan Schiffer
Published in ACM SIGSPATIAL International Workshop on GeoStreaming (IWGS) 2010, November 2, 2010, San Jose, CA, USA
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Results of GeRoMeSuite for OAEI 2009
Published in Proceedings of the 4th International Workshop on Ontology Matching (OM-2009), Collocated with the 8th International Semantic Web Conference (ISWC-2009) Chantilly, USA, October 25, 2009.
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M. Soboll, B. Binder, Christoph Quix, Sandra Geisler
Published in Reinhard Höhn, Oliver Linssen (Hrgs.). Vorgehensmodelle und Implementierungsfragen - Akquisition - Lokalisierung - soziale Maßnahmen - Werkzeuge. Tagungsband zum 16. Workshop der Fachgruppe WI-VM der Gesellschaft für Informatik e.V. (GI), Düsseldorf, 08.-09.04.2009. S. 109-125
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Sandra Geisler, Christoph Quix, G. G. Gehlen, G. Jodlauk
Published in Proc. of the 16th ITS World Congress Stockholm 2009
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View Management Techniques and Their Application to Data Stream Management
Published in P. Furtado (ed.): Evolving Application Domains of Data Warehousing and Mining - Trends and Solutions, Information Science Reference, pp. 83-112, 2009.
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C. Weßel, U. Christoph, Sandra Geisler
Published in Höhn R, Petrasch R, Linssen O (Ed.). Vorgehensmodelle und der Product Life-cycle - Projekt und Betrieb von IT-Lösungen. 15. Workshop der Fachgruppe WI-VM der Gesellschaft für Informatik e.V. (GI). Shaker, Aachen 2008: 176 - 189
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C. Weßel, Sandra Geisler, U. Christoph
Published in Zöllner I, Klar R (Hrsg). 53. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (gmds). Brückenschlag von Medizinischer Informatik, Biometrie und Epidemiologie zur Medizintechnik. Stuttgart, 15.-19.09.2008. Düsseldorf: German Medical Science GMS Publishing House; 2008: 665-667
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Results of GeRoMeSuite for OAEI 2008
Published in Proc. Third International Workshop on Ontology Matching, Karlsruhe, Germany, 2008
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Sandra Geisler, A. Brauers, Christoph Quix, A. Schmeink
Published in Annual Symposium of the IEEE/EMBS Benelux Chapter 2007, Heeze, the Netherlands, pp. 53-55
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M. Soboll, C. Spreckelsen, Sandra Geisler, K. Spitzer, C. Weßel
Published in Leimeister JM, Mauro C, Krcmar H, Eymann T, Koop A (Hrsg.). Mobiles Computing in der Medizin. Proceedings zum 7. Workshop der GMDS Arbeitsgruppe Mobiles Computing in der Medizin, Augsburg, 20. September 2007. Shaker; Aachen 2007: S. 85 - 93