Daten für smarte Entscheidungen

Im Data Science Competence Center (DSCC) werden alle Aktivitäten rund um die Auswertung und Analyse von Daten gebündelt.

Diese Aktivitäten umfassen eine Vielzahl von Prozessen und Techniken, die darauf abzielen, wertvolle Erkenntnisse aus großen Mengen an Daten zu gewinnen. Diese Aktivitäten sind essenziell für Unternehmen und Organisationen, um datenbasierte Entscheidungen zu treffen, Wettbewerbsvorteile zu erzielen und innovative Lösungen zu entwickeln.

Data Science umfasst dabei verschiedene Methoden und Techniken wie Datenanalyse, Auswertung, Erkenntnisgewinnung und Entscheidungsfindung.

Statistische Analysen und Machine Learning-Algorithmen werden verwendet, um Zusammenhänge und Muster in den Daten zu erkennen. Künstliche Intelligenz mit Techniken wie neuronalen Netzen und Deep Learning ermöglicht komplexe Analysen und präzise Vorhersagen. Diese Erkenntnisse unterstützen datenbasierte Entscheidungen und verbessern Geschäftsprozesse.

Publikationen

Ziekow, Holger

2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2005

2023
Valentin Göttisheim, Holger Ziekow, Peter Schanbacher, Oliver Taminé, Jochen Baier, Djaffar Ould-Abdeslam	Exploring the Potential of Synthetic Data for Bike Path Surface Classification using Diffusion Models	Upper Rhine Artificial Intelligence Symposium 2023 : AI for Time Series, Robotics and Beyond, 16-17 November 2023, Mulhouse, Frankreich, 2023	BibTeX \| RIS
Holger Ziekow, Norbert Marschner, Dunja Klein, Benjamin Kasenda, Nina Haug	Identification of Factors Guiding Treatment Decision in Oncology by Rapid Data Insights Using AI and XAI — a Pilot Study on Real-World Data	HEALTHINFO 2023 : The Eighth International Conference on Informatics and Assistive Technologies for Health-Care, Medical Support and Wellbeing, November 13th – 17th, 2023, Valencia, Spain, pp. 13-21, 2023	BibTeX \| RIS
Holger Ziekow, Peter Schanbacher	XAI for Semantic Dependency : How to understand the impact of higher-level concepts on AI results	DATA ANALYTICS 2023 : The Twelfth International Conference on Data Analytics, September 25 - 29, 2023, Porto, Portugal, 2023	BibTeX \| RIS
2022
Alexander Gerling, Holger Ziekow, Andreas Hess, Ulf Schreier, Christian Seiffer, Djaffar Ould-Abdeslam	Comparison of algorithms for error prediction in manufacturing with automl and a cost-based metric	Journal of Intelligent Manufacturing, 33.2022(2), pp. 555-573, 2022	BibTeX \| RIS \| DOI \| URN
Alexander Gerling, Oliver Kamper, Christian Seiffer, Holger Ziekow, Ulf Schreier, Andreas Hess, Djaffar Ould-Abdeslam	Results from using an Automl Tool for Error Analysis in Manufacturing	Proceedings of the 24th International Conference on Enterprise Information Systems (ICEIS 2022) : Volume 1, pp. 100-111, 2022	BibTeX \| RIS \| DOI
Valentin Göttisheim, Holger Ziekow, Ulf Schreier, Alexander Gerling	Shapley Values based Regional Feature Importance Measures Driving Error Analysis in Manufacturing	DATA ANALYTICS 2022, The Eleventh International Conference on Data Analytics, November, 13 - 17, 2022, Valencia, Spain, pp. 19-26, 2022	BibTeX \| RIS
Holger Ziekow, Norbert Marschner, Dunja Klein, Benjamin Kasenda, Nina Haug	Technical report: Identification of factors guiding treatment decision in oncology by rapid data insights using AI and xAI - a pilot study on real-world data	2022	BibTeX \| RIS \| URN
2021
Christian Seiffer, Alexander Gerling, Ulf Schreier, Holger Ziekow	A Reference Process and Domain Model for Machine Learning Based Production Fault Analysis	Enterprise Information Systems : 22nd International Conference, ICEIS 2020, Virtual Event, May 5–7, 2020, Revised Selected Papers, pp. 140-157, 2021	BibTeX \| RIS \| DOI
Christian Seiffer, Holger Ziekow, Ulf Schreier, Alexander Gerling	Detection of Concept Drift in Manufacturing Data with SHAP Values to Improve Error Prediction	DATA ANALYTICS 2021 : The Tenth International Conference on Data Analytics, October 3 - 7, 2021, Barcelona, Spain, pp. 51-60, 2021	BibTeX \| RIS
Alexander Gerling, Holger Ziekow, Ulf Schreier, Christian Seiffer, Andreas Hess, Djaffar Ould-Abdeslam	Evaluation of Filter Methods for Feature Selection by Using Real Manufacturing Data	DATA ANALYTICS 2021 : The Tenth International Conference on Data Analytics, October 3 - 7, 2021, Barcelona, Spain, pp. 82-91, 2021	BibTeX \| RIS
Alexander Gerling, Christian Seiffer, Holger Ziekow, Ulf Schreier, Andreas Hess, Djaffar Ould-Abdeslam	Evaluation of Visualization Concepts for Explainable Machine Learning Methods in the Context of Manufacturing	Proceedings of the 5th International Conference on Computer-Human Interaction Research and Applications - CHIRA, 28-29 October 2021, pp. 189-201, 2021	BibTeX \| RIS
Holger Ziekow, Ulf Schreier, Alexander Gerling, Alaa Saleh	Interpretable Machine Learning for Quality Engineering in Manufacturing - Importance Measures that Reveal Insights on Errors	The Upper-Rhine Artificial Intelligence Symposium, UR-AI 2021, Artificial Intelligence - Application in Life Sciences and Beyond, 27th October 2021, Kaiserslautern, Germany, pp. 96-105, 2021	BibTeX \| RIS \| DOI
2020
Alexander Gerling, Ulf Schreier, Andreas Hess, Alaa Saleh, Holger Ziekow, Djaffar Ould-Abdeslam	A Reference Process Model for Machine Learning Aided Production Quality Management	Proceedings of the 22nd International Conference on Enterprise Information Systems, May 5-7,2020 : Volume 1, pp. 515-523, 2020	BibTeX \| RIS \| DOI
Yannick Wilhelm, Ulf Schreier, Peter Reimann, Bernhard Mitschang, Holger Ziekow	Data Science Approaches to Quality Control in Manufacturing: A Review of Problems, Challenges and Architecture	Service-Oriented Computing : 14th Symposium and Summer School on Service-Oriented Computing, SummerSOC 2020, Crete, Greece, September 13-19, 2020, pp. 45-65, 2020	BibTeX \| RIS \| DOI
Christian Seiffer, Ulf Schreier, Holger Ziekow, Alexander Gerling	KI für die Produktionsqualität	2020	BibTeX \| RIS
Alexander Gerling, Alaa Saleh, Ulf Schreier, Holger Ziekow	Supporting Quality Assessment in Manufacturing by Machine Learning : First Results of PREFERML Project	Artificial Intelligence - Research Impact on Key Industries : The Upper-Rhine Artificial Intelligence Symposium UR-AI 2020; Collection of Accepted Papers of the Canceled Symposium Karlsruhe, 13th May 2020, pp. 52-53, 2020	BibTeX \| RIS
2019
Pnina Soffer, Annika Hinze, Agnes Koschmider, Holger Ziekow, Claudio Di Ciccio, Boris Koldehofe, Oliver Kopp, Arno Jacobsen, Jan Sürmeli, Wei Song	From event streams to process models and back: Challenges and opportunities	Information Systems, 81.2019(March), pp. 181-200, 2019	BibTeX \| RIS \| DOI
Holger Ziekow, Annika Hinze, Judy Bowen	Managing Application-level QoS for IoT Stream Queries in Hazardous Outdoor Environments	IoTBDS 2019 : proceedings of the 4th International Conference on Internet of Things, Big Data and Security : Heraklion, Crete, Greece, May 2-4, 2019, pp. 223-231, 2019	BibTeX \| RIS
Holger Ziekow, Ulf Schreier, Alaa Saleh, Christof Rudolph, Katharina Ketterer, Daniel Grozinger, Alexander Gerling	Proactive Error Prevention in Manufacturing Based on an Adaptable Machine Learning Environment	Artificial Intelligence: From Research to Application: The Upper-Rhine Artificial Intelligence Symposium UR-AI 2019, March 13th, 2019, Offenburg, Germany, pp. 113-117, 2019	BibTeX \| RIS
Holger Ziekow, Ulf Schreier, Alexander Gerling, Alaa Saleh	Technical Report: Interpretable Machine Learning for Quality Engineering in Manufacturing - Importance measures that reveal insights on errors	2019	BibTeX \| RIS \| URN
Oleh Bodunov, Vincenzo Gulisano, Hannaneh Najdataei, Zbigniew Jerzak, Andre Martin, Pavel Smirnov, Martin Strohbach, Holger Ziekow	The DEBS 2019 Grand Challenge	DEBS '19 : Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, June 24- 28, 2019, Darmstadt, Germany, pp. 205-208, 2019	BibTeX \| RIS \| DOI
2018
Christoph Doblander, Martin Strohbach, Holger Ziekow, Hans-Arno Jacobsen	Poster Abstract: Real-time load prediction with high velocity smart home data stream	Computer Science - Research and Development, 33.2018(1-2), pp. 233-234, 2018	BibTeX \| RIS \| DOI
Michael Klafft, Holger Ziekow	Requirements Engineering for and assessment of a VR-based training application for small and medium-sized disaster management agencies	EnviroInfo - environmental informatics : techniques and trends : adjunct proceedings of the 32nd edition of the EnviroInfo – the long standing and established international and interdisciplinary conference series on leading environmental information and communication technologies : Garching near Munich, September 5-7, 2018, Leibniz Supercomputing Centre, pp. 139-144, 2018	BibTeX \| RIS
Marianne Andres, Kay-Uwe Zimmermann, Holger Ziekow	Test-Setup zur Beobachtung und Aufzeichnung von VR-Usability-Tests	Mensch und Computer 2018 - Workshopband, pp. 1019-1022, 2018	BibTeX \| RIS \| DOI
Vincenzo Gulisano, Zbigniew Jerzak, Pavel Smirnov, Martin Strohbach, Holger Ziekow, Dimitris Zissis	The DEBS 2018 Grand Challenge	DEBS '18 : Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems, 25 - 29 June 2018, Hamilton, New Zealand, pp. 191-194, 2018	BibTeX \| RIS \| DOI
Marianne Andres, Holger Ziekow, Kay-Uwe Zimmermann, Selina Campinar	Visualizing Business Process Models on Virtual Reality Screens	Mensch und Computer 2018 - Tagungsband, pp. 393-397, 2018	BibTeX \| RIS \| DOI
2017
Manuel Fritz, Simon Albrecht, Holger Ziekow, Jens Strüker	Benchmarking Big Data Technologies for Energy Procurement Efficiency	AMCIS 2017: A Tradition of Innovation, Boston, MA, August 10-12, 2017, 2017	BibTeX \| RIS
Monika Frey-Luxemburger, Manuel Fritz, Holger Ziekow	Energieinformatik mit Big Data Technologien	2017	BibTeX \| RIS
Alexander Bauer, Holger Ziekow	Method of correlating time-series data with event data and system thereof	2017	BibTeX \| RIS
Holger Ziekow	Processing event data streams to recognize event patterns, with conditional query instance shifting for load balancing	2017	BibTeX \| RIS
Simon Albrecht, Manuel Fritz, Jens Strüker, Holger Ziekow	Targeting customers for an optimized energy procurement	Computer Science - Research and Development, 32.2017(1-2), pp. 225-235, 2017	BibTeX \| RIS \| DOI
Vincenzo Gulisano, Zbigniew Jerzak, Roman Katerinenko, Martin Strohbach, Holger Ziekow	The DEBS 2017 Grand Challenge	DEBS '17 : Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems, June 19 - 23, 2017, Barcelona, Spain, pp. 271-273, 2017	BibTeX \| RIS \| DOI
Michael Klafft, Holger Ziekow	Use Cases for Virtual Reality Applications in Emergency Operation Centers (EOC)	EnviroInfo 2017 : From science to society: the bridge provided by environmental informatics : adjunct proceedings of the 31st edition of the EnviroInfo - the long standing and established international and interdisciplinary conference series on leading environmental information and communication technologies : Luxembourg, September 13th-15th, 2017, pp. 203-208, 2017	BibTeX \| RIS
2016
Panayotis Kikiras, Holger Ziekow	Consumption estimation system and method thereof	2016	BibTeX \| RIS
Alessandro Leonardi, Holger Ziekow, Martin Strohbach, Panayotis Kikiras	Dealing with Data Quality in Smart Home Environments — Lessons Learned from a Smart Grid Pilot	Journal of Sensor and Actuator Networks, 5.2016(1), 2016	BibTeX \| RIS \| DOI \| URN
Vincenzo Gulisano, Zbigniew Jerzak, Spyros Voulgaris, Holger Ziekow	The DEBS 2016 Grand Challenge	DEBS '16 : Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, June 20 - 24, 2016, Irvine, California, pp. 289-292, 2016	BibTeX \| RIS \| DOI
Marc-David Hausmann, Holger Ziekow	The Potential of Household Specific Feature Selection for Analysing Smart Home Time-Series Data	Smart SysTech 2016 : European Conference on Smart Objects, Systems and Technologies, June 7 to June 8, 2016, Fraunhofer Institute for Microelectronic Circuits and Systems Duisburg, Germany, pp. 32-37, 2016	BibTeX \| RIS
2015
Tomi Hasan, Panayotis Kikiras, Alessandro Leonardi, Holger Ziekow, Jörg Daubert	Cloud-based IoT Analytics for the Smart Grid: Experiences from a 3-year Pilot	Proceedings of the 10th International Conference on Testbeds and Research Infrastructures for the Development of Networks & Communities (TRIDENTCOM 2015), 2015	BibTeX \| RIS \| DOI
Tomi Hasan, Panayotis Kikiras, Alessandro Leonardi, Holger Ziekow, Jörg Daubert	Cloud-based IoT Analytics for the Smart Grid: Experiences from a 3-year Pilot	EAI Endorsed Transactions on Cloud Systems, 2015	BibTeX \| RIS \| DOI \| URN
Holger Ziekow	Maintaining background knowledge in complex event processing	2015	BibTeX \| RIS
Martin Berchtold, Holger Ziekow, Ulf Blanke, Tim van Kasternen, Alessandro Leonardi, Jelena Mirkovic, Maximilian Walther	System and method for registering sensors used in monitoring-systems	2015	BibTeX \| RIS
Zbigniew Jerzak, Holger Ziekow	The DEBS 2015 Grand Challenge	DEBS '15 : Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems; June 29 - July 03, 2015, Oslo, Norway, pp. 266-268, 2015	BibTeX \| RIS \| DOI
Martin Strohbach, Holger Ziekow, Vangelis Gazis, Navot Akiva	Towards a Big Data Analytics Framework for IoT and Smart City Applications	Modeling and Processing for Next-Generation Big-Data Technologies, Springer: Cham, pp. 257-282, 2015	BibTeX \| RIS \| DOI
2014
Alessandro Leonardi, Holger Ziekow, Dmitry Konchalenkov, Anna Rogozina	Detecting Smart Plug Configuration Changes in Smart Homes	Smart SysTech 2014, European Conference on Smart Objects, Systems and Technologies, 1-2 July 2014, Dortmund, Germany, 2014	BibTeX \| RIS \| DOI
Christoph Goebel, Hans-Arno Jacobsen, Victor del Razo, Christoph Doblander, Jose Rivera, Jens Ilg, Christoph Flath, Hartmut Schmeck, Christof Weinhardt, Daniel Pathmaperuma, Hans-Jürgen Appelrath, Michael Sonnenschein, Sebastian Lehnhoff, Oliver Kramer, Thorsten Staake, Elgar Fleisch, Dirk Neumann, Jens Strüker, Koray Erek, Rüdiger Zarnekow, Holger Ziekow, Jörg Lässig	Energieinformatik	Wirtschaftsinformatik, 56.2014(1), pp. 31-39, 2014	BibTeX \| RIS \| DOI
Matthias Weidlich, Holger Ziekow, Avigdor Gal, Jan Mendling, Mathias Weske	Optimizing Event Pattern Matching Using Business Process Models	IEEE Transactions on Knowledge and Data Engineering, 26.2014(11), pp. 2759-2773, 2014	BibTeX \| RIS \| DOI
Zbigniew Jerzak, Holger Ziekow	The DEBS 2014 Grand Challenge	DEBS '14 : Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems, May 26 - 29, 2014, Mumbai, India, pp. 266-269, 2014	BibTeX \| RIS \| DOI
2013
Christoph Goebel, Hans-Arno Jacobsen, Victor del Razo, Christoph Doblander, Jose Rivera, Jens Ilg, Christoph Flath, Hartmut Schmeck, Christof Weinhardt, Daniel Pathmaperuma, Hans-Jürgen Appelrath, Michael Sonnenschein, Sebastian Lehnhoff, Oliver Kramer, Thorsten Staake, Elgar Fleisch, Dirk Neumann, Jens Strüker, Koray Erek, Rüdiger Zarnekow, Holger Ziekow, Jörg Lässig	Energy Informatics	Business & Information Systems Engineering, 6.2014(1), pp. 25-31, 2013	BibTeX \| RIS \| DOI
Holger Ziekow, Christoph Doblander, Christoph Goebel, Hans-Arno Jacobsen	Forecasting household electricity demand with complex event processing: insights from a prototypical solution	Middleware Industry '13 : Proceedings of the Industrial Track of the 13th ACM/IFIP/USENIX International Middleware Conference, December 09 - 13, 2013, Beijing, China, 2013	BibTeX \| RIS \| DOI
C. Busemann, Vangelis Gazis, R. Gold, Panayotis Kikiras, Alessandro Leonardi, J. Mirkovic, Maximilian Walther, Holger Ziekow	Integrating Sensor Networks for Energy Monitoring with Service-Oriented Architectures	International Journal of Distributed Sensor Networks, 9.2013(6), 2013	BibTeX \| RIS \| DOI
Christopher Mutschler, Holger Ziekow, Zbigniew Jerzak	The DEBS 2013 Grand Challenge	DEBS '13 : Proceedings of the 7th ACM international conference on Distributed event-based systems, June 29 - July 03, 2013, Arlington, Texas, USA, pp. 289-294, 2013	BibTeX \| RIS \| DOI
2012
C. Busemann, Vangelis Gazis, R. Gold, Panayotis Kikiras, A. Kovacevic, Alessandro Leonardi, J. Mirkovic, Maximilian Walther, Holger Ziekow	Enabling the usage of sensor networks with service-oriented architectures	MidSens '12 : Proceedings of the 7th International Workshop on Middleware Tools, Services and Run-Time Support for Sensor Networks, December 04 - 04, 2012, Montreal, Quebec, Canada, 2012	BibTeX \| RIS \| DOI
Christof Bornhoevd, Artin Avanes, Holger Ziekow, Brian S. Mo, Matthias M. Wiemann	Hierarchical multi-tiered mapping and monitoring architecture for service-to-device re-mapping for smart items	2012	BibTeX \| RIS
Agnes Voisard, Holger Ziekow	Modeling trade-offs in the design of sensor-based event processing infrastructures	Information Systems Frontiers, 14.2012(2), pp. 317-330, 2012	BibTeX \| RIS \| DOI
2011
Steffen Kunz, Benjamin Fabian, Holger Ziekow, Dirk Bade	From Smart Objects to Smarter Workflows - An Architectural Approach	15th IEEE International EDOC Conference Workshops, 29. Aug. - 2 Sept. 2011, Helsinki, Finland, pp. 194-203, 2011	BibTeX \| RIS \| DOI
Holger Ziekow, Jens Strüker	Inter-organizational Integration of Smart Objects: White Spots in the Solution Landscape	17th Americas Conference on Information Systems 2011 : (AMCIS 2011) ; Detroit, Michigan, USA, 4 - 8 August 2011, pp. 2023-2033, 2011	BibTeX \| RIS
Sergei Evdokimov, , Benjamin Fabian, , Oliver Günther, , Lenka Ivantysynova, , Holger Ziekow	RFID and the Internet of Things: Technology, Applications, and Security Challenges	Now Foundations and Trends: Hanover, Mass., 978-1-60198-444-9, 2011	BibTeX \| RIS \| DOI
2010
Holger Ziekow, Lenka Ivantysynova, Oliver Günther	Architectural Patterns for RFID Applications in Manufacturing	ECIS 2010 : 18th European Conference on Information Systems, Jun 7 - 9, 2010, Pretoria, South Africa, 2010	BibTeX \| RIS
Christof Bornhoevd, Artin Avanes, Holger Ziekow	Composition model and composition validation algorithm for ubiquitous computing applications	2010	BibTeX \| RIS
Agnes Voisard, Holger Ziekow	Designing Sensor-Based Event Processing Infrastructures	Proceedings of the 43rd Annual Hawaii International Conference on System Sciences, 5-8 January 2010, Koloa, Kauai, Hawaii, 2010	BibTeX \| RIS \| DOI
Agnes Voisard, Holger Ziekow	Mātārere: A Layered Framework for Specifying Event-Based Systems	2010	BibTeX \| RIS
Matthias Weidlich, Holger Ziekow, Jan Mendling	Optimising complex event queries over business processes using behavioural profiles	BBPM 2010 International Workshops and Education Track, Hoboken, NJ, USA, September 13-15, 2010, pp. 743-758, 2010	BibTeX \| RIS \| DOI
Holger Ziekow, Lenka Ivantysynova, Oliver Günther	RFID Data Cleaning for Shop Floor Applications	Unique Radio Innovation for the 21st Century, Springer: Berlin, pp. 143-160, 2010	BibTeX \| RIS \| DOI
Holger Ziekow, Benjamin Fabian, Cristian Müller, Oliver Günther	RFID in the Cloud: A Service for High-Speed Data Access in Distributed Value Chains	16th Americas Conference on Information Systems 2010 : (AMCIS 2010), 12-15 August 2010, Lima, Peru, pp. 5453-5463, 2010	BibTeX \| RIS
Holger Ziekow, Oliver Günther	Sharing RFID and complex event data among organizations	Information Systems Frontiers, 12.2010(5), pp. 541-549, 2010	BibTeX \| RIS \| DOI
2009
Holger Ziekow	Exploiting Process Knowledge for Event Processing in Distributed Business Applications	On the Move to Meaningful Internet Systems: OTM 2009 Workshops, Confederated International Workshops and Posters, ADI, CAMS, EI2N, ISDE, IWSSA, MONET, OnToContent, ODIS, ORM, OTM Academy, SWWS, SEMELS, Beyond SAWSDL, and COMBEK 2009, Vilamoura, Portugal, November 1-6, 2009. Proceedings, pp. 277-281, 2009	BibTeX \| RIS \| DOI
Holger Ziekow, Benjamin Fabian, Cristian Müller	High-Speed Access to RFID Data: Meeting Real-Time Requirements in Distributed Value Chains	On the Move to Meaningful Internet Systems: OTM 2009 Workshops; Confederated International Workshops and Posters, ADI, CAMS, EI2N, ISDE, IWSSA, MONET, OnToContent, ODIS, ORM, OTM Academy, SWWS, SEMELS, Beyond SAWSDL, and COMBEK 2009, Vilamoura, Portugal, November 1-6, 2009. Proceedings, pp. 142-151, 2009	BibTeX \| RIS \| DOI
Oliver Günther, Lenka Ivantysynova, Jochen Rode, Holger Ziekow	IT Infrastructures in Manufacturing: Insights from Seven Case Studies	Proceedings of the Fifteenth Americas Conference on Information Systems, AMCIS 2009, August 6th-9th 2009, San Francisco, California, 2009	BibTeX \| RIS
Lenka Ivantysynova, Michael Klafft, Holger Ziekow, Oliver Günther, Seckin Kara	RFID in Manufacturing: The Investment Decision	Pacific Asia International Conference on Information Systems, July 10-12, 2009, Hyberabad, India, 2009	BibTeX \| RIS
Holger Ziekow	RFID integration into enterprise software environments : a technical and economical analysis with use cases from manufacturing	Logos Verlag: Berlin, 978-3-8325-2113-4, 2009	BibTeX \| RIS
2008
Holger Ziekow, Lenka Ivantysynova	A probabilistic approach for cleaning RFID data	IEEE 24th International Conference on Data Engineering Workshop, April 7-12, 2008, Cancun, Mexico, pp. 106-107, 2008	BibTeX \| RIS \| DOI
Lenka Ivantysynova, Holger Ziekow	Design Guidelines for RFID-Based Applications in Manufacturing	ECIS 2008 : 16th European Conference on Information Systems : June 9th - 11th 2008, Galway, Ireland, 2008	BibTeX \| RIS
Lenka Ivantysynova, Holger Ziekow	Lessons Learned	RFID in Manufacturing, Springer: Berlin, pp. 113-152, 2008	BibTeX \| RIS \| DOI
Lenka Ivantysynova, Holger Ziekow	RFID in Manufacturing: From Shop Floor to Top Floor	RFID in Manufacturing, Springer: Berlin, pp. 1-24, 2008	BibTeX \| RIS \| DOI
Lenka Ivantysynova, Holger Ziekow	Six Case Studies	RFID in Manufacturing, Springer: Berlin, pp. 61-112, 2008	BibTeX \| RIS \| DOI
2007
Lenka Ivantysynova, Holger Ziekow, Oliver Günther	A guide to Assess Costs and Benefits for RFID Investments in Manufacturing	Proceedings of International Conference on Information Systems (ICIS) 2007, 6th Workshop on e-Business, 9 - 12 December 2007, Montreal, Quebec, Canada, pp. 420-432, 2007	BibTeX \| RIS
Melanie Hartmann, Holger Ziekow, Max Mühlhäuser	Context Aware Routing in Sensor Networks	KiVS 2007 : Kommunikation in Verteilten Systemen; 15. ITG/GI-Fachtagung vom 26. Februar bis 2. März 2007 in Bern, Schweiz, 2007	BibTeX \| RIS
Holger Ziekow	In-Network Event Processing in a Peer to Peer Broker Network for the Internet of Things	On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, November 25-30, 2007, Vilamoura, Portugal, Part II, pp. 970-979, 2007	BibTeX \| RIS \| DOI
Lenka Ivantysynova, Holger Ziekow	RFID in der Produktion: Eine Fallstudie aus der Airbagindustrie	INFORMATIK 2007 : Informatik trifft Logistik, Band 1, Beiträge der 37. Jahrestagung der Gesellschaft für Informatik e.V. (GI) 24. - 27. September 2007 in Bremen, pp. 95-98, 2007	BibTeX \| RIS
Benjamin Fabian, Oliver Günther, Lenka Ivantysynova, Sarah Spiekermann, Holger Ziekow	Sicherer Informationsaustausch im Internet der Dinge	Internet der Dinge, Springer: Berlin, pp. 179-190, 2007	BibTeX \| RIS \| DOI
2006
Holger Ziekow, Artin Avanes, Christof Bornhoevd	Service Composition and Deployment for a Smart Items Infrastructure	On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops, OTM Confederated International Workshops and Posters, AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET, OnToContent, ORM, PerSys, OTM Academy Doctoral Consortium, RDDS, SWWS, and SeBGIS 2006, Montpellier, France, October 29 - November 3, 2006. Proceedings, Part I, pp. 10-11, 2006	BibTeX \| RIS \| DOI
Holger Ziekow, Lenka Ivantysynova	Stream Processing in Networks of Smart Devices	Proceedings for ICPS:2006, International Conference on Pervasive Services, June 26-29, 2006, Lyon, France, pp. 269-272, 2006	BibTeX \| RIS \| DOI
Sarah Spiekermann, Holger Ziekow	Technische Analyse RFID-bezogener Angstszenarien	RFID Radio frequency identification : die cleveren Dinge für überall - oder wir im Netz der Dinge?, FIfF e.V.: Bremen, pp. 26-33, 2006	BibTeX \| RIS
2005
Sarah Spiekermann, Holger Ziekow	RFID: A 7-Point Plan to Ensure Privacy	13th European Conference on Information Systems, 2005, 2005	BibTeX \| RIS \| DOI
Christof Bornhoevd, Artin Avanes, Holger Ziekow	Service-to-device mapping for smart items	2005	BibTeX \| RIS
Christof Bornhoevd, Artin Avanes, Holger Ziekow, Zoltan Nochta, Uwe Kubach, Patrik Spiess, Luciana Moreira Sa de Souza, Stephan Haller	Service-to-device re-mapping for smart items	2005	BibTeX \| RIS

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