Further information
Curriculum Vitae
Bisherige Tätigkeiten:
- Senior Researcher und Project Manager bei AGT International im Bereich Data Analytics und Internet of Things
- Diverse Forschungsprojekte zum Einsatz von Sensortechnologie und zugehörigen Datenanalysen in Unternehmensanwendungen (Logistik, Produktion und Smart Grid)
- Beratung von Unternehmen zu Softwarearchitektur und Technologieeinsatz
- Postdoc am ICSI Berkeley
- Habilitation in Wirtschaftsinformatik an der HU Berlin
- Promotion in Wirtschaftsinformatik an der HU Berlin
- Diplom in Informatik an der TU Berlin
Field of research and / or teaching
Lehrgebiete:
- Business Intelligence
- Software-Architektur
- Einführung in die Wirtschaftsinformatik
- Wirtschaftsmathematik und -statistik
Arbeits- und Forschungsgebiete:
- Explainable AI (XAI)
- Data Science in Produktion und Medizin
- Machine Learning: u.a. Predictive Analytics mit Sensordaten und Datenströmen, AutoML
- Big Data: Insbesondere Architekturen und Basistechnologien
- Complex Event Processing und Stream Processing: Echtzeitauswertung von Sensordaten und Prozessinformationen sowie zugehörigen Optimierungstechniken
- RFID und Sensornetzwerke: Middleware und Anwendungen im Logistik, Produktion und Smart Grid
Publications
Ziekow, Holger
2024 | |||
| Holger Ziekow, Peter Schanbacher, Valentin Göttisheim | Explain Yourself : Expanding and optimizing models to enable fast Shapley value approximations | Explainability 2024 : The First International Conference on Systems Explainability, November 17th - 21th, 2024, Valencia, Spain, pp. 5-10, 2024 | BibTeX | RIS |
| Valentin Göttisheim, Holger Ziekow, Peter Schanbacher, Djaffar Ould-Abdeslam | Regional Feature Importance for Error Analysis in Manufacturing | International Journal on Advances in Software, 17.2024(1 & 2), pp. 100-115, 2024 | BibTeX | RIS |
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 | EAI Endorsed Transactions on Cloud Systems, 2015 | BibTeX | RIS | DOI | URN |
| 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 |
| 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 |