2022
Comparison of algorithms for error prediction in manufacturing with automl and a cost-based metric.
J. Intell. Manuf., 2022
Results from using an Automl Tool for Error Analysis in Manufacturing.
Proceedings of the 24th International Conference on Enterprise Information Systems, 2022
2021
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, 2021
2020
Data Science Approaches to Quality Control in Manufacturing: A Review of Problems, Challenges and Architecture.
Proceedings of the Service-Oriented Computing, 2020
A Reference Process and Domain Model for Machine Learning Based Production Fault Analysis.
Proceedings of the Enterprise Information Systems - 22nd International Conference, 2020
A Reference Process Model for Machine Learning Aided Production Quality Management.
Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020
2019
From event streams to process models and back: Challenges and opportunities.
Inf. Syst., 2019
Managing Application-level QoS for IoT Stream Queries in Hazardous Outdoor Environments.
Proceedings of the 4th International Conference on Internet of Things, 2019
The DEBS 2019 Grand Challenge.
Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, 2019
2018
Poster Abstract: Real-time load prediction with high velocity smart home data stream.
Comput. Sci. Res. Dev., 2018
Visualizing Business Process Models on Virtual Reality Screens.
Proceedings of the Mensch und Computer 2018, 2018
Test-Setup zur Beobachtung und Aufzeichnung von VR-Usability-Tests.
Proceedings of the Mensch und Computer 2018, 2018
The DEBS 2018 Grand Challenge.
Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems, 2018
2017
Targeting customers for an optimized energy procurement.
Comput. Sci. Res. Dev., 2017
Real-time Load Prediction with High Velocity Smart Home Data Stream.
CoRR, 2017
The DEBS 2017 Grand Challenge.
Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems, 2017
Benchmarking Big Data Technologies for Energy Procurement Efficiency.
Proceedings of the 23rd Americas Conference on Information Systems, 2017
2016
Dealing with Data Quality in Smart Home Environments - Lessons Learned from a Smart Grid Pilot.
J. Sens. Actuator Networks, 2016
The DEBS 2016 grand challenge.
Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016
2015
Cloud-based IoT Analytics for the Smart Grid: Experiences from a 3-year Pilot.
EAI Endorsed Trans. Cloud Syst., 2015
The DEBS 2015 grand challenge.
Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems, 2015
2014
Energieinformatik - Aktuelle und zukünftige Forschungsschwerpunkte.
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Wirtschaftsinf., 2014
Optimizing Event Pattern Matching Using Business Process Models.
IEEE Trans. Knowl. Data Eng., 2014
Energy Informatics - Current and Future Research Directions.
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Bus. Inf. Syst. Eng., 2014
The DEBS 2014 grand challenge.
Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems, 2014
2013
Integrating Sensor Networks for Energy Monitoring with Service-Oriented Architectures.
Int. J. Distributed Sens. Networks, 2013
The potential of smart home sensors in forecasting household electricity demand.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013
Forecasting household electricity demand with complex event processing: insights from a prototypical solution.
Proceedings of the Industrial Track of the 14th ACM/IFIP/USENIX International Middleware Conference, 2013
The DEBS 2013 grand challenge.
Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems, 2013
2012
Municipal Benefits of Participatory Urban Sensing: A Simulation Approach and Case Validation.
J. Theor. Appl. Electron. Commer. Res., 2012
Modeling trade-offs in the design of sensor-based event processing infrastructures.
Inf. Syst. Frontiers, 2012
Enabling the usage of sensor networks with service-oriented architectures.
Proceedings of the Seventh International Workshop on Middleware for Sensor Networks, 2012
2011
ARCHITECT: A layered framework for classifying technologies of event-based systems.
Inf. Syst., 2011
From Smart Objects to Smarter Workflows - An Architectural Approach.
Proceedings of the Workshops Proceedings of the 15th IEEE International Enterprise Distributed Object Computing Conference, 2011
Event-Based Monitoring of Process Execution Violations.
Proceedings of the Business Process Management - 9th International Conference, 2011
Inter-organizational Integration of Smart Objects: White Spots in the Solution Landscape.
Proceedings of the A Renaissance of Information Technology for Sustainability and Global Competitiveness. 17th Americas Conference on Information Systems, 2011
2010
Sharing RFID and complex event data among organizations.
Inf. Syst. Frontiers, 2010
RFID and the Internet of Things: Technology, Applications, and Security Challenges.
Found. Trends Technol. Inf. Oper. Manag., 2010
Designing Sensor-Based Event Processing Infrastructures.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010
Architectural Patterns for RFID Applications in Manufacturing.
Proceedings of the 18th European Conference on Information Systems, 2010
Optimising Complex Event Queries over Business Processes Using Behavioural Profiles.
Proceedings of the Business Process Management Workshops, 2010
RFID in the Cloud: A Service for High-Speed Data Access in Distributed Value Chains.
Proceedings of the Sustainable IT Collaboration Around the Globe. 16th Americas Conference on Information Systems, 2010
2009
Rfid in manufacturing: the Investment Decision.
Proceedings of the Pacific Asia Conference on Information Systems, 2009
High-Speed Access to RFID Data: Meeting Real-Time Requirements in Distributed Value Chains.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2009 Workshops, 2009
Exploiting Process Knowledge for Event Processing in Distributed Business Applications.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2009 Workshops, 2009
IT Infrastructures in Manufacturing: Insights from Seven Case Studies.
Proceedings of the 15th Americas Conference on Information Systems, 2009
2008
A probabilistic approach for cleaning RFID data.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008
Design Guidelines for RFID-Based Applications in Manufacturing.
Proceedings of the 16th European Conference on Information Systems, 2008
2007
Sicherer Informationsaustausch im Internet der Dinge.
Proceedings of the Internet der Dinge, www.internet-der-dinge.de, 2007
In-Network Event Processing in a Peer to Peer Broker Network for the Internet of Things.
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007
RFID in der Produktion: Eine Fallstudie aus der Airbagindustrie.
Proceedings of the 37. Jahrestagung der Gesellschaft für Informatik, 2007
2006
Service Composition and Deployment for a Smart Items Infrastructure.
Proceedings of the On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops, 2006
Stream Processing in Networks of Smart Devices.
Proceedings of the ACS/IEEE International Conference on Pervasive Services 2006, 2006
2005
RFID: A 7-Point Plan to Ensure Privacy.
Proceedings of the 13th European Conference on Information Systems, 2005