Publikationen

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Nijat Mehdiyev; Andreas Emrich; Björn Stahmer; Peter Fettke; Peter Loos (Hrsg.)
iPRODICT – Intelligent Process Prediction based on Big Data Analytics
Business Process Management (BPM-17), Industry Track, September 10-15, Barcelona, Spain, BPM, Springer, Cham, 9/2017.
Nijat Mehdiyev; Johannes Lahann; Andreas Emrich; David Enke; Peter Fettke; Peter Loos
Time Series Classification using Deep Learning for Process Planning: A Case from the Process Industry
In: . (Hrsg.). Procedia Computer Science. Complex Adaptive Systems (CAS-2017), USA, Pages 242-249, Vol. 114, 2017.
Julian Krumeich; Dirk Werth; Peter Loos
Prescriptive Control of Business Processes - New Potentials through Predictive Analytics on Big Data in the Process Manufacturing Industry
In: Business & Information Systems Engineering (BISE), Vol. 58, No. 4, Pages 261-280, Springer Fachmedien, Wiesbaden, 8/2016.
Nijat Mehdiyev; Julian Krumeich; Dirk Werth; Peter Loos
Determination of Event Patterns for Complex Event Processing Using Fuzzy Unordered Rule Induction Algorithm with Multi-objective Evolutionary Feature Subset Selection
In: Proceedings of the 49th Annual Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences (HICSS-16), …
Julian Krumeich; Manuel Zapp; Dirk Mayer; Dirk Werth; Peter Loos
Modeling Complex Event Patterns in EPC-Models and Transforming them into an Executable Event Pattern Language
In: Dirk Stelzer; Volker Nissen; Steffen Straßburger (Hrsg.). Tagungsband zur Multikonferenz Wirtschaftsinformatik (MKWI 2016) . Multikonferenz …
Maximilian Christ; Julian Krumeich; Andreas W. Kempa-Liehr
Integrating predictive analytics into complex event processing by using conditional density estimations
In: 2nd Workshop on the Role of Real-world objects in Business Process Management Systems. Workshop on the Role of Real-world objects in Business …
Nijat Mehdiyev; Julian Krumeich; Dirk Werth; Peter Loos
Sensor Event Mining with Hybrid Ensemble Learning and Evolutionary Feature Subset Selection Model
In: Proceedings of IEEE International Conference on Big Data (Big Data) 2015. IEEE Conference on Big Data, October 29 - November 1, Santa Clara, CA, …
Julian Krumeich; Dirk Werth; Peter Loos
Enhancing Organizational Performance through Event-based Process Predictions
In: Proceedings of the 21st Americas Conference on Information Systems. Americas Conference on Information Systems (AMCIS-2015), August 13-15, Puerto …
Julian Krumeich; Nijat Mehdiyev; Dirk Werth; Peter Loos
Towards an Extended Metamodel of Event-driven Process Chains to Model Complex Event Patterns
In: 2nd International Workshop on Event Modeling and Processing in Business Process Management. International Workshop on Event Modelling and …
Julian Krumeich; Benjamin Weis; Dirk Werth; Peter Loos
Event-Driven Business Process Management: Where are we now? - A Comprehensive Synthesis and Analysis of Literature
In: Thomas Kohlborn; Jens Poeppelbuss; Oliver Mueller; Maximilian Roeglinger (Hrsg.). Business Process Management Journal (BPMJ), Vol. 20 (Special …