Publikationen

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Peter Fettke; Lea Götz; Nijat Mehdiyev
Big-Prozess-Analytik für Fertigungsmanagementsysteme (MES)
In: Marion Steven; Timo Klünder (Hrsg.). Big Data: Anwendung und Nutzungspotenziale in der Produktion. Chapter 2, Pages 215-239, ISBN 978-3-17-036476-9, Kohlhammer, Stuttgart, 2/2020.
Nijat Mehdiyev
Explainable Process Predictions (xPP): A Holistic Framework and Applications
In: Claudio Di Ciccio; Benoît Depaire; Jochen De Weerdt; Chiara Di Francescomarino; Jorge Munoz-Gama (Hrsg.). ICPM 2020. International Conference on Process Mining (ICPM-2020), 2nd, October 4-9, Padua, Italy, Pages 17-18, Vol. 2703, CEUR, 2020.
Patrick Lübbecke; Nijat Mehdiyev; Peter Fettke
Substitution of hazardous chemical substances using Deep Learning and t-SNE
In: Proceedings der Internationalen Tagung Wirtschaftsinformatik. Internationale Tagung Wirtschaftsinformatik (WI-2019), Human Practice. Digital Ecologies. Our Future. February 24-27, Siegen, Germany, AIS, 2019.
Jana-Rebecca Rehse; Nijat Mehdiyev; Peter Fettke
Towards Explainable Process Predictions for Industry 4.0 in the DFKI-Smart-Lego-Factory
In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Vol. 33, No. 1, Pages 181-187, Springer, 2019.
Nijat Mehdiyev; Joerg Evermann; Peter Fettke
A Novel Business Process Prediction Model Using a Deep Learning Method
In: Springer Fachmedien Wiesbaden (Hrsg.). Business & Information Systems Engineering (BISE), Vol. 5/2018, Pages 1-15, Springer Fachmedien, Wiesbaden, 7/2018.
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; Joerg Evermann; Peter Fettke
A Multi-Stage Deep Learning Approach for Business Process Event Prediction
In: 19th IEEE Conference on Business Informatics. IEEE Conference on Business Informatics (CBI-17), located at IEEE Conference on Business Informatics, July 24-27, Thessaloniki, Greece, IEEE, 7/2017.
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: Procedia Computer Science. Complex Adaptive Systems (CAS-2017), USA, Pages 242-249, Vol. 114, 2017.
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), January 5-8, Koloa, HI, USA, Pages 1719-1728, ISBN 1530-1605, IEEE Computer Society, 1/2016.
Sharam Dadashnia; Tim Niesen; Philip Hake; Peter Fettke; Nijat Mehdiyev; Joerg Evermann
Identification of Distinct Usage Patterns and Prediction of Customer Behavior
In: Sixth International Business Process Intelligence Challenge (BPIC’16). Business Process Intelligence Challenge (BPIC-2016), located at BPI / BPM 2016, September 19, Rio de Janeiro, Brazil, Springer, 2016.