Multilinguality and Language Technology

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1. 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 …

2. 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 …

3. 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 …

4. 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, …

5. 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.

6. 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 …

7. 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.

8. 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), …

9. 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 …

10. Nijat Mehdiyev; David Enke; Peter Fettke; Peter Loos

    Evaluating Forecasting Methods by Considering Different Accuracy Measures

    In: Procedia Computer Science. Complex Adaptive Systems (CAS-2016), Elsevier, 2016.

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