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Article

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Mehdiyev, Nijat ; Fettke, Peter (2019) Towards explainable process predictions for Industry 4.0 in the DFKI-Smart-Lego-Factory. Künstliche Intelligenz : KI ; Forschung, Entwicklung, Erfahrungen ; Organ des Fachbereichs 1 Künstliche Intelligenz der Gesellschaft für Informatik e.V., GI / Fachbereich 1 der Gesellschaft für Informatik e.V Berlin ; Heidelberg 33 2 181-187 [Article]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter (2019) A procedure model for situational reference model mining. Enterprise Modelling and Information Systems Architectures Bonn 14 3 1-42 [Article]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Dadashnia, Sharam ; Fettke, Peter (2018) Business process management for Industry 4.0 - Three application cases in the DFKI-Smart-Lego-Factory. Information Technology : it Berlin 60 3 133-141 [Article]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter ; Loos, Peter (2017) A graph-theoretic method for the inductive development of reference process models. Software & Systems Modeling : SoSyM Berlin ; Heidelberg ; New York 16 3 833-873 [Article]

Evermann, Jörg ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter (2017) Predicting process behaviour using deep learning. Decision Support Systems : DSS Amsterdam [u.a.] 100 129-140 [Article]

Doctoral dissertation

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 (2019) Leveraging artificial intelligence for business process management : A contribution to reference model mining, predictive process monitoring and process discovery. Saarbrücken [Doctoral dissertation]

Conference or workshop publication

Berrang, Alexander ; Houy, Constantin ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter Prozessorientierte Schulung von Einsatzkräften für robotergestützte Rettungsmissionen der Feuerwehr. Gronau, Norbert tba In: Proceedings of the 15th International Conference on Wirtschaftsinformatik (WI2020) : March 9-11, Potsdam, Germany (2020) Potsdam 15. Internationale Tagung Wirtschaftsinformatik (Potsdam, Germany) [Conference or workshop publication]

Hussung, Cai ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Houy, Constantin ; Fettke, Peter Entwicklung eines Referenzprozessmodells für Rettungseinsätze der Feuerwehr und Anwendung als Grundlage eines Prozessassistenzsystems. Gronau, Norbert ; Heine, Moreen ; Krasnova, Hanna ; Pousttchi, Key 522-537 In: Entwicklungen, Chancen und Herausforderungen der Digitalisierung : Proceedings der 15. Internationalen Tagung Wirtschaftsinformatik, WI2020 : March 9-11, Potsdam, Germany : Zentrale Tracks (2020) Berlin 15. Internationale Tagung Wirtschaftsinformatik (Potsdam, Germany) [Conference or workshop publication]

Rebmann, Adrian ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Pinter, Mira ; Schnaubelt, Marius ; Daun, Kevin ; Fettke, Peter IoT-based task recognition for process assistance in human-robot disaster response. Fahland, Dirk ; Ghidini, Chiara ; Becker, Jörg ; Dumas, Marlon 71-87 In: Business Process Management Forum : BPM Forum 2020, Seville, Spain, September 13–18, 2020, proceedings (2020) Cham 18th BPM 2020 (Online) [Conference or workshop publication]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter Clustering business process activities for identifying reference model components. Daniel, Florian Lecture Notes in Business Information Processing 342 5-17 In: Business Process Management Workshops : BPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised Papers (2019) Cham BPM 2018 International Workshops (Sydney, NSW, Australia) [Conference or workshop publication]

Houy, Constantin ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Scheid, Martin ; Fettke, Peter Model-based compliance in information systems - foundations, case description and data set of the MobIS-Challenge for students and doctoral candidates. Ludwig, Thomas 1997-2010 In: Human practice, digital ecologies, our future : 14. Internationale Tagung Wirtschaftsinformatik (WI 2019) : Tagungsband (2019) Siegen 14. Internationale Tagung Wirtschaftsinformatik (Siegen, Germany) [Conference or workshop publication]

Hake, Philip ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter Supporting complaint management in the medical technology industry by means of deep learning. Di Francescomarino, Chiara Lecture Notes in Business Information Processing 362 56-67 In: Business Process Management Workshops : BPM 2019 International Workshops, Vienna, Austria, September 1-6, 2019, Revised Selected Papers (2019) Cham BPM 2019 International Workshops (Wien, Austria) [Conference or workshop publication]

Willms, Christian ; Houy, Constantin ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter ; Kruijff-Korbayová, Ivana Team communication processing and process analytics for supporting robot-assisted emergency response. 216-221 In: 2019 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR) : Würzburg, Germany, September 2-4, 2019 (2019) Piscataway, NJ (Würzburg, Germany) [Conference or workshop publication]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 Situational reference model mining. Kirikova, Marite CEUR Workshop Proceedings 2114 28-36 In: CAiSE-DC 2018 : Proceedings of the Doctoral Consortium, papers presented at the 30th International Conference on Advanced Information Systems Engineering (CAiSE 2018) Tallinn, Estonia, June 11-15, 2018 (2018) Aachen CAiSE-DC 2018 (Tallinn, Estonia) [Conference or workshop publication]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter Process mining crimes - a threat to the validity of process discovery evaluations. Weske, Mathias Lecture Notes in Business Information Processing 329 3-19 In: Business Process Management Forum : BPM Forum 2018, Sydney, NSW, Australia, September 9-14, 2018, Proceedings (2018) Cham BPM Forum 2018 (Sydney, NSW, Australia) [Conference or workshop publication]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter ; Loos, Peter Process Mining and the black swan: An empirical analysis of the influence of unobserved behavior on the quality of mined process models. Teniente, Ernest Lecture Notes in Business Information Processing 308 256-268 In: Business Process Management Workshops : BPM 2017 International Workshops, Barcelona, Spain, September 10-11, 2017, Revised Papers (2018) Cham BPM 2017 International Workshops (Barcelona, Spain) [Conference or workshop publication]

Tenschert, Johannes ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter ; Lenz, Richard Speech acts in actual processes: Evaluation of interfaces and triggers in ITIL. Teniente, Ernest Lecture Notes in Business Information Processing 308 348-360 In: Business Process Management Workshops : BPM 2017 International Workshops, Barcelona, Spain, September 10-11, 2017, Revised Papers (2018) Cham BPM 2017 International Workshops (Barcelona, Spain) [Conference or workshop publication]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter Towards situational reference model mining - main idea, procedure model & case study. Leimeister, Jan Marco 271-285 In: Towards thought leadership in digital transformation : 13. Internationale Tagung Wirtschaftsinformatik (WI 2017), Tagungsband (2017) St. Gallen 13. Internationale Tagung Wirtschaftsinformatik (St. Gallen, Switzerland) [Conference or workshop publication]

Evermann, Jörg ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter XES Tensorflow - process prediction using the Tensorflow deep-learning framework. Franch, Xavier CEUR Workshop Proceedings 1848 41-48 In: Advanced information systems engineering : 29th International Conference CAiSE 2017, Essen, Germany, June 12-16, 2017 : proceedings of CAiSE Forum and Doctoral Consortium papers (2017) Aachen CAiSE-DC 2078 (Essen, Germany) [Conference or workshop publication]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter ; Loos, Peter An execution-semantic approach to inductive reference models development. Paper 80 In: 24th European Conference on Information Systems, ECIS 2016 : Istanbul, Turkey, June 12-15, 2016 (2016) Atlanta, GA ECIS 2016 (Istanbul, Turkey) [Conference or workshop publication]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Hake, Philip ; Fettke, Peter ; Loos, Peter Inductive reference model development: Recent results and current challenges. Mayr, Heinrich C. GI-Edition : Lecture Notes in Informatics. Proceedings 259 739-752 In: Informatik 2016 : Tagung vom 26.-30. September 2016 in Klagenfurt (2016) Bonn Informatik 2016 (Klagenfurt, Austria) [Conference or workshop publication]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter Mining reference process models from large instance data. Dumas, Marlon Lecture Notes in Business Information Processing 281 11-32 In: Business Process Management Workshops : BPM 2016 International Workshops, Rio de Janeiro, Brazil, September 19, 2016, Revised Papers (2016) Cham BPM 2016 International Workshops (Rio de Janeiro, Brazil) [Conference or workshop publication]

Evermann, Jörg ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter A deep learning approach for predicting process behaviour at runtime. Dumas, Marlon Lecture Notes in Business Information Processing 281 327-338 In: Business Process Management Workshops : BPM 2016 International Workshops, Rio de Janeiro, Brazil, September 19, 2016, Revised Papers (2016) Cham BPM 2016 International Workshops (Rio de Janeiro, Brazil) [Conference or workshop publication]

Evermann, Jörg ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter Process discovery from event stream data in the cloud - A scalable, distributed implementation of the flexible heuristics miner on the Amazon Kinesis cloud infrastructure. Varrette, Sébastien 645-652 In: 8th IEEE International Conference on Cloud Computing Technology and Science : CloudCom 2016 : 12-15 December 2016, Luxembourg City, Luxembourg : proceedings (2016) Piscataway, NJ 18th IEEE Conference on Business Informatics CBI 2016 Doctoral Consortium (Paris, France) [Conference or workshop publication]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter ; Loos, Peter Eine Untersuchung der Potentiale automatisierter Abstraktionsansätze für Geschäftsprozessmodelle im Hinblick auf die induktive Entwicklung von Referenzprozessmodellen. Alt, Rainer 2 1277-1291 In: Proceedings of the 11th International Conference on Wirtschaftsinformatik (WI2013) : Feb 27 - Mar 01 2013, University Leipzig, Germany (2013) Leipzig 11. Internationale Tagung Wirtschaftsinformatik (Leipzig, Germany) [Conference or workshop publication]

Conference presentation

Gutermuth, Oliver ; Lahann, Johannes ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Scheid, Martin ; Schuhmann, Steffen ; Stephan, Sebastian ; Fettke, Peter Efficient and compliant purchase order handling : A contribution to BPI Challenge 2019. (2019) 9th International Business Process Intelligence Challenge, BPI Challenge 2019 (Aachen, Germany) [Conference presentation]

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 Reference model mining - concepts, methods, applications. (2016) 18th IEEE Conference on Business Informatics CBI 2016 Doctoral Consortium (Paris, France) [Conference presentation]

Report

Scheid, Martin ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Houy, Constantin ; Fettke, Peter (2018) Data set for MobIS Challenge 2019. Kaiserslautern [Report]

This list was created automatically on Sat Dec 5 06:03:37 2020 CET