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2024

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Abb, Luka ; Berg, Gregor ; Bormann, Carsten ; Kampik, Timotheus ; Warmuth, Christian (2024) User behavior mining: A research agenda. Open Access Business & Information Systems Engineering : BISE Wiesbaden tba tba 1-18 [Article]
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Abb, Luka ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 (2024) Process-related user interaction logs: State of the art, reference model, and object-centric implementation. Open Access Information Systems : IS Amsterdam 124 Article 102386 1-16 [Article]
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Kraus, Alexander ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Aa, Han van der ORCID: 0000-0002-4200-4937 (2024) Data-driven assessment of business process resilience. Open Access Process Science Cham 1 4 1-32 [Article]
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Plattfaut, Ralf ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Jans, Caspar ; Schulte, Matthias ; Wendel de Joode, Joost van (2024) Robotic process automation - research impulses from the BPM 2023 panel discussion. Open Access Process Science Cham 1 Article 5 1-15 [Article]
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2023

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Pufahl, Luise ; Grohs, Michael ; Klein, Lisa-Marie Process mining meets visual analytics: the case of conformance checking. Open Access Bui, Tung X. 5452-5461 In: Proceedings of the 56th Annual Hawaii International Conference on System Sciences : January 3-6, 2023 (2023) Honolulu, HI HICSS 56, Hawaii International Conference on System Sciences 2023 (Maui, HI) [Conference or workshop publication]
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Dumas, Marlon ; Fournier, Fabiana ; Limonad, Lior ; Marrella, Andrea ; Montali, Marco ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Accorsi, Rafael ; Calvanese, Diego ; De Giacomo, Giuseppe ; Fahland, Dirk ; Gal, Avigdor ; La Rosa, Marcello ; Völzer, Hagen ; Weber, Ingo (2023) AI-augmented business process management systems: a research manifesto. ACM Transactions on Management Information Systems New York, NY 14 1, Article 11 1-19 [Article]

Sola, Diana ORCID: 0000-0001-5688-1730 ; Warmuth, Christian ; Schäfer, Bernhard ORCID: 0000-0003-4364-0086 ; Badakhshan, Peyman ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Kampik, Timotheus SAP Signavio Academic Models: A large process model dataset. Open Access Montali, Marco ; Senderovich, Arik ; Weidlich, Matthias Lecture Notes in Business Information Processing : LNBIP 468 453-465 In: Process Mining Workshops : ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers (2023) Berlin [u.a.] ICPM 2022, 4th International Conference on Process Mining, Workshops (Bolzano, Italy) [Conference or workshop publication]
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2022

Abb, Luka ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 A reference data model for process-related user interaction logs. Di Ciccio, Claudio ; Dijkman, Remco ; Del-Rio-Ortega, Adela ; Rinderle-Ma, Stefanie Lecture Notes in Computer Science 13420 57-74 In: Business Process Management : 20th International Conference, BPM 2022, Münster, Germany, September 11-16, 2022, proceedings (2022) Berlin [u.a.] BPM 2022 (Münster, Germany) [Conference or workshop publication]

Agostinelli, Simone ; Marrella, Andrea ; Abb, Luka ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 Mastering robotic process automation with process mining. Di Ciccio, Claudio ; Dijkman, Remco ; Del-Rio-Ortega, Adela ; Rinderle-Ma, Stefanie Lecture Notes in Computer Science 13420 47-53 In: Business Process Management : 20th International Conference, BPM 2022, Münster, Germany, September 11-16, 2022, proceedings (2022) Berlin [u.a.] BPM 2022 (Münster, Germany) [Conference or workshop publication]

Rebmann, Adrian ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Aa, Han van der ORCID: 0000-0002-4200-4937 Uncovering object-centric data in classical event logs for the automated transformation from XES to OCEL. Di Ciccio, Claudio ; Dijkman, Remco ; Del-Rio-Ortega, Adela ; Rinderle-Ma, Stefanie Lecture Notes in Computer Science 13420 379-396 In: Business Process Management : 20th International Conference, BPM 2022, Münster, Germany, September 11–16, 2022, proceedings (2022) Berlin [u.a.] BPM 2022 (Münster, Germany) [Conference or workshop publication]

Abb, Luka ; Bormann, Carsten ; Aa, Han van der ORCID: 0000-0002-4200-4937 ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 Trace clustering for user behavior mining. Beck, Roman ; Petcu, Dana ; Fotache, Marin European Conference on Information Systems (ECIS) : Research Papers 2022, Paper 34 1-17 In: Proceedings of the 30th European Conference on Information Systems (ECIS): Timișoara, Romania, June 18-24, 2022 (2022) Atlanta, GA ECIS 2022 (Timișoara, Romania) [Conference or workshop publication]

Elsayed, Nourhan ; Kassem, Gamal Assessing process suitability for robotic process automation: A process mining approach. Laumer, Sven ; Matzner, Martin Special track: Student track, 18 1-16 In: Wirtschaftsinformatik 2022, Proceedings (2022) WI 2022, 17th International Conference on Wirtschaftsinformatik (Nürnberg, Germany, Online) [Conference or workshop publication]

2021

Hake, Philip ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter (2021) Toward automated support of complaint handling processes: an application in the medical technology industry. Open Access Journal on Data Semantics : JoDS Berlin [u.a.] 10 1-2 41-56 [Article]
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Striewe, Michael ; Houy, Constantin ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Ullrich, Meike ; Fettke, Peter ; Schaper, Niclas ; Oberweis, Andreas Towards an automated assessment of graphical (business process) modelling competences. Open Access Reussner, Ralf ; Koziolek, Anne ; Heinrich, Robert GI-Edition : Lecture Notes in Informatics. Proceedings P307 665-670 In: Informatik 2020 - Back to the future : 50. Jahrestagung der Gesellschaft fr Informatik vom 28. September - 2. Oktober 2020, virtual (2021) Bonn Informatik 2020 (Karlsruhe, Germany, Online) [Conference or workshop publication]
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Pufahl, Luise ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 Conformance checking with regulations - a research agenda. Open Access Koschmider, Agnes ; Michael, Judith CEUR Workshop Proceedings 2867 24-29 In: EMISA 2021: Enterprise Modeling and Information Systems Architectures 2021 : Proceedings of the 11th International Workshop on Enterprise Modeling and Information Systems Architectures : Kiel, Germany, May 20-21, 2021 (2021) Aachen, Germany Enterprise Modeling and Information Systems Architectures (EMISA) 2021 (Kiel, Germany) [Conference or workshop publication]
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Laue, Ralf ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Schoormann, Thorsten 7. Workshop zum Stand und den Herausforderungen des Geschäftsprozessmanagements. Open Access GI-Edition : Lecture Notes in Informatics. Proceedings P314 1499-1500 In: Informatik 2021 - Computer science & sustainability : 27. September - 1. Oktober 2021, Berlin (2021) Bonn Informatik 2021 (Berlin, Germany, Hybrid) [Conference or workshop publication]
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Fellmann, Michael ; Laue, Ralf ; Lantow, Birger ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 Stand, Herausforderungen und Impulse des Geschäftsprozessmanagements. Open Access Reussner, Ralf ; Koziolek, Anne ; Heinrich, Robert GI-Edition : Lecture Notes in Informatics. Proceedings P307 587-589 In: Informatik 2020 - Back to the future : 50. Jahrestagung der Gesellschaft für Informatik vom 28. September - 2. Oktober 2020, virtual (2021) Bonn Informatik 2020 (Karlsruhe, Germany, Online) [Conference or workshop publication]
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2020

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 ; Heine, Moreen ; Krasnova, Hanna ; Pousttchi, Key 2. Community Tracks 153-167 In: Entwicklungen, Chancen und Herausforderungen der Digitalisierung : Proceedings der 15. Internationalen Tagung Wirtschaftsinformatik, WI 2020, Potsdam, Germany, March 9-11, 2020 (2020) Berlin 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 1. Zentrale Tracks 522-537 In: Entwicklungen, Chancen und Herausforderungen der Digitalisierung : Proceedings der 15. Internationalen Tagung Wirtschaftsinformatik, WI 2020, Potsdam, Germany, March 9-11, 2020 (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]

Schuhmann, Steffen ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Baumann, Sebastian ; Fettke, Peter Interactive process clustering with t-SNE. Open Access Aalst, Wil M. P. van der ; Brocke, Jan vom ; Comuzzi, Marco ; Di Ciccio, Claudio ; García Rubio, Félix Óscar ; Kumar, Akhil ; Mendling, Jan ; Pentland, Brian ; Pufahl, Luise ; Reichert, Manfred ; Weske, Mathias CEUR Workshop Proceedings 2673 82-86 In: BPM-D 2020 : Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2020 co-located with the 18th International Conference on Business Process Management (BPM 2020) Sevilla, Spain, September 13-18, 2020 (2020) Aachen, Germany BPM-D 2020 (Sevilla, Spain) [Conference or workshop publication]
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Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 Leveraging artificial intelligence for business process management (extended abstract) : A contribution to reference model mining, predictive process monitoring, and process discovery. Open Access Aalst, Wil M. P. van der ; Brocke, Jan vom ; Comuzzi, Marco ; Di Ciccio, Claudio ; García Rubio, Félix Óscar ; Kumar, Akhil ; Mendling, Jan ; Pentland, Brian ; Pufahl, Luise ; Reichert, Manfred ; Weske, Mathias CEUR Workshop Proceedings 2673 11-15 In: BPM-D 2020 : Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2020 co-located with the 18th International Conference on Business Process Management (BPM 2020) Sevilla, Spain, September 13-18, 2020 (2020) Aachen, Germany BPM-D 2020 (Sevilla, Spain) [Conference or workshop publication]
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Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Striewe, Michael ; Ullrich, Meike 2. Workshop zur Modellierung in der Hochschullehre. Open Access Michael, Judith ; Bork, Dominik CEUR Workshop Proceedings 2542 56-57 In: MODELLIERUNG-C 2020 : Companion proceedings of Modellierung 2020 Short, Workshop and Tools & Demo Papers, co-located with Modellierung 2020, Vienna, Austria, February 19-21, 2020 (2020) Aachen, Germany Modellierung 2020 (Wien, Austria) [Conference or workshop publication]
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2019

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 : LNBIP 342 5-17 In: Business Process Management Workshops : BPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised Papers (2019) Berlin [u.a.] 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 Lecture Notes in Business Information Processing : LNBIP 1997-2010 In: Human practice, digital ecologies, our future : 14. Internationale Tagung Wirtschaftsinformatik (WI 2019) : Tagungsband (2019) Berlin [u.a.] 14. Internationale Tagung Wirtschaftsinformatik (Siegen, Germany) [Conference or workshop publication]

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 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 (2019) Leveraging artificial intelligence for business process management : A contribution to reference model mining, predictive process monitoring and process discovery. Saarbrücken [Doctoral dissertation]

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]

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 : LNBIP 362 56-67 In: Business Process Management Workshops : BPM 2019 International Workshops, Vienna, Austria, September 1-6, 2019, Revised Selected Papers (2019) Berlin [u.a.] 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 2019 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR) (Würzburg, Germany) [Conference or workshop publication]

2018

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, Germany 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 : LNBIP 329 3-19 In: Business Process Management Forum : BPM Forum 2018, Sydney, NSW, Australia, September 9-14, 2018, Proceedings (2018) Berlin [u.a.] BPM Forum 2018 (Sydney, NSW, Australia) [Conference or workshop publication]

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 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 : LNBIP 308 256-268 In: Business Process Management Workshops : BPM 2017 International Workshops, Barcelona, Spain, September 10-11, 2017, Revised Papers (2018) Berlin [u.a.] 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 : LNBIP 308 348-360 In: Business Process Management Workshops : BPM 2017 International Workshops, Barcelona, Spain, September 10-11, 2017, Revised Papers (2018) Berlin [u.a.] BPM 2017 International Workshops (Barcelona, Spain) [Conference or workshop publication]

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

2017

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]

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]

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, Germany CAiSE-DC 2078 (Essen, Germany) [Conference or workshop publication]

2016

Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter ; Loos, Peter An execution-semantic approach to inductive reference models development. Lecture Notes in Business Information Processing : LNBIP Paper 80 In: 24th European Conference on Information Systems, ECIS 2016 : Istanbul, Turkey, June 12-15, 2016 (2016) Berlin [u.a.] 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 : LNBIP 281 11-22 In: Business Process Management Workshops : BPM 2016 International Workshops, Rio de Janeiro, Brazil, September 19, 2016, Revised Papers (2016) Berlin [u.a.] 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 : LNBIP 281 327-338 In: Business Process Management Workshops : BPM 2016 International Workshops, Rio de Janeiro, Brazil, September 19, 2016, Revised Papers (2016) Berlin [u.a.] BPM 2016 International Workshops (Rio de Janeiro, Brazil) [Conference or workshop publication]

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]

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]

2013

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]

This list was created automatically on Thu Dec 12 05:44:24 2024 CET