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English
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2023
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Arica, Emrah; Oliveira, Manuel Fradinho; Pedersen, Torbjørn; Mannhardt, Felix; Myklebust, Odd. Human in the Data-Driven Zero Defect Manufacturing Loop: Case Examples from Manufacturing Companies. I: Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems: Proceedings of FAIM 2023, June 18–22, 2023, Porto, Portugal, Volume 2: Industrial Management. Springer 2023 ISBN 978-3-031-38165-2. s. 789-796 SRAUFOSS
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2. |
Kobialka, Paul; Mannhardt, Felix; Tapia Tarifa, Silvia Lizeth; Johnsen, Einar Broch. Building User Journey Games from Multi-party Event Logs. Lecture Notes in Business Information Processing 2023 ;Volum 468. s. 71-83 UiO
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2022
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Munoz-Gama, Jorge; Martin, Niels; Fernandez-Llatas, Carlos; Johnson, Owen A.; Sepúlveda, Marcos; Helm, Emmanuel; Galvez-Yanjari, Victor; Rojas, Eric; Martinez-Millana, Antonio; Aloini, Davide; Amantea, Ilaria Angela; Andrews, Robert; Arias, Michael; Beerepoot, Iris; Benevento, Elisabetta; Burattin, Andrea; Capurro, Daniel; Carmona, Josep; Comuzzi, Marco; Dalmas, Benjamin; de la Fuente, Rene; Di Francescomarino, Chiara; Di Ciccio, Claudio; Gatta, Roberto; Ghidini, Chiara; Gonzalez-Lopez, Fernanda; Ibanez-Sanchez, Gema; Klasky, Hilda B.; Prima Kurniati, Angelina; Lu, Xixi; Mannhardt, Felix; Mans, Ronny; Marcos, Mar; Medeiros de Carvalho, Renata; Pegoraro, Marco; Poon, Simon K.; Pufahl, Luise; Reijers, Hajo A.; Remy, Simon; Rinderle-Ma, Stefanie; Sacchi, Lucia; Seoane, Fernando; Song, Minseok; Stefanini, Alessandro; Sulis, Emilio; ter Hofstede, Arthur H.M.; Toussaint, Pieter Jelle; Traver, Vicente; Valero-Ramon, Zoe; Weerd, Inge van de; van der Aalst, Wil M.P.; Vanwersch, Rob; Weske, Mathias; Wynn, Moe Thandar; Zerbato, Francesca. Process mining for healthcare: Characteristics and challenges. Journal of Biomedical Informatics 2022 ;Volum 127. s. - NTNU
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2021
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Halvorsrud, Ragnhild; Mannhardt, Felix; Johnsen, Einar Broch; Tapia Tarifa, Silvia Lizeth. Smart Journey Mining for Improved Service Quality. I: IEEE International Conference on Services Computing, SCC 2021. IEEE (Institute of Electrical and Electronics Engineers) 2021 ISBN 978-1-6654-1683-2. s. 367-369 UiO SINTEF
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Martin, Niels; Pufahl, Luise; Mannhardt, Felix. Detection of batch activities from event logs. Information Systems 2021 ;Volum 95. s. 1-23 NTNU SINTEF
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van Zelst, Sebastiaan J.; Mannhardt, Felix; de Leoni, Massimiliano; Koschmider, Agnes. Event abstraction in process mining: literature review and taxonomy. Granular Computing 2021 ;Volum 6.(3) s. 1-18 NTNU SINTEF
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2020
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Goday Verdaguer, Aina; Mannhardt, Felix; Torvatn, Hans Yngvar. MINING E-MAIL CONVERSATIONS TO ENRICH EVENT LOGS: AN EXPLORATORY CASE STUDY OF A HIRING PROCESS IN A NORWEGIAN MUNICIPALITY. Nokobit Conference; 2020-11-24 - 2020-11-25 SINTEF
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Koschmider, Agnes; Janssen, Dominik; Mannhardt, Felix. Framework for Process Discovery from Sensor Data. CEUR Workshop Proceedings 2020 ;Volum 2628. s. 32-38 SINTEF
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Mannhardt, Felix; Oliveira, Manuel Fradinho; Petersen, Sobah Abbas. Designing a Privacy Dashboard for a Smart Manufacturing Environment. IFIP Advances in Information and Communication Technology 2020 ;Volum 573. s. 79-85 SINTEF
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10. |
Martin, Niels; De Weerdt, Jochen; Fernandez-Llatas, Carlos; Gal, Avigdor; Gatta, Roberto; Ibáñez, Gema; Johnson, Owen; Mannhardt, Felix; Ruiz, Luis Marco; Mertens, Steven; Munoz-Gama, Jorge; Seoane, Fernando; Vanthienen, Jan; Wynn, Moe Thandar; Boilève, David Baltar; Bergs, Jochen; Joosten-Melis, Mieke; Schretlen, Stijn; Van Acker, Bart. Recommendations for enhancing the usability and understandability of process mining in healthcare. Artificial Intelligence in Medicine 2020 ;Volum 109. s. - NTNU SINTEF UNN
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11. |
Nuñez von Voigt, Saskia; Fahrenkrog-Petersen, Stephan A.; Janssen, Dominik; Koschmider, Agnes; Tschorsch, Florian; Mannhardt, Felix; Landsiedel, Olaf; Weidlich, Matthias. Quantifying the Re-identification Risk of Event Logs for Process Mining: Empiricial Evaluation Paper. Lecture Notes in Computer Science (LNCS) 2020 ;Volum 12127. s. 252-267 NTNU SINTEF
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2019
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Bauer, Martin; Fahrenkrog-Petersen, Stephan A.; Koschmider, Agnes; Mannhardt, Felix; van der Aa, Han; Weidlich, Matthias. ELPaaS: Event Log Privacy as a Service. CEUR Workshop Proceedings 2019 ;Volum 2420. s. 159-163 SINTEF
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13. |
de Man, Johannes Cornelis; Mannhardt, Felix. Detailed Performance Diagnosis Based on Production Timestamps: A Case Study. I: Advances in Production Management Systems. Production Management for the Factory of the Future : IFIP WG 5.7 International Conference, APMS 2019, Austin, TX, USA, September 1–5, 2019, Proceedings, Part I. Springer 2019 ISBN 978-3-030-29999-6. s. 708-715 SINTEF
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Koschmider, Agnes; Mannhardt, Felix; Tobias, Heuser. On the Contextualization of Event-Activity Mappings. Lecture Notes in Business Information Processing 2019 ;Volum 342. s. 445-457 SINTEF
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15. |
Mannhardt, Felix; Arnesen, Petter; Landmark, Andreas D.. Estimating the Impact of Incidents on Process Delay. I: 2019 International Conference on Process Mining (ICPM). IEEE 2019 ISBN 978-1-7281-0919-0. s. 49-56 SINTEF
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16. |
Mannhardt, Felix; Arnesen, Petter; Landmark, Andreas D.. Estimating the Impact of Incidents on Process Delay. 1st International Conference on Process Mining; 2019-06-24 - 2019-06-26 NTNU SINTEF
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17. |
Mannhardt, Felix; Koschmider, Agnes; Baracaldo, Nathalie; Weidlich, Matthias; Michael, Judith. Privacy-Preserving Process Mining: Differential Privacy for Event Logs. Business & Information Systems Engineering (BISE) 2019 ;Volum 61.(5) s. 595-614 SINTEF
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18. |
Mannhardt, Felix; Koschmider, Agnes; Baracaldo, Nathalie; Weidlich, Matthias; Michael, Judith. Privacy-preserving Process Mining: Differential Privacy for Event Logs (Extended Abstract). Informatik-Spektrum 2019 ;Volum 42.(5) s. 349-351 SINTEF
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19. |
Mannhardt, Felix; Landmark, Andreas D.. Mining railway traffic control logs. Transportation Research Procedia 2019 ;Volum 37. s. 227-234 SINTEF
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20. |
Mannhardt, Felix; Petersen, Sobah Abbas; Oliveira, Manuel Fradinho. A trust and privacy framework for smart manufacturing environments. Journal of Ambient Intelligence and Smart Environments 2019 ;Volum 11.(3) s. 201-219 SINTEF
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21. |
Mannhardt, Felix; Petersen, Sobah Abbas; Oliveira, Manuel Fradinho. Designing a Privacy Dashboard for a Smart Manufacturing Environment. 1st Workshop on Trust and Privacy Aspects of Smart Information Environments (TPSIE); 2019-09-18 - 2019-09-20 SINTEF
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22. |
Mannhardt, Felix; Petersen, Sobah Abbas; Oliveira, Manuel Fradinho. Process Mining and Privacy in Smart Manufacturing. Informatik-Spektrum 2019 ;Volum 42.(5) s. 336-339 SINTEF
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23. |
Michael, Judith; Koschmider, Agnes; Mannhardt, Felix; Baracaldo, Nathalie; Rumpe, Bernhard. User Centered and Privacy-Driven Process Mining System Design. Informatik-Spektrum 2019 ;Volum 42.(5) s. 347-348 SINTEF
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24. |
Michael, Judith; Koschmider, Agnes; Mannhardt, Felix; Baracaldo, Nathalie; Rumpe, Bernhard. User-Centered and Privacy-Driven Process Mining System Design for IoT. Lecture Notes in Business Information Processing 2019 ;Volum 350. s. 194-206 SINTEF
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2018
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25. |
de Leoni, Massimiliano; Mannhardt, Felix. Decision Discovery in Business Processes. I: Encyclopedia of Big Data Technologies. Springer Nature 2018 ISBN 978-3-319-63962-8. s. - SINTEF
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26. |
Mannhardt, Felix; Bovo, Riccardo; Oliveira, Manuel Fradinho; Julier, Simon. A Taxonomy for Combining Activity Recognition and Process Discovery in Industrial Environments. Lecture Notes in Computer Science (LNCS) 2018 ;Volum 11315. s. 84-93 SINTEF
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27. |
Mannhardt, Felix; de Leoni, Massimiliano; Reijers, Hajo A.; van der Aalst, Wil M.P.; Toussaint, Pieter Jelle. Guided Process Discovery - A pattern-based approach. Information Systems 2018 ;Volum 76. s. 1-18 NTNU
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28. |
Mannhardt, Felix; Landmark, Andreas D.. Mining railway traffic control logs. 21st EURO Working Group on Transportation Meeting, EWGT 2018; 2018-09-17 - 2018-09-19 SINTEF
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29. |
Mannhardt, Felix; Petersen, Sobah Abbas; Oliveira, Manuel Fradinho. Privacy Challenges for Process Mining in Human-Centered Industrial Environments. I: 2018 14th International Conference on Intelligent Environments (IE), Rome, Italy, 25-28 June 2018. IEEE 2018 ISBN 978-1-5386-6844-3. s. 64-71 SINTEF
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30. |
Mannhardt, Felix; Toussaint, Pieter Jelle. Revealing Work Practices in Hospitals Using Process Mining. I: Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth. IOS Press 2018 ISBN 978-1-61499-852-5. s. 281-285 NTNU SINTEF
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31. |
Petersen, Sobah Abbas; Mannhardt, Felix; Oliveira, Manuel Fradinho; Torvatn, Hans Yngvar. A Framework to Navigate the Privacy Trade-offs for Human-Centred Manufacturing. I: Collaborative Networks of Cognitive Systems. 19th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2018, Cardiff, UK, September 17-19, 2018, Proceedings. Springer 2018 ISBN 978-3-319-99127-6. s. 85-97 SINTEF
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