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2023
1 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
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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
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2022
3 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. -
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2021
4 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
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5 Martin, Niels; Pufahl, Luise; Mannhardt, Felix.
Detection of batch activities from event logs. Information Systems 2021 ;Volum 95. s. 1-23
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6 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
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2020
7 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
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8 Koschmider, Agnes; Janssen, Dominik; Mannhardt, Felix.
Framework for Process Discovery from Sensor Data. CEUR Workshop Proceedings 2020 ;Volum 2628. s. 32-38
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9 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
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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. -
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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
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2019
12 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
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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
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14 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
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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
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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
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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
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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
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19 Mannhardt, Felix; Landmark, Andreas D..
Mining railway traffic control logs. Transportation Research Procedia 2019 ;Volum 37. s. 227-234
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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
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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
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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
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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
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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
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2018
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. -
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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
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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
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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
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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
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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
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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
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