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@proceedings{DBLP:conf/icpm/2022w,
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-27815-0},
doi = {10.1007/978-3-031-27815-0},
isbn = {978-3-031-27814-3},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/2022w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/BalaRM22,
author = {Saimir Bala and
Kate Revoredo and
Jan Mendling},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Process Mining for Analyzing Open Questions Computer-Aided Examinations},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {565--576},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_41},
doi = {10.1007/978-3-031-27815-0\_41},
timestamp = {Fri, 26 May 2023 07:40:33 +0200},
biburl = {https://dblp.org/rec/conf/icpm/BalaRM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/BekelaarLC22,
author = {Jorg W. R. Bekelaar and
Jolanda J. Luime and
Renata Medeiros de Carvalho},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Predicting Patient Care Acuity: An {LSTM} Approach for Days-to-day
Prediction},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {378--390},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_28},
doi = {10.1007/978-3-031-27815-0\_28},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpm/BekelaarLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/Benevento0ABPBA22,
author = {Elisabetta Benevento and
Marco Pegoraro and
Mattia Antoniazzi and
Harry H. Beyel and
Viki Peeva and
Paul Balfanz and
Wil M. P. van der Aalst and
Lukas Martin and
Gernot Marx},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Process Modeling and Conformance Checking in Healthcare: {A} {COVID-19}
Case Study - Case Study},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {315--327},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_23},
doi = {10.1007/978-3-031-27815-0\_23},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/Benevento0ABPBA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/BertrandAVLMS22,
author = {Yannis Bertrand and
Bram Van den Abbeele and
Silvestro Veneruso and
Francesco Leotta and
Massimo Mecella and
Estefan{\'{\i}}a Serral},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {A Survey on the Application of Process Mining to Smart Spaces Data},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {57--70},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_5},
doi = {10.1007/978-3-031-27815-0\_5},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/BertrandAVLMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/BertrandBWS22,
author = {Yannis Bertrand and
Rafa{\"{e}}l Van Belle and
Jochen De Weerdt and
Estefan{\'{\i}}a Serral},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Defining Data Quality Issues in Process Mining with IoT Data},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {422--434},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_31},
doi = {10.1007/978-3-031-27815-0\_31},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/BertrandBWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/BeyelA22,
author = {Harry H. Beyel and
Wil M. P. van der Aalst},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Creating Translucent Event Logs to Improve Process Discovery},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {435--447},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_32},
doi = {10.1007/978-3-031-27815-0\_32},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/BeyelA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/Breitmayer0RR22,
author = {Marius Breitmayer and
Lisa Arnold and
Stephan La Rocca and
Manfred Reichert},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Deriving Event Logs from Legacy Software Systems},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {409--421},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_30},
doi = {10.1007/978-3-031-27815-0\_30},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/Breitmayer0RR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/BullwardACMJ22,
author = {Alistair Bullward and
Abdulaziz Aljebreen and
Alexander Coles and
Ciar{\'{a}}n McInerney and
Owen A. Johnson},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Research Paper: Process Mining and Synthetic Health Data: Reflections
and Lessons Learnt},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {341--353},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_25},
doi = {10.1007/978-3-031-27815-0\_25},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/BullwardACMJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/Burattin0S22,
author = {Andrea Burattin and
Hugo A. L{\'{o}}pez and
Lasse Starklit},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Uncovering Change: {A} Streaming Approach for Declarative Processes},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {158--170},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_12},
doi = {10.1007/978-3-031-27815-0\_12},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/Burattin0S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/ChenLTP22,
author = {Qifan Chen and
Yang Lu and
Charmaine S. Tam and
Simon K. Poon},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Discovering Break Behaviours in Process Mining: An Application to
Discover Treatment Pathways in {ICU} of Patients with Acute Coronary
Syndrome},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {354--365},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_26},
doi = {10.1007/978-3-031-27815-0\_26},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/ChenLTP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/CosmaHGS22,
author = {Vlad Paul Cosma and
Thomas T. Hildebrandt and
Christopher H. Gyldenk{\ae}rne and
Tijs Slaats},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {{BERMUDA:} Participatory Mapping of Domain Activities to Event Data
via System Interfaces},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {127--139},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_10},
doi = {10.1007/978-3-031-27815-0\_10},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/CosmaHGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/CremeriusPKW22,
author = {Jonas Cremerius and
Luise Pufahl and
Finn Klessascheck and
Mathias Weske},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Event Log Generation in {MIMIC-IV} Research Paper},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {302--314},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_22},
doi = {10.1007/978-3-031-27815-0\_22},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpm/CremeriusPKW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/DaeleJ22,
author = {Seppe Van Daele and
Gert Janssenswillen},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Identifying the Steps in an Exploratory Data Analysis: {A} Process-Oriented
Approach},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {526--538},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_38},
doi = {10.1007/978-3-031-27815-0\_38},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/DaeleJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/DubbeldamKCM22,
author = {Annika L. Dubbeldam and
Istv{\'{a}}n Ketyk{\'{o}} and
Renata Medeiros de Carvalho and
Felix Mannhardt},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Early Predicting the Need for Aftercare Based on Patients Events from
the First Hours of Stay - {A} Case Study},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {366--377},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_27},
doi = {10.1007/978-3-031-27815-0\_27},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpm/DubbeldamKCM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/FedericoB22,
author = {Gemma Di Federico and
Andrea Burattin},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Do You Behave Always the Same? - {A} Process Mining Approach},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {5--17},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_1},
doi = {10.1007/978-3-031-27815-0\_1},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/FedericoB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/GoossensSVA22,
author = {Alexandre Goossens and
Johannes De Smedt and
Jan Vanthienen and
Wil M. P. van der Aalst},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Enhancing Data-Awareness of Object-Centric Event Logs},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {18--30},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_2},
doi = {10.1007/978-3-031-27815-0\_2},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/GoossensSVA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/GrohsR22,
author = {Michael Grohs and
Jana{-}Rebecca Rehse},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Attribute-Based Conformance Diagnosis: Correlating Trace Attributes
with Process Conformance},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {203--215},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_15},
doi = {10.1007/978-3-031-27815-0\_15},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/GrohsR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/GrugerGJB22,
author = {Joscha Gr{\"{u}}ger and
Tobias Geyer and
David Jilg and
Ralph Bergmann},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {{SAMPLE:} {A} Semantic Approach for Multi-perspective Event Log Generation},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {328--340},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_24},
doi = {10.1007/978-3-031-27815-0\_24},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/GrugerGJB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/GrugerGKBB22,
author = {Joscha Gr{\"{u}}ger and
Tobias Geyer and
Martin Kuhn and
Stephan A. Braun and
Ralph Bergmann},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Weighted Violations in Alignment-Based Conformance Checking},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {289--301},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_21},
doi = {10.1007/978-3-031-27815-0\_21},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/GrugerGKBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/HidalgoM22,
author = {Luciano Hidalgo and
Jorge Munoz{-}Gama},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Domain-Driven Event Abstraction Framework for Learning Dynamics in
MOOCs Sessions},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {552--564},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_40},
doi = {10.1007/978-3-031-27815-0\_40},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpm/HidalgoM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/HobeckPW22,
author = {Richard Hobeck and
Luise Pufahl and
Ingo Weber},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Process Mining on Curriculum-Based Study Data: {A} Case Study at a
German University},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {577--589},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_42},
doi = {10.1007/978-3-031-27815-0\_42},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/HobeckPW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/JuniorNFP22,
author = {Elio Ribeiro Faria Junior and
Thais Rodrigues Neubauer and
Marcelo Fantinato and
Sarajane Marques Peres},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Clustering Analysis and Frequent Pattern Mining for Process Profile
Analysis: An Exploratory Study for Object-Centric Event Logs},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {269--281},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_20},
doi = {10.1007/978-3-031-27815-0\_20},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/JuniorNFP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/KlijnMF22,
author = {Eva L. Klijn and
Felix Mannhardt and
Dirk Fahland},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Aggregating Event Knowledge Graphs for Task Analysis},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {493--505},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_36},
doi = {10.1007/978-3-031-27815-0\_36},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/KlijnMF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/KobialkaMTJ22,
author = {Paul Kobialka and
Felix Mannhardt and
Silvia Lizeth Tapia Tarifa and
Einar Broch Johnsen},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Building User Journey Games from Multi-party Event Logs},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {71--83},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_6},
doi = {10.1007/978-3-031-27815-0\_6},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/KobialkaMTJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/KohlschmidtQA22,
author = {Christian Kohlschmidt and
Mahnaz Sadat Qafari and
Wil M. P. van der Aalst},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Detecting Surprising Situations in Event Data},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {216--228},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_16},
doi = {10.1007/978-3-031-27815-0\_16},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/KohlschmidtQA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/KwonC22,
author = {Nahyun Kwon and
Marco Comuzzi},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Genetic Algorithms for AutoML in Process Predictive Monitoring},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {242--254},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_18},
doi = {10.1007/978-3-031-27815-0\_18},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/KwonC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/LahannPF22,
author = {Johannes Lahann and
Peter Pfeiffer and
Peter Fettke},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {LSTM-Based Anomaly Detection of Process Instances: Benchmark and Tweaks},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {229--241},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_17},
doi = {10.1007/978-3-031-27815-0\_17},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/LahannPF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/MehrCD22,
author = {Azadeh Sadat Mozafari Mehr and
Renata Medeiros de Carvalho and
Boudewijn F. van Dongen},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Detecting Complex Anomalous Behaviors in Business Processes: {A} Multi-perspective
Conformance Checking Approach},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {44--56},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_4},
doi = {10.1007/978-3-031-27815-0\_4},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/MehrCD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/ParkA22,
author = {Gyunam Park and
Wil M. P. van der Aalst},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Monitoring Constraints in Business Processes Using Object-Centric
Constraint Graphs},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {479--492},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_35},
doi = {10.1007/978-3-031-27815-0\_35},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/ParkA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/PeeperkornVSSBW22,
author = {Jari Peeperkorn and
Carlos Ortega V{\'{a}}zquez and
Alexander Stevens and
Johannes De Smedt and
Seppe vanden Broucke and
Jochen De Weerdt},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Outcome-Oriented Predictive Process Monitoring on Positive and Unlabelled
Event Logs},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {255--268},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_19},
doi = {10.1007/978-3-031-27815-0\_19},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/PeeperkornVSSBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/PohlQA22,
author = {Timo Pohl and
Mahnaz Sadat Qafari and
Wil M. P. van der Aalst},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Discrimination-Aware Process Mining: {A} Discussion},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {101--113},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_8},
doi = {10.1007/978-3-031-27815-0\_8},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/PohlQA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/PuthurAMMLJ22,
author = {Christin Puthur and
Abdulaziz Aljebreen and
Ciar{\'{a}}n McInerney and
Teumzghi Mebrahtu and
Tom Lawton and
Owen A. Johnson},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Measuring the Impact of {COVID-19} on Hospital Care Pathways},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {391--403},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_29},
doi = {10.1007/978-3-031-27815-0\_29},
timestamp = {Sat, 20 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/PuthurAMMLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/RafieiWA22,
author = {Majid Rafiei and
Frederik Wangelik and
Wil M. P. van der Aalst},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {TraVaS: Differentially Private Trace Variant Selection for Process
Mining},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {114--126},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_9},
doi = {10.1007/978-3-031-27815-0\_9},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/RafieiWA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/RebmannPFA22,
author = {Adrian Rebmann and
Peter Pfeiffer and
Peter Fettke and
Han van der Aa},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Multi-perspective Identification of Event Groups for Event Abstraction},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {31--43},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_3},
doi = {10.1007/978-3-031-27815-0\_3},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/RebmannPFA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/RohaniGGM22,
author = {Narjes Rohani and
Kobi Gal and
Michael Gallagher and
Areti Manataki},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Discovering Students' Learning Strategies in a Visual Programming
{MOOC} Through Process Mining Techniques},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {539--551},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_39},
doi = {10.1007/978-3-031-27815-0\_39},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/RohaniGGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/SolaWSBRK22,
author = {Diana Sola and
Christian Warmuth and
Bernhard Sch{\"{a}}fer and
Peyman Badakhshan and
Jana{-}Rebecca Rehse and
Timotheus Kampik},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {{SAP} Signavio Academic Models: {A} Large Process Model Dataset},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {453--465},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_33},
doi = {10.1007/978-3-031-27815-0\_33},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/SolaWSBRK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/VidgofM22,
author = {Maxim Vidgof and
Jan Mendling},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Leveraging Event Data for Measuring Process Complexity},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {84--95},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_7},
doi = {10.1007/978-3-031-27815-0\_7},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/VidgofM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/WagnerHRJDGSLSA22,
author = {Miriam Wagner and
Hayyan Helal and
Rene Roepke and
Sven Judel and
Jens Doveren and
Sergej G{\"{o}}rzen and
Pouya Soudmand and
Gerhard Lakemeyer and
Ulrik Schroeder and
Wil M. P. van der Aalst},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {A Combined Approach of Process Mining and Rule-Based {AI} for Study
Planning and Monitoring in Higher Education},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {513--525},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_37},
doi = {10.1007/978-3-031-27815-0\_37},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/WagnerHRJDGSLSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/WarmuthL22,
author = {Christian Warmuth and
Henrik Leopold},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {On the Potential of Textual Data for Explainable Predictive Process
Monitoring},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {190--202},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_14},
doi = {10.1007/978-3-031-27815-0\_14},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/WarmuthL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/WoltersH22,
author = {Lisan Wolters and
Marwan Hassani},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Predicting Activities of Interest in the Remainder of Customer Journeys
Under Online Settings},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {145--157},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_11},
doi = {10.1007/978-3-031-27815-0\_11},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/WoltersH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/Xiong0KMGC22,
author = {Jing Xiong and
Guohui Xiao and
Tahir Emre Kalayci and
Marco Montali and
Zhenzhen Gu and
Diego Calvanese},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {A Virtual Knowledge Graph Based Approach for Object-Centric Event
Logs Extraction},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {466--478},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_34},
doi = {10.1007/978-3-031-27815-0\_34},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/Xiong0KMGC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpm/ZbikowskiOG22,
author = {Kamil Zbikowski and
Michal Ostapowicz and
Piotr Gawrysiak},
editor = {Marco Montali and
Arik Senderovich and
Matthias Weidlich},
title = {Deep Reinforcement Learning for Resource Allocation in Business Processes},
booktitle = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,
Italy, October 23-28, 2022, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {468},
pages = {177--189},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27815-0\_13},
doi = {10.1007/978-3-031-27815-0\_13},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpm/ZbikowskiOG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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