The interest in combining Machine Learning and Process Mining has seen increasing growth in the last few years along with the relevance of the ICPM conference. Thus, this workshop offers a focused environment to discuss new approaches, applications and their results to a wide audience, composed of researchers and practitioners. ML4PM will be held in Eindhoven, in conjunction with the ICPM conference.
This workshop invites papers that present works that lay in the intersection between machine learning and process mining. The event provides a suitable environment to discuss new approaches presented by researchers and practitioners. Main themes include automated process modeling, predictive process mining, application of deep learning techniques and online process mining. The workshop will count with leading researchers, engineers and scientists who are actively working on these topics.
Topics of interest for submission include, but are not limited to:
Contributions to all calls should be submitted electronically to the Workshop management system connecting to https://easychair.org/my/conference?conf=icpm2021. At least one author of each accepted paper is expected to participate in the conference and present his/her work.
Submissions must be original contributions that have not been published previously. Authors are requested to prepare submissions according to the format of the Lecture Notes in Business Information Processing (LNBIP) series by Springer href="http://www.springer.com/computer/lncs?SGWID=0-164-6-791344-0. Submissions must be in English and must not exceed 12 pages (including figures, bibliography and appendices). Each paper should contain a short abstract, clarifying the relation of the paper with the workshop topics, clearly state the problem being addressed, the goal of the work, the results achieved, and the relation to the literature.
Registrations are managed by the ICPM system
|Abstract Submission||August 19, 2021|
|Paper Submission||August 26, 2021|
|Notification of Acceptance||September 16, 2021|
|Submission of Camera Ready Papers||September 30, 2021|
|Workshop||November 1, 2021|
|Post-workshop Camera-Ready Papers||November 16, 2021|
Matthias Ehrendorfer, University of Vienna
Sarajane Marques Peres, University of São Paulo
Luís Paulo Faina Garcia, University of Brasilia
Michelangelo Ceci, University of Bari Aldo Moro
Gabriel Marques Tavares, Università degli Studi di Milano
Domenico Potena , Università Politechnica delle Marche
Antonella Guzzo, Università della Calabria
Natalia Sidorova, Eindhoven University of Technology
Irene Teinemaa, Booking.com
Wil van der Aalst, RWTH Aachen University
María Teresa Gómez, University of Seville
Mariangela Lazoi, University of Salento
Emerson Cabrera Paraiso, Pontifícia Universidade Católica do Paraná
Bruno Bogaz Zarpelão, State University of Londrina
Chiara Di Francescomarino, Fondazione Bruno Kessler
Fabrizio Maria Maggi, Free University of Bozen-Bolzano
Shridhar Devamane, APS College of Engineering, Bangalore
Niek Tax, Booking.com