[FM-India] Fwd: [ML4PM] International Workshop on Leveraging Machine Learning in Process Mining

[Gabriel Marques Tavares]

4th International Conference on Process Mining (ICPM), October 23-28, 2022, Bozen-Bolzano, Italy

ML4PM 2022
THIRD INTERNATIONAL WORKSHOP ON LEVERAGING MACHINE LEARNING IN PROCESS MINING 
October 23-28, 2022, Bozen-Bolzano, Italy
http://ml4pm2022.di.unimi.it

AN ACTIVITY FROM THE IEEE TASK FORCE ON PROCESS MINING(https://www.tf-pm.org/events/satellite/events )

## About ML4PM
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.

### Call for Papers
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
Topics of interest for submission include, but are not limited to:

* Outcome and time prediction 
* Classification and clusterization of business processes
* Application of Deep Learning for PM
* Stream mining for online process environments 
* Anomaly detection for PM 
* Natural Language Processing and Text Mining for PM
* Multi-perspective analysis of processes 
* Machine Learning for robot process automation 
* Automated process modeling and updating 
* Conformance checking based on Machine Learning
* Transfer Learning applied to business processes 
* IoT business services leveraged by Machine Learning
* Multidimensional Process Mining
* Predictive Process Mining
* Prescriptive Learning in Process Mining
* Convergence of Machine Learning and Blockchain in Process Mining



### Submission Guidelines

Contributions to all calls should be submitted electronically to the Workshop management system connecting to https://easychair.org/my/conference?conf=icpm2022. 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 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(https://icpmconference.org/2022/registration/ )



### Important Dates

Abstract Submission: August 12, 2022
Paper Submission: August 19, 2022
Notification of Acceptance: September 9, 2022
Submission of Camera Ready Papers: September 23, 2022
Workshop: October 23, 2022
Post-workshop Camera-Ready Papers: November 4, 2022



## Organizers
### CHAIRS 

* Paolo Ceravolo, Università degli Studi di Milano, Italy (https://orcid.org/0000-0002-4519-0173)
* Sylvio Barbon Junior, Università degli Studi di Trieste, Italy (https://orcid.org/0000-0002-4988-0702)
* Annalisa Appice, Università degli Studi di Bari, Italy (https://orcid.org/0000-0001-9840-844X)