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miel:start [2019/05/21 09:06] – [IMPORTANT DATES] ext gjn | miel:start [2020/06/23 08:37] (current) – [MIEL 2020 information] gjn | ||
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- | ====== Methods for Interpretation of Industrial Event Logs (MIEL2019) ====== | + | ====== Methods for Interpretation of Industrial Event Logs Workshop |
MIEL is a yearly organized workshop regarding intelligent methods for interpretation of industrial event logs. | MIEL is a yearly organized workshop regarding intelligent methods for interpretation of industrial event logs. | ||
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MIEL webpage is [[http:// | MIEL webpage is [[http:// | ||
- | The 2nd edition of MIEL 2019 is organized at the [[https:// | + | The 3rd edition of MIEL 2020 is organized at the [[http:// |
+ | by Grzegorz J. Nalepa, David Camacho, Edyta Brzychczy, Roberto Confalonieri, | ||
+ | |||
+ | |||
+ | The [[miel2019|2nd edition of MIEL 2019]] was organized at the [[https:// | ||
by Grzegorz J. Nalepa, David Camacho, Edyta Brzychczy, Roberto Confalonieri, | by Grzegorz J. Nalepa, David Camacho, Edyta Brzychczy, Roberto Confalonieri, | ||
Refer to the {{ : | Refer to the {{ : | ||
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at the [[https:// | at the [[https:// | ||
- | ===== DESCRIPTION | + | ===== MIEL 2020 information |
- | The objective of this half-day workshop is to discuss novel intelligent data analysis methods suitable | + | 3rd Workshop on Methods |
+ | MIEL webpage is [[http:// | ||
- | ===== TOPICS OF INTEREST ===== | + | co-located |
- | include (but not limited to): | + | [[http:// |
- | * activity recognition in the industrial setting | + | 4th-6th November 2020, Guimarães, Portugal |
- | * anomaly detection on event log data | + | |
- | * conceptual modeling of industrial processes | + | |
- | * conformance checking of industrial process models | + | |
- | * event logs abstraction methods | + | |
- | * intelligent analysis of multi-sensor data | + | |
- | * industrial case studies | + | |
- | * industrial process modeling | + | |
- | * knowledge graphs | + | |
- | * network analysis on event log data | + | |
- | * ontologies for industrial domains | + | |
- | * ontology-based methods for event-log generation | + | |
- | * supervised and unsupervised methods of log analysis | + | |
- | * explainable models of event log analysis | + | |
- | ===== SUBMISSION ===== | + | CHAIRS:\\ |
- | We encourage the submission of full research papers up to 12 pages, as well as short papers (up to 6 pages) discussing early research proposals, or giving an overview | + | Grzegorz J. Nalepa, Jagiellonian University, Poland, |
+ | David Camacho, Universidad Politecnica de Madrid, Spain, | ||
+ | Edyta Brzychczy, AGH University | ||
+ | Confalonieri Roberto, Free Univeristy | ||
+ | Martin Atzmüller, Tilburg University, The Netherlands, | ||
+ | Montali Marco, Free Univeristy of Bozen-Bolzano, Italy. | ||
+ | {{ : | ||
+ | ===== Description ===== | ||
- | ===== IMPORTANT DATES ===== | + | The objective of the workshop is to discuss novel intelligent data analysis methods suitable for the analysis and interpretation of industrial event logs. We aim to include and possibly combine two distinct perspectives. The first uses methods from data mining and computational intelligence. The second uses background domain knowledge for conceptual analysis. We would like to focus on (but not limit to) the applications of the mentioned methods according to those two perspectives to Industry 4.0. In this setting, the source of the event logs would be industrial machinery, but also possibly personnel or activity monitoring devices. |
- | - Paper submission: < | + | |
- | - Notification: | + | |
- | - Camera-ready: | + | |
- | - Workshop: | + | |
+ | ===== Topics of interest ===== | ||
+ | * activity recognition in the industrial setting | ||
+ | * anomaly detection on event log data | ||
+ | * conceptual modeling of industrial processes | ||
+ | * conformance checking of industrial process models | ||
+ | * event logs abstraction methods | ||
+ | * intelligent analysis of multi-sensor data | ||
+ | * industrial case studies with real-life complex event logs | ||
+ | * industrial process modeling | ||
+ | * knowledge graphs on event log data | ||
+ | * network analysis on event log data | ||
+ | * ontologies for industrial domains | ||
+ | * ontology-based methods for event-log generation | ||
+ | * supervised and unsupervised methods of log analysis | ||
+ | * explainable models of event log analysis | ||
- | ===== PROGRAM COMMITTEE | + | ===== Submission ===== |
+ | |||
+ | We encourage the submission of full research papers up to 12 pages, as well as short papers (up to 6 pages) discussing early research proposals, or giving an overview of specific methods and tools applicable for the problems considered in the workshop, as well as practical projects in this area. Please use Easychair for submission for MIEL2020: [[https:// | ||
+ | Also, please follow the Springer LNCS template to format the paper. | ||
+ | |||
+ | ===== Proceedings ===== | ||
+ | |||
+ | We are aiming at preparing CEUR-WS post workshop proceedings. | ||
+ | // | ||
+ | |||
+ | ===== Dates ===== | ||
+ | |||
+ | * Paper submission: | ||
+ | * Notification: | ||
+ | * Camera-ready: | ||
+ | * Workshop: | ||
+ | |||
+ | ===== Program Committee | ||
Andrea Burattin, Technical University of Denmark, Denmark\\ | Andrea Burattin, Technical University of Denmark, Denmark\\ | ||
- | Szymon Bobek, | + | Szymon Bobek, |
Josep Carmona, Universitat Politècnica de Catalunya, Spain\\ | Josep Carmona, Universitat Politècnica de Catalunya, Spain\\ | ||
Diego Calvanese, Free Univeristy of Bozen-Bolzano, | Diego Calvanese, Free Univeristy of Bozen-Bolzano, | ||
+ | Ludovik Coba, Free University of Bozen-Bolzano, | ||
+ | Antonio González Pardo, Universidad Rey Juan Carlos, Spain\\ | ||
Dirk Fahland, Technical University in Eindhoven, The Netherlands\\ | Dirk Fahland, Technical University in Eindhoven, The Netherlands\\ | ||
Felix Mannhardt, SINTEF, Norway\\ | Felix Mannhardt, SINTEF, Norway\\ | ||
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Rushed Kanawati, Université Sorbonne Paris Cité, France\\ | Rushed Kanawati, Université Sorbonne Paris Cité, France\\ | ||
Benjamin Kloepper, ABB, Germany\\ | Benjamin Kloepper, ABB, Germany\\ | ||
- | Víctor Rodríguez, Universidad | + | Alberto Mozo, Universidad |
- | Dominik Ślęzak, University | + | Cristian Ramirez Atencia, Otto-von-Guericke |
+ | Víctor Rodríguez, Universidad Politécnica de Madrid, Spain\\ | ||
Jose Tomas Palma Mendez, Universidad de Murcia, Spain\\ | Jose Tomas Palma Mendez, Universidad de Murcia, Spain\\ | ||
- | Christopher Turner, University of Surrey, | + | Marcin Szpyrka, AGH University of Science and Technology, Poland\\ |
- | Marcin Szpyrka, AGH University | + | Christopher Turner, University of Surrey, |
+ | |||
+ | |||
+ | |||
+ | ====== Methods for Interpretation | ||
+ | |||
+ | The 2nd edition of [[miel2019|MIEL 2019]] was organized at the [[https:// | ||
+ | by Grzegorz J. Nalepa, David Camacho, Edyta Brzychczy, Roberto Confalonieri, | ||
- | ===== OTHER ACTIVITIES ===== | + | See the [[miel2019|separate page for the 1st edition |
- | During | + | |
====== Methods for Interpretation of Industrial Event Logs (MIEL2018) ====== | ====== Methods for Interpretation of Industrial Event Logs (MIEL2018) ====== |