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| - | ====== Methods for Interpretation of Industrial Event Logs (MIEL2018) ====== | + | ====== Methods for Interpretation of Industrial Event Logs Workshop |
| - | **MIEL 2018 webpage [[http:// | + | MIEL is a yearly organized workshop regarding intelligent methods for interpretation of industrial event logs. |
| - | **Organized | + | MIEL webpage is [[http:// |
| + | |||
| + | 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, | ||
| + | Refer to the {{ : | ||
| + | |||
| + | The [[miel2018|1st edition (MIEL2018)]] was | ||
| + | organized | ||
| at the [[https:// | at the [[https:// | ||
| + | ===== MIEL 2020 information ===== | ||
| + | |||
| + | 3rd Workshop on Methods for Interpretation of Industrial Event Logs (MIEL2020)\\ | ||
| + | MIEL webpage is [[http:// | ||
| + | |||
| + | co-located with IDEAL 2020 | ||
| + | [[http:// | ||
| + | 4th-6th November 2020, Guimarães, Portugal | ||
| + | |||
| + | CHAIRS:\\ | ||
| + | Grzegorz J. Nalepa, Jagiellonian University, Poland, | ||
| + | David Camacho, Universidad Politecnica de Madrid, Spain, | ||
| + | Edyta Brzychczy, AGH University of Science and Technology, Poland, | ||
| + | Confalonieri Roberto, Free Univeristy of Bozen-Bolzano, | ||
| + | Martin Atzmüller, Tilburg University, The Netherlands, | ||
| + | Montali Marco, Free Univeristy of Bozen-Bolzano, | ||
| + | |||
| + | {{ : | ||
| ===== Description ===== | ===== Description ===== | ||
| + | |||
| 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. | 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. | ||
| - | ===== Topics of Interest | + | ===== Topics of interest |
| - | * activity recognition in the industrial setting | + | * activity recognition in the industrial setting |
| - | * anomaly detection on event log data | + | * anomaly detection on event log data |
| - | * conceptual modeling of industrial processes | + | * conceptual modeling of industrial processes |
| - | * conformance checking of industrial process models | + | * conformance checking of industrial process models |
| - | * event logs abstraction methods | + | * event logs abstraction methods |
| - | * intelligent analysis of multi-sensor data | + | * intelligent analysis of multi-sensor data |
| - | * industrial case studies with real-life complex event logs | + | * industrial case studies with real-life complex event logs |
| - | * industrial process modeling | + | * industrial process modeling |
| - | * knowledge graphs on event log data | + | * knowledge graphs on event log data |
| - | * network analysis on event log data | + | * network analysis on event log data |
| - | * ontologies for industrial domains | + | * ontologies for industrial domains |
| - | * ontology-based methods for event-log generation | + | * ontology-based methods for event-log generation |
| - | * supervised and unsupervised methods of log analysis | + | * supervised and unsupervised methods of log analysis |
| + | * explainable models of event log analysis | ||
| - | ===== Program | + | ===== 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 | ||
| - | Martin Atzmueller, Tilburg University, The Netherlands\\ | ||
| - | Edyta Brzychczy, AGH University of Science and Technology, Poland\\ | ||
| Andrea Burattin, Technical University of Denmark, Denmark\\ | Andrea Burattin, Technical University of Denmark, Denmark\\ | ||
| - | Szymon Bobek, | + | Szymon Bobek, |
| - | David Camacho, Universidad Autonoma de Madrid, Spain\\ | + | |
| 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, | ||
| - | Robert Confalonieri, Free Univeristy | + | Ludovik Coba, Free University |
| + | Antonio González Pardo, Universidad Rey Juan Carlos, Spain\\ | ||
| Dirk Fahland, Technical University in Eindhoven, The Netherlands\\ | Dirk Fahland, Technical University in Eindhoven, The Netherlands\\ | ||
| - | Mannhardt | + | Felix Mannhardt, SINTEF, Norway\\ |
| Chiara Ghidini, FBK Trento, Italy\\ | Chiara Ghidini, FBK Trento, Italy\\ | ||
| Rushed Kanawati, Université Sorbonne Paris Cité, France\\ | Rushed Kanawati, Université Sorbonne Paris Cité, France\\ | ||
| Benjamin Kloepper, ABB, Germany\\ | Benjamin Kloepper, ABB, Germany\\ | ||
| - | Marco Montali, Free Univeristy of Bozen-Bolzano, Italy\\ | + | Alberto Mozo, Universidad Politécnica de Madrid, Spain\\ |
| + | Cristian Ramirez Atencia, Otto-von-Guericke University, Germany\\ | ||
| + | Víctor Rodríguez, Universidad Politécnica de Madrid, Spain\\ | ||
| Jose Tomas Palma Mendez, Universidad de Murcia, Spain\\ | Jose Tomas Palma Mendez, Universidad de Murcia, Spain\\ | ||
| - | Marcin Szpyrka, AGH University of Science and Technology, Poland | + | Marcin Szpyrka, AGH University of Science and Technology, Poland\\ |
| + | Christopher Turner, University of Surrey, UK \\ | ||
| - | ===== Important dates ===== | ||
| - | * Submission: 31.07.2018 | + | ====== Methods for Interpretation of Industrial Event Logs (MIEL2019) ====== |
| - | * Notification: | + | |
| - | * Camera-ready: | + | |
| - | * Workshop: | + | |
| - | ===== Proceedings ===== | + | The 2nd edition of [[miel2019|MIEL 2019]] was organized at the [[https:// |
| - | Workshop proceedings will be made available | + | by Grzegorz J. Nalepa, David Camacho, Edyta Brzychczy, Roberto Confalonieri, |
| - | ===== Call for papers | + | See the [[miel2019|separate page for the 1st edition of (MIEL2019)]]. |
| + | |||
| + | ====== Methods | ||
| + | |||
| + | The [[miel2018|1st edition (MIEL2018)]] was | ||
| + | organized by: Grzegorz J. Nalepa, David Camacho, Edyta Brzychczy, Robert Confalonieri, | ||
| + | at the [[https:// | ||
| - | {{ : | + | See the [[miel2018|separate page for the 1st edition of (MIEL2018)]]. |
