Yannis Bertrand

According to our database, Yannis Bertrand authored at least 17 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Digital Twins of Business Processes: A Research Manifesto.

Fabrizio Fornari, Ivan Compagnucci, Massimo Callisto De Donato, Yannis Bertrand, Harry H. Beyel, Emilio Carrión, Marco Franceschetti, Wolfgang Groher, Joscha Grüger, Emre Kiliç, Agnes Koschmider, Francesco Leotta, Chiao-Yun Li, Giovanni Lugaresi, Lukas Malburg, Juergen Mangler, Massimo Mecella, Oscar Pastor, Uwe V. Riss, Ronny Seiger, Estefanía Serral, Victoria Torres, Pedro Valderas

Internet Things, 2025

2024

An Expert-Validated Bridging Model for IoT Process Mining.

Yannis Bertrand, Jochen De Weerdt, Estefanía Serral

Bus. Inf. Syst. Eng., December, 2024

From Internet of Things Data to Business Processes: Challenges and a Framework.

Juergen Mangler, Ronny Seiger, Janik-Vasily Benzin, Joscha Grüger, Yusuf Kirikkayis, Florian Gallik, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Marco Franceschetti, Barbara Weber, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio, Manfred Reichert

CoRR, 2024

Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing.

Alexander Schultheis, Lukas Malburg, Joscha Grüger, Justin Weich, Yannis Bertrand, Ralph Bergmann, Estefanía Serral Asensio

Proceedings of the Case-Based Reasoning Research and Development, 2024

2023

A survey on the application of process discovery techniques to smart spaces data.

Yannis Bertrand, Bram Van den Abbeele, Silvestro Veneruso, Francesco Leotta, Massimo Mecella, Estefanía Serral

Eng. Appl. Artif. Intell., November, 2023

DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs.

Juergen Mangler, Joscha Grüger, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Janik-Vasily Benzin, Stefanie Rinderle-Ma, Estefanía Serral Asensio, Ralph Bergmann

Future Internet, March, 2023

A model-based simulator for smart homes: Enabling reproducibility and standardization.

Silvestro Veneruso, Yannis Bertrand, Francesco Leotta, Estefanía Serral, Massimo Mecella

J. Ambient Intell. Smart Environ., 2023

NICE: The Native IoT-Centric Event Log Model for Process Mining.

Yannis Bertrand, Silvestro Veneruso, Francesco Leotta, Massimo Mecella, Estefanía Serral

Proceedings of the Process Mining Workshops, 2023

Analysing the Foraging Behaviour of Bees Using Process Mining: A Case Study.

Zahra Ahmadi, Yannis Bertrand, María Isabel Pozo Romero, Estefanía Serral

Proceedings of the Process Mining Workshops, 2023

Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments.

Matthias Ehrendorfer, Yannis Bertrand, Lukas Malburg, Juergen Mangler, Joscha Grüger, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio

Proceedings of the Best Dissertation Award, 2023

A Novel Multi-perspective Trace Clustering Technique for IoT-Enhanced Processes: A Case Study in Smart Manufacturing.

Yannis Bertrand, Jochen De Weerdt, Estefanía Serral

Proceedings of the Business Process Management - 21st International Conference, 2023

2022

SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data.

Joscha Grüger, Lukas Malburg, Juergen Mangler, Yannis Bertrand, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio

CoRR, 2022

Defining Data Quality Issues in Process Mining with IoT Data.

Yannis Bertrand, Rafaël Van Belle, Jochen De Weerdt, Estefanía Serral

Proceedings of the Process Mining Workshops, 2022

A Survey on the Application of Process Mining to Smart Spaces Data.

Yannis Bertrand, Bram Van den Abbeele, Silvestro Veneruso, Francesco Leotta, Massimo Mecella, Estefanía Serral

Proceedings of the Process Mining Workshops, 2022

Assessing the Suitability of Traditional Event Log Standards for IoT-Enhanced Event Logs.

Yannis Bertrand, Jochen De Weerdt, Estefanía Serral

Proceedings of the Business Process Management Workshops, 2022

2021

A Bridging Model for Process Mining and IoT.

Yannis Bertrand, Jochen De Weerdt, Estefanía Serral

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Supporting Users in the Continuous Evolution of Automated Routines in Their Smart Spaces.

Estefanía Serral, Daniel Schuster, Yannis Bertrand

Proceedings of the Business Process Management Workshops, 2021