Yannis Bertrand

23 papers A 1B 1C 1Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
An object-centric core metamodel for IoT-enhanced event logs.
CoRR
Yannis Bertrand, Christian Imenkamp, Lukas Malburg, Matthias Ehrendorfer, Marco Franceschetti, Joscha Grüger, Francesco Leotta, Jürgen Mangler, Ronny Seiger, Agnes Koschmider, Stefanie Rinderle-Ma, Barbara Weber, Estefanía Serral
2025 J jnl
Approaches for IoT-enhanced predictive process monitoring.
Process Sci.
Yannis Bertrand, Alexander Stevens, Boje Deforce, Johannes De Smedt, Jochen De Weerdt, Estefanía Serral
2025 — conf
BROOM: Toolbox for IoT‑Enhanced Process Mining.
BPM (Demos / Resources Forum)
Christian Imenkamp, Yannis Bertrand, Joscha Grüger, Lukas Malburg, Marco Franceschetti, Matthias Ehrendorfer, Agnes Koschmider
2025 — conf
Challenges in Data Quality Management for IoT-Enhanced Event Logs.
RCIS (1)
Yannis Bertrand, Alexander Schultheis, Lukas Malburg, Joscha Grüger, Estefanía Serral Asensio, Ralph Bergmann
2025 J jnl
Digital Twins of Business Processes: A Research Manifesto.
Internet Things
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
2025 B conf
Discovering the Influence of Exogenous Data on Decisions in Processes.
Petri Nets
Adam Banham, Yannis Bertrand, Robert Andrews, Moe Thandar Wynn, Sander J. J. Leemans
2024 J jnl
An Expert-Validated Bridging Model for IoT Process Mining.
Bus. Inf. Syst. Eng.
Yannis Bertrand, Jochen De Weerdt, Estefanía Serral
2024 J jnl
Digital Twins of Business Processes: A Research Manifesto.
CoRR
Fabrizio Fornari, Ivan Compagnucci, Massimo Callisto De Donato, Yannis Bertrand, Harry Herbert 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
2024 J jnl
From Internet of Things Data to Business Processes: Challenges and a Framework.
CoRR
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
2024 C conf
Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing.
ICCBR
Alexander Schultheis, Lukas Malburg, Joscha Grüger, Justin Weich, Yannis Bertrand, Ralph Bergmann, Estefanía Serral Asensio
2023 A conf
A Novel Multi-perspective Trace Clustering Technique for IoT-Enhanced Processes: A Case Study in Smart Manufacturing.
BPM
Yannis Bertrand, Jochen De Weerdt, Estefanía Serral
2023 J jnl
A model-based simulator for smart homes: Enabling reproducibility and standardization.
J. Ambient Intell. Smart Environ.
Silvestro Veneruso, Yannis Bertrand, Francesco Leotta, Estefanía Serral, Massimo Mecella
2023 J jnl
A survey on the application of process discovery techniques to smart spaces data.
Eng. Appl. Artif. Intell.
Yannis Bertrand, Bram Van den Abbeele, Silvestro Veneruso, Francesco Leotta, Massimo Mecella, Estefanía Serral
2023 — conf
Analysing the Foraging Behaviour of Bees Using Process Mining: A Case Study.
ICPM Workshops
Zahra Ahmadi, Yannis Bertrand, María Isabel Pozo Romero, Estefanía Serral
2023 J jnl
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs.
Future Internet
Juergen Mangler, Joscha Grüger, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Janik-Vasily Benzin, Stefanie Rinderle-Ma, Estefanía Serral Asensio, Ralph Bergmann
2023 — conf
Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments.
BPM (Demos / Resources Forum)
Matthias Ehrendorfer, Yannis Bertrand, Lukas Malburg, Juergen Mangler, Joscha Grüger, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio
2023 — conf
NICE: The Native IoT-Centric Event Log Model for Process Mining.
ICPM Workshops
Yannis Bertrand, Silvestro Veneruso, Francesco Leotta, Massimo Mecella, Estefanía Serral
2022 — conf
A Survey on the Application of Process Mining to Smart Spaces Data.
ICPM Workshops
Yannis Bertrand, Bram Van den Abbeele, Silvestro Veneruso, Francesco Leotta, Massimo Mecella, Estefanía Serral
2022 — conf
Assessing the Suitability of Traditional Event Log Standards for IoT-Enhanced Event Logs.
Business Process Management Workshops
Yannis Bertrand, Jochen De Weerdt, Estefanía Serral
2022 — conf
Defining Data Quality Issues in Process Mining with IoT Data.
ICPM Workshops
Yannis Bertrand, Rafaël Van Belle, Jochen De Weerdt, Estefanía Serral
2022 J jnl
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data.
CoRR
Joscha Grüger, Lukas Malburg, Juergen Mangler, Yannis Bertrand, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio
2021 — conf
A Bridging Model for Process Mining and IoT.
ICPM Workshops
Yannis Bertrand, Jochen De Weerdt, Estefanía Serral
2021 — conf
Supporting Users in the Continuous Evolution of Automated Routines in Their Smart Spaces.
Business Process Management Workshops
Estefanía Serral, Daniel Schuster, Yannis Bertrand