NICE: the Native IoT-centric event log model for process mining

Y Bertrand, S Veneruso, F Leotta, M Mecella… - … Conference on Process …, 2023 - Springer
More and more so-called IoT-enhanced business processes (BPs) are supported by IoT
devices, which collect large amounts of data about the execution of such processes. While …

Toward a log-based anomaly detection system for cyber range platforms

F Blefari, FA Pironti, A Furfaro - … of the 19th International Conference on …, 2024 - dl.acm.org
Nowadays, the Information Technology landscape is permeated by a multitude of
vulnerabilities and threats. The constantly rising number of heterogeneous devices makes …

Human Activity Recognition with Unsupervised Learning of Event Logs

G Theodoropoulou, A Bousdekis… - Journal of Computer …, 2024 - Taylor & Francis
ABSTRACT Human Activity Recognition (HAR) is a field of study referring to the
development of algorithms and systems that can automatically recognize and interpret …

Identifying Variation in Personal Daily Routine Through Process Mining: A Case Study

G Di Federico, C Fernández-Llatas, Z Ahmadi… - … Conference on Process …, 2023 - Springer
The study of daily routines has gained substantial attention, especially in healthcare.
Understanding the activities and behaviors of individuals, particularly older adults, has the …

Daily routines discovery based on weighted spatial-temporal features

X Song, Y Wang - International Journal of Machine Learning and …, 2025 - Springer
In healthcare, the term activity of daily living (ADL) refers to the basic activities that humans
perform daily to maintain independence and autonomy. A daily routine is an ordered set of …

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

Z Ahmadi, Y Bertrand, MI Pozo Romero… - … Conference on Process …, 2023 - Springer
In this paper, we present a novel case study for the application of process mining (PM) on
data captured by Internet of Things (IoT) devices. In this case study, IoT sensors in robotic …

Case ID detection based on time series data--the mining use case

E Brzychczy, T Pełech-Pilichowski… - arXiv preprint arXiv …, 2024 - arxiv.org
Process mining gains increasing popularity in business process analysis, also in heavy
industry. It requires a specific data format called an event log, with the basic structure …

Discovering Human Habits Through Process Mining: State of the Art and Research Challenges

F Leotta, M Mecella, S Veneruso - … Recognition and Prediction for Smart IoT …, 2024 - Springer
A smart space is an environment outfitted with sensors and actuators that, starting from the
raw measurements provided by the former, is able to provide services to humans, assisting …

On the Usefulness of Human Behaviour Process Models: A User Study

S Veneruso, F Leotta, M Mecella - Intelligent Environments 2024 …, 2024 - ebooks.iospress.nl
Last year witnessed a growing interest from the Business Process Management research
community in analyzing activities carried out in sensorized environments using techniques …

Gemma Di Federico¹ (), Carlos Fernández-Llatas², Zahra Ahmadi³, Mohsen Shirali4, and Andrea Burattin¹

RTP Mining, A Case - … Workshops, Rome, Italy, October 23-27 …, 2024 - books.google.com
The study of daily routines has gained substantial attention, especially in healthcare.
Understanding the activities and behaviors of individuals, particularly older adults, has the …