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

Y Bertrand, B Van den Abbeele, S Veneruso… - … Applications of Artificial …, 2023 - Elsevier
During the last years, a number of studies have experimented with applying process
discovery techniques with the goal of automatically modelling human routines as if they …

Unsupervised human activity recognition using the clustering approach: A review

P Ariza Colpas, E Vicario, E De-La-Hoz-Franco… - Sensors, 2020 - mdpi.com
Currently, many applications have emerged from the implementation of software
development and hardware use, known as the Internet of things. One of the most important …

The internet of things meets business process management: a manifesto

C Janiesch, A Koschmider, M Mecella… - IEEE Systems, Man …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) refers to a network of connected devices that collects and
exchanges data through the Internet. These things can be artificial or natural and interact as …

Access economy for storage in energy communities

N Vespermann, T Hamacher… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We address the market design issue for a local energy community, comprising prosumers,
consumers, photovoltaic, and energy storage systems, all connected as a community to a …

Process model discovery from sensor event data

D Janssen, F Mannhardt, A Koschmider… - … Conference on Process …, 2020 - Springer
Virtually all techniques, developed in the area of process mining, assume the input event
data to be discrete, and, at a relatively high level (ie, close to the business-level). However …

A survey on the application of process mining to smart spaces data

Y Bertrand, B Van den Abbeele, S Veneruso… - … Conference on Process …, 2022 - Springer
During the last years, a number of studies have experimented with applying process mining
(PM) techniques to smart spaces data. The general goal has been to automatically model …

Unsupervised segmentation of smart home logs for human habit discovery

L Esposito, F Leotta, M Mecella… - 2022 18th International …, 2022 - ieeexplore.ieee.org
Smart homes represent examples of cyber-physical environments realizing the paradigm
known as ambient intelligence. An information system supporting ambient intelligence takes …

CvAMoS—event abstraction using contextual information

G Di Federico, A Burattin - Future Internet, 2023 - mdpi.com
Process mining analyzes events that are logged during the execution of a process, with the
aim of gathering useful information and knowledge. Process discovery algorithms derive …

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 …

Exploiting marked temporal point processes for predicting activities of daily living

G Fortino, A Guzzo, M Ianni, F Leotta… - … Conference on Human …, 2020 - ieeexplore.ieee.org
The increasingly large availability of sensors in modern houses, due to the establishment of
home assistants, allow to think in terms of smart houses where behaviours can be …