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 …

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 …

An interactive method for detection of process activity executions from IoT data

R Seiger, M Franceschetti, B Weber - Future Internet, 2023 - mdpi.com
The increasing number of IoT devices equipped with sensors and actuators pervading every
domain of everyday life allows for improved automated monitoring and analysis of …

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 …

Turning logs into lumber: preprocessing tasks in process mining

Y Liu, V Stein Dani, I Beerepoot, X Lu - International Conference on …, 2023 - Springer
Event logs are invaluable for conducting process mining projects, offering insights into
process improvement and data-driven decision-making. However, data quality issues affect …

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

S Veneruso, Y Bertrand, F Leotta… - Journal of Ambient …, 2023 - content.iospress.com
Scientific contributions in the area of smart environments cover different tasks of ambient
intelligence including action and activity recognition, anomaly detection, and automated …

Few-Shot Semantic Segmentation for Consumer Electronics: An Inter-Class Relation Mining Approach

H Huang, X Yuan, S Yu, W Zhao… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Few-shot semantic segmentation (FSS), which can perform segmentation using only a
limited number of annotated examples, is a promising technique that has been embedded in …

Unsupervised Segmentation of Smart Home Position Logs for Human Activity Analysis

F Leotta, M Mecella, S Veneruso - 2023 19th International …, 2023 - ieeexplore.ieee.org
Human activities represent a major source of information for smart home automation. While
performing their daily activities, humans trigger sensors producing measurements that flow …

Periodic Behavioral Routine Discovery Based on Implicit Spatial Correlations for Smart Home

CC Lo, KH Hsu, SC Chen, CS Shieh, MF Horng - Mathematics, 2023 - mdpi.com
As the degree of elders' social activity and self-care ability depreciates, the potential risk for
elderly people who live independently increases. The development of assistive services …

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 …