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 …

Process mining methodology for health process tracking using real-time indoor location systems

C Fernandez-Llatas, A Lizondo, E Monton, JM Benedi… - Sensors, 2015 - mdpi.com
The definition of efficient and accurate health processes in hospitals is crucial for ensuring
an adequate quality of service. Knowing and improving the behavior of the surgical …

Process mining for individualized behavior modeling using wireless tracking in nursing homes

C Fernández-Llatas, JM Benedi, JM García-Gómez… - Sensors, 2013 - mdpi.com
The analysis of human behavior patterns is increasingly used for several research fields.
The individualized modeling of behavior using classical techniques requires too much time …

Analyzing of gender behaviors from paths using process mining: A shopping mall application

O Dogan, JL Bayo-Monton, C Fernandez-Llatas… - Sensors, 2019 - mdpi.com
The study presents some results of customer paths' analysis in a shopping mall. Bluetooth-
based technology is used to collect data. The event log containing spatiotemporal …

Individual behavior modeling with sensors using process mining

O Dogan, A Martinez-Millana, E Rojas, M Sepúlveda… - Electronics, 2019 - mdpi.com
Understanding human behavior can assist in the adoption of satisfactory health
interventions and improved care. One of the main problems relies on the definition of human …

Using process mining for automatic support of clinical pathways design

C Fernandez-Llatas, B Valdivieso, V Traver… - Data mining in clinical …, 2015 - Springer
The creation of tools supporting the automatization of the standardization and continuous
control of healthcare processes can become a significant helping tool for clinical experts and …

Diabetes care related process modelling using process mining techniques. lessons learned in the application of interactive pattern recognition: coping with the …

C Fernandez-Llatas, A Martinez-Millana… - 2015 37th annual …, 2015 - ieeexplore.ieee.org
Diabetes is one of the metabolic disorders with more growth expectations in next decades.
The literature points to a correct self-management, to an appropriate treatment and to an …

Applying evidence-based medicine in telehealth: an interactive pattern recognition approximation

C Fernández-Llatas, T Meneu, V Traver… - International journal of …, 2013 - mdpi.com
Born in the early nineteen nineties, evidence-based medicine (EBM) is a paradigm intended
to promote the integration of biomedical evidence into the physicians daily practice. This …

Process mining application for analysis of customer's different visits in a shopping mall

O Dogan, C Fernandez-Llatas, B Oztaysi - Intelligent and Fuzzy …, 2020 - Springer
Indoor customers may have different purposes to visit a shopping mall. Understanding the
visiting aims results in better customer relationship management. One of the ways to explain …