Process mining applications in the healthcare domain: A comprehensive review

A Guzzo, A Rullo, E Vocaturo - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
Process mining (PM) is a well‐known research area that includes techniques,
methodologies, and tools for analyzing processes in a variety of application domains. In the …

Preserving data confidentiality in association rule mining using data share allocator algorithm

D Dhinakaran, PM Prathap - arXiv preprint arXiv:2304.14605, 2023 - arxiv.org
These days, investigations of information are becoming essential for various associations all
over the globe. By and large, different associations need to perform information …

Privacy-preserving process mining in healthcare

A Pika, MT Wynn, S Budiono… - International journal of …, 2020 - mdpi.com
Process mining has been successfully applied in the healthcare domain and has helped to
uncover various insights for improving healthcare processes. While the benefits of process …

Applied Affective Computing

L Tian, S Oviatt, M Muszynski, B Chamberlain, J Healey… - 2022 - books.google.com
Affective computing is a nascent field situated at the intersection of artificial intelligence with
social and behavioral science. It studies how human emotions are perceived and …

[HTML][HTML] Group-based privacy preservation techniques for process mining

M Rafiei, WMP van der Aalst - Data & Knowledge Engineering, 2021 - Elsevier
Process mining techniques help to improve processes using event data. Such data are
widely available in information systems. However, they often contain highly sensitive …

Automated process discovery from event logs in BIM construction projects

Y Pan, L Zhang - Automation in Construction, 2021 - Elsevier
To fully understand how a construction project actually proceeds, a novel framework for
automated process discovery from building information modeling (BIM) event logs is …

Privacy preserving data mining framework for negative association rules: An application to healthcare informatics

SM Darwish, RM Essa, MA Osman, AA Ismail - IEEE Access, 2022 - ieeexplore.ieee.org
Protecting the privacy of healthcare information is an important part of encouraging data
custodians to give accurate records so that mining may proceed with confidence. The …

Privacy preserving attribute-focused anonymization scheme for healthcare data publishing

JA Onesimu, J Karthikeyan, J Eunice, M Pomplun… - IEEE …, 2022 - ieeexplore.ieee.org
Advancements in Industry 4.0 brought tremendous improvements in the healthcare sector,
such as better quality of treatment, enhanced communication, remote monitoring, and …

Using process mining for learning resource recommendation: A Moodle case study

W Hachicha, L Ghorbel, R Champagnat… - Procedia Computer …, 2021 - Elsevier
Abstract Nowadays, Learning Management Systems (LMS) play an intrinsic role in
education. They gather traces about the learner (course view, wiki view, quiz attempt, etc.) in …

An ambient assisted living architecture for hospital at home coupled with a process-oriented perspective

E Sulis, IA Amantea, M Aldinucci, G Boella… - Journal of Ambient …, 2024 - Springer
The growing number of next-generation applications offers a relevant opportunity for
healthcare services, generating an urgent need for architectures for systems integration …