[HTML][HTML] A systematic literature review on the use of artificial intelligence in energy self-management in smart buildings

J Aguilar, A Garces-Jimenez, MD R-moreno… - … and Sustainable Energy …, 2021 - Elsevier
Buildings are one of the main consumers of energy in cities, which is why a lot of research
has been generated around this problem. Especially, the buildings energy management …

Model-free cooperative adaptive sliding-mode-constrained-control for multiple linear induction traction systems

D Xu, W Zhang, P Shi, B Jiang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In order to deal with the speed cooperative control problem in the multiple linear induction
traction systems consists of multiple linear induction motors, a model-free cooperative …

Modeling the process of shaping the public opinion through Multilevel Fuzzy Cognitive Maps

H Sánchez, J Aguilar, O Terán, JG de Mesa - Applied Soft Computing, 2019 - Elsevier
The conformation of opinion in a society is analyzed in diverse studies, following diverse
perspectives, methods and tools. Previous studies are basically descriptive, predictive, and …

Case studies of clinical decision-making through prescriptive models based on machine learning

W Hoyos, J Aguilar, M Raciny, M Toro - Computer Methods and Programs …, 2023 - Elsevier
Background The development of computational methodologies to support clinical decision-
making is of vital importance to reduce morbidity and mortality rates. Specifically …

Metropolis: Emergence in a serious game to enhance the participation in smart city urban planning

J Aguilar, F Díaz, J Altamiranda, J Cordero… - Journal of the …, 2021 - Springer
This article presents a city simulator game named Metropolis. It is an emerging serious
game that generates emergent properties. Metropolis can be used as a smart city for city …

Multilayer cognitive maps in the resolution of problems using the FCM designer tool

J Aguilar - Applied Artificial Intelligence, 2016 - Taylor & Francis
Cognitive maps are a tool to represent knowledge from a qualitative perspective, allowing to
create models of complex systems where an exact mathematical model cannot be used …

Framework for the adaptation of an autonomous academic recommendation system as a service-oriented architecture

J Monsalve-Pulido, J Aguilar, E Montoya - Education and Information …, 2023 - Springer
The adaptation of traditional systems to service-oriented architectures is very frequent, due
to the increase in technologies for this type of architecture. This has led to the construction of …

Autonomous VOs management based on industry 4.0: a systematic literature review

CP Lopez, J Aguilar, M Santorum - Journal of Intelligent Manufacturing, 2023 - Springer
The virtual organization (VO) emerged intending to improve products and services in a
globalized environment through collaborative work between organizations of different kinds …

Analysis of different affective state multimodal recognition approaches with missing data-oriented to virtual learning environments

C Salazar, E Montoya-Múnera, J Aguilar - Heliyon, 2021 - cell.com
In this work, the affective state of users in virtual learning environments is
assessed/recognized in terms of continuous arousal and valence dimensions, making use of …

Explainability analysis: An in-depth comparison between Fuzzy Cognitive Maps and LAMDA

D Benito, C Quintero, J Aguilar, JM Ramírez… - Applied Soft …, 2024 - Elsevier
Currently, it has become very relevant that machine learning techniques can provide an
explanation of the results they generate, which is even more relevant in certain domains …