Evaluating Machine Learning Classifiers for Prediction in an IoT-based Smart Building System

F Rocha, E Cavalcante, T Batista… - 2021 IEEE 7th World …, 2021 - ieeexplore.ieee.org
The integration of Machine Learning (ML) with the Internet of Things (IoT) allows effectively
analyzing the huge amount of gathered data, thus making them more meaningful and …

Internet of Things (IoT) in buildings: a learning factory

IM Ruiz - engrxiv.org
Advances towards smart ecosystems showcase Internet of Things (IoT) as a transversal
strategy to improve energy efficiency in buildings, enhance their comfort and environmental …

[PDF][PDF] Energy prediction in IoT systems using machine learning models

S Balaji, S Karthik - Comput, Mater Contin, 2023 - cdn.techscience.cn
The Internet of Things (IoT) technology has been developed for directing and maintaining
the atmosphere in smart buildings in real time. In order to optimise the power generation …

Prediction of thermal energy inside smart homes using IoT and classifier ensemble techniques

H Xu, Y He, X Sun, J He, Q Xu - Computer Communications, 2020 - Elsevier
Abstract Development of models based on the Internet of Things (IoT) for household
framework leads to the establishment of smart appliances more and more for improving the …

IoT Based Smart Home: A Machine Learning Approach

MKI Shafi, MR Sultan, SMM Rahman… - … on Computer and …, 2021 - ieeexplore.ieee.org
Smart home is slowly but steadily becoming a part of our daily life in today's world. IoT
provides another dimension to it, and this should not be surprising that there are more IoT …

Internet of things learning: a practical case for smart building automation

O Debauche, S Mahmoudi… - 2020 5th International …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) is becoming more and more present in our daily lives and affects
all areas of activity. More and more devices capable of interacting with each other are being …

Reliable Integration of Neural Network and Internet of Things for Forecasting, Controlling, and Monitoring of Experimental Building Management System

MESM Essa, AM El-shafeey, AH Omar, AE Fathi… - Sustainability, 2023 - mdpi.com
In this paper, Internet of Things (IoT) and artificial intelligence (AI) are employed to solve the
issue of energy consumption in a case study of an education laboratory. IoT enables …

A Framework for the Emerging Smart Infrastructure in the IoT Era

SA Ali, F Al-Turjman - … on Artificial Intelligence of Things (ICAIoT …, 2021 - ieeexplore.ieee.org
People are becoming more interested in utilizing the Internet to manage and monitor many
devices due to the rapid growth of internet technology and intelligent embedded systems …

Machine Learning and the Internet Of Things for Smart Buildings: A state of the art survey

E Khaoula, B Amine, B Mostafa - 2022 2nd International …, 2022 - ieeexplore.ieee.org
As we are living in the era of the internet of things and machine learning technologies, it
becomes a necessity to make our buildings smarter. A smart building is any structure that …

Internet of Things (IoT) in Buildings: A Learning Factory

E Cano-Suñén, I Martínez, Á Fernández, B Zalba… - Sustainability, 2023 - mdpi.com
Advances towards smart ecosystems showcase Internet of Things (IoT) as a transversal
strategy to improve energy efficiency in buildings, enhance their comfort and environmental …