Federated learning-based ultra-short term load forecasting in power internet of things

JB Li, YQ Ren, SW Fang, KC Li… - … on energy internet (ICEI), 2020 - ieeexplore.ieee.org
… paper proposes an ultra-short term load forecasting method for the power Internet of Things
based on federated learning (FLS). The ultra-short term load forecasting method based on …

Optimal management of parking lots as a big data for electric vehicles using internet of things and LongShort term Memory

X Ding, Q Gan, MP Shaker - Energy, 2023 - Elsevier
long-term dependencies in the sequence. It is considered as a major problem because
checking data that have long time … It means that the long short-term memory of this model is a …

On searching the internet of things: Requirements and challenges

P Barnaghi, A Sheth - IEEE Intelligent Systems, 2016 - ieeexplore.ieee.org
… of real-world objects into the fabric of the current Internet and the Web. In the near future,
IoTs … , and interactions with other things and resources on the Internet. Figure 2 shows an IoT …

Bridging e-health and the internet of things: The sphere project

N Zhu, T Diethe, M Camplani, L Tao… - IEEE Intelligent …, 2015 - ieeexplore.ieee.org
… They help characterize users’ everyday activities by providing long-term sensing data that,
in … integrate these various sensing modalities into an Internet of Things (IoT) solution for AAL. …

Security of the Internet of Things: perspectives and challenges

Q Jing, AV Vasilakos, J Wan, J Lu, D Qiu - Wireless networks, 2014 - Springer
… And sensor networks are often deployed in open environment, and after deployment, it
will not be concerned during long period of time. So they may receive physical attacks. In the …

Botnet detection in the internet of things using deep learning approaches

CD McDermott, F Majdani… - 2018 international joint …, 2018 - ieeexplore.ieee.org
… a long period is … Long Short Term Memory (LSTM) network have been proven effective in
recognizing the different sequences of states that change over time, bridging thereby long time

Appling an Improved Method Based on ARIMA Model to Predict the ShortTerm Electricity Consumption Transmitted by the Internet of Things (IoT)

N Guo, W Chen, M Wang, Z Tian… - … and Mobile Computing, 2021 - Wiley Online Library
The rapid development of the Internet of Things (IoT) has brought a data explosion and a new
set of challenges. It has been an emergency to construct a more robust and precise model …

Survey of internet of things technologies for clinical environments

P López, D Fernández, AJ Jara… - 2013 27th International …, 2013 - ieeexplore.ieee.org
… The continuous sensors are synchronous sensors that usually send a large amount of
information in a short time, and must be received in real time. Figure 3 presents an example of …

The Internet of Things: Why now, and what's next?

P Corcoran - IEEE consumer electronics magazine, 2015 - ieeexplore.ieee.org
… In this article, I address that question, examine the origins of the Internet of Things (IoT), and
look forward to the next wave of disruptive technologies that will be coming to a device near

[PDF][PDF] A Study on Internet of Things

N Aggarwal, R Dutta - TIPSCON 2020, 2016 - researchgate.net
… innovation, edifying world as Internet of Things (IoT). Web of things is such a predefined and
… play out some undertaking while at the same time speaking with some different articles. The …