[HTML][HTML] Machine learning for Internet of Things data analysis: A survey

MS Mahdavinejad, M Rezvan, M Barekatain… - Digital Communications …, 2018 - Elsevier
… This article assesses the various machine learning methods … of a taxonomy of machine
learning algorithms explaining how … The potential and challenges of machine learning for IoT …

A survey on application of machine learning for Internet of Things

L Cui, S Yang, F Chen, Z Ming, N Lu, J Qin - … Journal of Machine Learning …, 2018 - Springer
… an overview of the application of machine learning in the domain of IoT. … machine learning
techniques for IoT and describe various IoT applications. The application of machine learning

From cloud down to things: An overview of machine learning in internet of things

F Samie, L Bauer, J Henkel - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
With the numerous Internet of Things (IoT) devices, the cloud-centric data … Machine
learning (ML) the key means for information inference, should extend to the cloud-to-things

A survey on machine learning in Internet of Things: Algorithms, strategies, and applications

S Messaoud, A Bradai, SHR Bukhari, PTA Quang… - Internet of Things, 2020 - Elsevier
… It is therefore very difficult to give taxonomy of machine learning … of machine learning
techniques [83]: Supervised Learning [84], Unsupervised Learning [85], Semi-supervised Learning […

Machine learning for security and the internet of things: the good, the bad, and the ugly

F Liang, WG Hatcher, W Liao, W Gao, W Yu - Ieee Access, 2019 - ieeexplore.ieee.org
… of machine learning as malicious uses of machine learning for … all machine learning systems,
as well as machine learningInternet of Things,’’ IEEE Internet Things J., vol. 5, no. 4, pp. …

Machine learning for internet of things

R Kashyap - … Anthology on Artificial Intelligence Applications in …, 2021 - igi-global.com
… This chapter evaluates the distinctive machine learning techniques that deal with the …
chapter machine learning for IoT, categorization of machine learning, model-based learning

Edge machine learning: Enabling smart internet of things applications

MT Yazici, S Basurra, MM Gaber - Big data and cognitive computing, 2018 - mdpi.com
machine learning for Internet of Things (IoT) devices. Implementing machine learning
taken to understand the feasibility of running machine learning algorithms, both training and …

Machine learning for wireless communications in the Internet of Things: A comprehensive survey

J Jagannath, N Polosky, A Jagannath, F Restuccia… - Ad Hoc Networks, 2019 - Elsevier
… of machine learning techniques. Then, by adopting a bottom-up approach, we examine existing
work on machine learning … of the application of machine learning in IoT beyond wireless …

Machine learning for the detection and identification of Internet of Things devices: A survey

Y Liu, J Wang, J Li, S Niu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… In this paper, we provide a comprehensive survey on machine learning technologies for
the identification of IoT devices along with the detection of compromised or falsified ones from …

Machine learning in the Internet of Things: Designed techniques for smart cities

IU Din, M Guizani, JJPC Rodrigues, S Hassan… - Future Generation …, 2019 - Elsevier
Machine learning techniques are anticipated to provide pervasive connections for wireless
nodes. In fact, machine learning paves the way for the Internet of Things (… Machine learning