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
algorithmic models. In this paper, we are going to highlight the most fundamental concepts of
ML categories and Algorithms. We … , a new taxonomy of ML algorithms is provided. We also …

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

MS Mahdavinejad, M Rezvan, M Barekatain… - Digital Communications …, 2018 - Elsevier
learning algorithms, we would be able to choose the best machine learning algorithm that
… Unlike similar surveys regarding machine learning and IoT, readers of this article would be …

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
… [17] analyzed the deep learning algorithm on wearable IoT devices to process … Learning-based
privacy-aware offloading for healthcare IoT with energy harvesting,” IEEE Internet Things

An empirical comparison of supervised machine learning algorithms for internet of things data

V Khadse, PN Mahalle… - 2018 fourth international …, 2018 - ieeexplore.ieee.org
… the performance of the traditional machine learning algorithms on the IoT datasets. To this …
five well-known machine learning algorithms on real IoT datasets. The algorithms are NB [32][…

[HTML][HTML] Machine learning algorithms for smart data analysis in internet of things environment: taxonomies and research trends

MH Alsharif, AH Kelechi, K Yahya, SA Chaudhry - Symmetry, 2020 - mdpi.com
… In the literature, the learning algorithm is often referred to as a training set or training model.
Thus, learning algorithms are technically grouped into three main categories of learning (…

Deep-learning-enabled security issues in the internet of things

Z Lv, L Qiao, J Li, H Song - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… When compared with other deep learning algorithms of the same type, … deep learning
algorithms. In conclusion, when deep … under data physical fusion technology,” IEEE Internet

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
… level statistics and used them as features to train machine learning algorithms. The ground
truth is obtained by manually … How to choose machine learning algorithms is also heuristic. …

Machine learning and deep learning algorithms on the Industrial Internet of Things (IIoT)

P Ambika - Advances in computers, 2020 - Elsevier
… Machine learning and deep learning algorithms on IIoT will … Mostly it is referred as an outcome
of internet of things (IoT) … various machine learning and deep learning algorithms and their …

Intrusion Detection System to Advance Internet of Things Infrastructure‐Based Deep Learning Algorithms

H Alkahtani, THH Aldhyani - Complexity, 2021 - Wiley Online Library
… models, namely, CNN, LSTM, and combined CNN-LSTM algorithms. We have significantly
expanded the framework to integrate a deep learning algorithm to familiarize it with changing …

Medical Internet of things using machine learning algorithms for lung cancer detection

K Pradhan, P Chawla - Journal of Management Analytics, 2020 - Taylor & Francis
… This paper empirically evaluates the several machine learning algorithmslearning
algorithms, has been done. The analysis mainly focuses on various machine learning algorithms