Machine Learning and Internet of Things for Smart Living: A Comprehensive Review and Analysis

2021 ◽  
pp. 155-177
Author(s):  
M. S. Rashmi Bandara ◽  
Malka N. Halgamuge ◽  
Gonçalo Marques
Keyword(s):  
Machine Learning ◽  
Internet Of Things ◽  
Comprehensive Review ◽  
Smart Living

Detecting Abnormal Behavior of an IoT Device in the Network Based on a Traffic Model

Telecom IT ◽  
2019 ◽  
Vol 7 (3) ◽  
pp. 50-55
Author(s):  
D. Saharov ◽  
D. Kozlov
Keyword(s):  
Machine Learning ◽  
Internet Of Things ◽  
Mobile Networks ◽  
Learning Algorithms ◽  
Machine Learning Algorithms ◽  
Abnormal Behavior ◽  
Traffic Model ◽  
The Internet ◽  
Wide Spread ◽  
The Internet Of Things

The article deals with the СoAP Protocol that regulates the transmission and reception of information traf-fic by terminal devices in IoT networks. The article describes a model for detecting abnormal traffic in 5G/IoT networks using machine learning algorithms, as well as the main methods for solving this prob-lem. The relevance of the article is due to the wide spread of the Internet of things and the upcoming update of mobile networks to the 5g generation.

Data Science in Economics: Comprehensive Review of Advanced Machine Learning and Deep Learning Methods

2020 ◽  
Author(s):  
Saeed Nosratabadi ◽  
Amir Mosavi ◽  
Puhong Duan ◽  
Pedram Ghamisi ◽  
Filip Ferdinand ◽  
...  
Keyword(s):  
Machine Learning ◽  
Deep Learning ◽  
Data Science ◽  
Learning Methods ◽  
Comprehensive Review

Machine Learning Based Activity Learning for Behavioral Contexts in Internet of Things (IoT)

2020 ◽  
Vol 46 (8) ◽  
pp. 626-635
Author(s):  
Muhammad Safyan ◽  
Sohail Sarwar ◽  
Zia Ul Qayyum ◽  
Muddasar Iqbal ◽  
Shancang Li ◽  
...  
Keyword(s):  
Machine Learning ◽  
Internet Of Things
Sign in / Sign up

Export Citation Format

Share Document