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

MS Mahdavinejad, M Rezvan, M Barekatain… - Digital Communications …, 2018 - Elsevier
data in order to extract higher level information. The potential and challenges of machine
learning for IoT data analytics … smart city traffic data is presented for a more detailed exploration. …

Big data analysis of internet of things system

Z Lv, AK Singh - ACM Transactions on Internet Technology, 2021 - dl.acm.org
The study aims at exploring the Internet of things (IoT) system from the perspective of data
and further improving the performance of the IoT system. The IoT data energy collection and …

The internet of things: Opportunities and challenges for distributed data analysis

M Stolpe - Acm Sigkdd Explorations Newsletter, 2016 - dl.acm.org
… advanced automated data analysis methods known today. … analysis methods. Many existing
surveys have strongly focused on the centralization of data in the cloud and big data analysis

The role of big data analytics in Internet of Things

E Ahmed, I Yaqoob, IAT Hashem, I Khan, AIA Ahmed… - Computer Networks, 2017 - Elsevier
… opportunities for flourishing big data and analytics for IoT systems. In this … data analytics for
IoT systems as well as the key requirements for managing big data and for enabling analytics

Internet of things and big data analytics for smart and connected communities

Y Sun, H Song, AJ Jara, R Bie - IEEE access, 2016 - ieeexplore.ieee.org
… that internet of things has the potential to provide a ubiquitous network of connected devices
and smart sensors for SCC, and big data analytics … of IoT and big data analytics in SCC, and …

Data mining for the internet of things: literature review and challenges

F Chen, P Deng, J Wan, D Zhang… - International …, 2015 - journals.sagepub.com
… Association rule mining [74] focuses on the market basket analysis or transaction data
analysis, and it targets discovery of rules showing attribute-value associations that occur …

An overview of Internet of Things (IoT) and data analytics in agriculture: Benefits and challenges

O Elijah, TA Rahman, I Orikumhi… - … Internet of things …, 2018 - ieeexplore.ieee.org
… The world is turning to the use of IoT combined with data analytics (DA) to meet the world’s …
: A survey on issues and enabling technologies,” IEEE Internet Things J., vol. 4, no. 1, pp. …

Analytics for the internet of things: A survey

E Siow, T Tiropanis, W Hall - ACM computing surveys (CSUR), 2018 - dl.acm.org
… for the IoT involve analytics. Data analytics is the process of deriving knowledge from data, …
This article reviews work in the IoT and big data analytics from the perspective of their utility in …

Big data for internet of things: a survey

M Ge, H Bangui, B Buhnova - Future generation computer systems, 2018 - Elsevier
… quality of the IoT data analytics is directly related to the quality of Big IoT Data, which is often
… devices, we suggest that the data analytics in IoT should be based on high-quality data. Big …

[图书][B] Internet of things and big data analytics toward next-generation intelligence

N Dey, AE Hassanien, C Bhatt, A Ashour… - 2018 - Springer
… The use of big data analytics has grown tremendously in the past few years directing to next
… for big data analytics and smart systems. At the same time, the Internet of Things (IoT) has …