Deep learning for Internet of Things data analytics

TJ Saleem, MA Chishti - Procedia computer science, 2019 - Elsevier
… the flair of Deep Learning for analyzing data generated from … Deep Learning architectures,
their role in IoT data analytics … have leveraged deep learning models for IoT data analytics. …

WearableDL: Wearable Internet‐of‐Things and Deep Learning for Big Data Analytics—Concept, Literature, and Future

AR Dargazany, P Stegagno… - Mobile Information …, 2018 - Wiley Online Library
… This work introduces Wearable deep learning (WearableDL) … the convergence of deep learning
(DL), Internet-of-things (IoT), … , represents deep learning for cloud computing and big data

Edge-cloud computing for Internet of Things data analytics: Embedding intelligence in the edge with deep learning

AM Ghosh, K Grolinger - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
data analytics. The main contributions are the reduction of network traffic and latencies for
machine learning … and the evaluation of the degree of data reduction that can be achieved on …

Deep learning in big data analytics: a comparative study

B Jan, H Farman, M Khan, M Imran, IU Islam… - Computers & Electrical …, 2019 - Elsevier
… in many fields such as medicine, Internet of Things (IoT), search engines and much … deep
learning techniques used for big data analytics. Moreover, a detailed classification of big data

Deep learning for IoT big data and streaming analytics: A survey

M Mohammadi, A Al-Fuqaha, S Sorour… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
… the Internet of Things (IoT) is to transform traditional objects to … literature that have addressed
machine learning for IoT, we … domain both for big data and streaming data analytics. • We …

Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions

SB Atitallah, M Driss, W Boulila, HB Ghézala - Computer Science Review, 2020 - Elsevier
… This technology gives physical objects the ability to mimic human characteristics such … These
abilities transform simple objects into intelligent devices that can operate in real-time, adjust …

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

MS Mahdavinejad, M Rezvan, M Barekatain… - Digital Communications …, 2018 - Elsevier
… Intelligent processing and analysis of this big data are the key to developing smart IoT …
the various machine learning methods that deal with the challenges presented by IoT data by …

[HTML][HTML] Deep learning applications and challenges in big data analytics

MM Najafabadi, F Villanustre, TM Khoshgoftaar… - … of big data, 2015 - Springer
… can be improved to reflect certain challenges associated with Big Data Analytics. With … of
Deep Learning for specific Big Data Analytics, including learning from massive volumes of data, …

Big data and internet of things for smart data analytics using machine learning techniques

J Betty Jane, EN Ganesh - … Computer Networks, Big Data and IoT (ICCBI …, 2020 - Springer
… In this paper, we discuss about the smarter big data analysis with the use case of smart … on
the machine learning techniques and how the deep learning helps in analysis of data and for …

Big data analysis of the internet of things in the digital twins of smart city based on deep learning

X Li, H Liu, W Wang, Y Zheng, H Lv, Z Lv - Future Generation Computer …, 2022 - Elsevier
… conduct big data analysis (BDA) on the massive data generated in the smart city Internet
of things (… of fine governance and efficient and safe data processing. Aiming at the multi-source …