Deep learning for intelligent IoT: Opportunities, challenges and solutions

YB Zikria, MK Afzal, SW Kim, A Marin… - Computer …, 2020 - Elsevier
… on deep learning, big data technologies, and IoT security. … of deep learning, big data
technology, and IoT security is the … of deep learning, big data technology, and IoT security for …

[HTML][HTML] Intelligent waste management system using deep learning with IoT

MW Rahman, R Islam, A Hasan, NI Bithi… - Journal of King Saud …, 2022 - Elsevier
Deep learning and the Internet of things (IoT) confer an agile … system based on deep
learning and IoT. The proposed … (CNN), a popular deep learning paradigm. The scheme also …

An efficient deep learning framework for intelligent energy management in IoT networks

T Han, K Muhammad, T Hussain… - … Internet of Things …, 2020 - ieeexplore.ieee.org
IoT networks by using deep learning strategies, we propose a novel edgeintelligence-based …
1) We handle energy demand fluctuations via dependable edge intelligence-based novel …

Deep learning-based intelligent face recognition in IoT-cloud environment

M Masud, G Muhammad, H Alhumyani… - Computer …, 2020 - Elsevier
… , the Internet-of-Things (IoT) technology is being used in many application areas such as
healthcare, video surveillance, transportation etc. The massive adoption and growth of IoTdeep

Computational intelligence and deep learning for next-generation edge-enabled industrial IoT

S Tang, L Chen, K He, J Xia, L Fan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… computational intelligence and deep learning (DL) in edge-enabled industrial IoT networks.
… deploy edge intelligence in the IoT networks. Due to the decentralized nature of data in the …

Toward decentralized and collaborative deep learning inference for intelligent iot devices

Y Huang, X Qiao, S Dustdar, J Zhang, J Li - IEEE Network, 2022 - ieeexplore.ieee.org
deep learning inference system for IoT devices, which completely migrates DNN computations
from the cloud center to the IoT … that is difficult for an individual IoT device to accomplish. …

Towards precision agriculture: IoT-enabled intelligent irrigation systems using deep learning neural network

PK Kashyap, S Kumar, A Jaiswal, M Prasad… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
… Due to the limited learning ability of these models, they are not well suited to unpredictable
… a deep learning neural network-based Internet of Things (IoT)-enabled intelligent irrigation …

Intelligent detection of iot botnets using machine learning and deep learning

J Kim, M Shim, S Hong, Y Shin, E Choi - Applied Sciences, 2020 - mdpi.com
… In particular, we used deep learning and machine learning algorithms to detect such … of IoT
security threats and deep learning studies used in IoT security in Section 2. We design an IoT

A review on deep learning techniques for IoT data

K Lakshmanna, R Kaluri, N Gundluru, ZS Alzamil… - Electronics, 2022 - mdpi.com
… has been used in a variety of projects involving IoT and mobile … , deep learning may deliver
cutting-edge solutions for IoT intrusion … intelligence and application capabilities through Deep

Using deep learning approach and IoT architecture to build the intelligent music recommendation system

X Wen - Soft Computing, 2021 - Springer
deep learning algorithms are combined with IoT technologies to explore and investigate the
intelligent … of deep learning methods and IoT technologies in the development and design of …