A review on deep learning for future smart cities

S Bhattacharya, SRK Somayaji… - Internet Technology …, 2022 - Wiley Online Library
… of Deep Learning on several aspects of smart city like smart urban modeling, intelligent
infrastructures, smart transpotation, smart governance, sustainabilty, smart education, smart

Deep learning application in smart cities: recent development, taxonomy, challenges and research prospects

AN Muhammad, AM Aseere, H Chiroma… - Neural computing and …, 2021 - Springer
deep learning in solving problems in smart cities, no survey has been dedicated mainly on
the application of deep learning in smart cities … applications of deep learning in smart cities. In …

Machine learning and deep learning algorithms for smart cities: a start-of-the-art review

ID Oladipo, M AbdulRaheem, JB Awotunde… - … IoE driven smart cities, 2021 - Springer
Deep learning will thus remain important in the age of technological … smart city’s deep
learning penetration and impressive accomplishments, other facets of deep learning in smart cities

A deep learning model for air quality prediction in smart cities

İ Kök, MU Şimşek, S Özdemir - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
deep learning methods for prediction of IoT data. Hence, in this paper, a novel deep learning
model is proposed for analyzing IoT smart city … of air quality in a smart city. The evaluation …

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
… IoT applications for a smart city using DL are reviewed, summarized… smart city applications
in order to provide an understandable image about the main concepts of IoT and DL smart city

Cyber security in smart cities: a review of deep learning-based applications and case studies

D Chen, P Wawrzynski, Z Lv - Sustainable Cities and Society, 2021 - Elsevier
learning methods is essential to protect smart city cyber. This … of Smart Cities (SC), Cyber
Security (CS), and Deep Learning (DL) … in smart cities. Specifically, we briefly reviewed several …

[HTML][HTML] A deep learning architecture for power management in smart cities

Q Xin, M Alazab, VG Díaz, CE Montenegro-Marin… - Energy Reports, 2022 - Elsevier
… The smart resource management deep learning model proposed in this research includes
the … In this article, a deep learning architecture for power management (DLA-PM) is described. …

Using a distributed deep learning algorithm for analyzing big data in smart cities

MA Naoui, B Lejdel, M Ayad, A Amamra… - Smart and Sustainable …, 2021 - emerald.com
… describe the distributed deep learning for smart cities in big data … Smart city layer, big data
layer, and deep learning layer. The Smart city layer responsible for the question of Smart city

State of the art survey of deep learning and machine learning models for smart cities and urban sustainability

S Nosratabadi, A Mosavi, R Keivani, S Ardabili… - … conference on global …, 2019 - Springer
… in the advancement of learning algorithms for smart cities. The trend in smart cities have
shown to … , ensemble and deep learning models, as also shown in [80,81,82,83,84,85,86,87,88]. …

A survey on an emerging area: Deep learning for smart city data

Q Chen, W Wang, F Wu, S De, R Wang… - … on Emerging Topics …, 2019 - ieeexplore.ieee.org
… , and then we discuss in detail how different deep learning models are applied in smart
city data analytics. We focus on the four most widely used deep neural network models: …