Applications of artificial intelligence and machine learning in smart cities

Z Ullah, F Al-Turjman, L Mostarda… - Computer Communications, 2020 - Elsevier
machine learning (ML), and deep reinforcement learning (DRL) in the evolution of smart
cities… used to design optimal policy regarding various smart city-oriented complex problems. In …

IoT for smart cities: Machine learning approaches in smart healthcare—A review

TM Ghazal, MK Hasan, MT Alshurideh, HM Alzoubi… - Future Internet, 2021 - mdpi.com
… IoT, smart healthcare, smart cities, machine learning and their … in IoT-based smart cities and
healthcare is explained. In Section … of machine learning in conjunction with the IoT and smart

Enabling cognitive smart cities using big data and machine learning: Approaches and challenges

M Mohammadi, A Al-Fuqaha - IEEE Communications Magazine, 2018 - ieeexplore.ieee.org
smart cities to address this challenge. We also propose a three-level learning framework for
smart cities that matches the hierarchical nature of big data generated by smart cities with a …

Machine learning in the Internet of Things: Designed techniques for smart cities

IU Din, M Guizani, JJPC Rodrigues, S Hassan… - Future Generation …, 2019 - Elsevier
Machine learning techniques are being utilized in several fields such as healthcare, smart
In this paper, we study different IoT-based machine learning mechanisms that are used in the …

Machine learning in wireless sensor networks for smart cities: a survey

H Sharma, A Haque, F Blaabjerg - Electronics, 2021 - mdpi.com
… waste management, smart governance, smart environment monitoring, etc. Now, we will
map each problem of smart cities with the solution provided by machine learning algorithms in …

When smart cities get smarter via machine learning: An in-depth literature review

SS Band, S Ardabili, M Sookhak… - IEEE …, 2022 - ieeexplore.ieee.org
… The lack of a specific definition of what makes a smart city smart [2] led to many cities around
the world tagging themselves smart [3]. In this paper, we define the smart city as a city that …

An overview of the machine learning applied in smart cities

RP França, ACB Monteiro, R Arthur, Y Iano - Smart cities: A data analytics …, 2021 - Springer
… (service robots) and machine learning are essential to … smart cities [10]. In light of the above,
this chapter outline to afford an updated overview of Machine Learning towards Smart Cities, …

Data mining and machine learning to promote smart cities: A systematic review from 2000 to 2018

JT Souza, AC Francisco, CM Piekarski, GF Prado - Sustainability, 2019 - mdpi.com
… (DM) and machine learning (ML) approaches adopted in the promotion of smart cities. The
… the areas that are most engaged in promoting smart cities. Predictive analytics was the most …

Comparative analysis of machine learning techniques for predicting air quality in smart cities

S Ameer, MA Shah, A Khan, H Song, C Maple… - IEEE …, 2019 - ieeexplore.ieee.org
… a smart city environment. Real-time monitoring of pollution data enables the metropolitans
to analyze the current traffic situation of the city … has used different machine learning tools for …

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
… in smart cities has been enhanced by the applications of deep learning (DL) and machine
learning (… variables coming from IoT-based cognitive cities. Therefore, this chapter reviews the …