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 …

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 approaches for smart city applications: Emergence, challenges and opportunities

S Mehta, B Bhushan, R Kumar - … in internet of things and machine learning …, 2022 - Springer
… of Machine Learning (ML) algorithms and explores the role of ML, Deep Reinforcement …
smart cities and enumerates the major driving forces for the adoption of smart city concepts. …

Understanding and personalising smart city services using machine learning, The Internet-of-Things and Big Data

J Chin, V Callaghan, I Lam - 2017 IEEE 26th international …, 2017 - ieeexplore.ieee.org
… development of personalised services in Smart Cities. We do this by … Smart City applications
that may benefit from our work Keywords—classification; personalisation; machine learning

Intelligent edge computing based on machine learning for smart city

Z Lv, D Chen, R Lou, Q Wang - Future Generation Computer Systems, 2021 - Elsevier
… At present, some scholars predict that machine learning has a good effect on improving
MEC, but there is no corresponding performance test. In this research, machine learning is used …

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

[PDF][PDF] Machine learning applications to smart city

BN Mohapatra, PP Panda - ACCENTS Transactions on Image …, 2019 - academia.edu
… generated by different smart devices and smart city applications machine learning approach
is … key contribution of this paper is a machine learning application survey towards smart city. …

Cyberattacks detection in iot-based smart city applications using machine learning techniques

MM Rashid, J Kamruzzaman, MM Hassan… - International Journal of …, 2020 - mdpi.com
Machine learning techniques can detect attacks during runtime and take less processing …
a machine learning-based attack and anomaly detection technique in IoT-based smart city

Ad-iot: Anomaly detection of iot cyberattacks in smart city using machine learning

I Alrashdi, A Alqazzaz, E Aloufi… - 2019 IEEE 9th …, 2019 - ieeexplore.ieee.org
… traffic of a smart city via loT … in a smart city, we propose an Anomaly Detection loT (AD-IoT)
system, which is an intelligent anomaly detection based on Random Forest machine learning

[HTML][HTML] 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 …