Federated learning in smart city sensing: Challenges and opportunities

JC Jiang, B Kantarci, S Oktug, T Soyata - Sensors, 2020 - mdpi.com
Smart Cities sensing is an emerging paradigm to facilitate the transition into smart city
services. The advent of the Internet of Things (IoT) and the widespread use of mobile …

Fog computing approaches in IoT-enabled smart cities

M Songhorabadi, M Rahimi… - Journal of Network and …, 2023 - Elsevier
These days, the development of smart cities, specifically in location-aware, latency-sensitive,
and security-crucial applications (such as emergency fire events, patient health monitoring …

Review of urban computing in air quality management as smart city service: An integrated IoT, AI, and cloud technology perspective

A Kaginalkar, S Kumar, P Gargava, D Niyogi - Urban Climate, 2021 - Elsevier
Cities foster economic growth. However, growing cities also contribute to air pollution and
climate change. The paper provides a perspective regarding the opportunity available in …

Security and privacy issues in smart cities/industries: technologies, applications, and challenges

PM Rao, BD Deebak - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
The development of the Internet of things (IoT) is rapidly growing everywhere in our daily
lives. Advanced information and communication technologies play a vital role in the …

Machine learning approaches for sustainable cities using internet of things

TM Ghazal, MK Hasan, M Ahmad, HM Alzoubi… - The Effect of Information …, 2023 - Springer
As these tech-based cities continue to emerge, so do the experts dive deeper into the
research on the various Internet of Things methods, and the most plausible machine …

Barriers to artificial intelligence adoption in smart cities: A systematic literature review and research agenda

AB Rjab, S Mellouli, J Corbett - Government Information Quarterly, 2023 - Elsevier
Artificial intelligence (AI) plays a prominent role in smart cities' development and offers
benefits to different services such as finance, healthcare, security, agriculture, transport …

IoT-enabled smart cities: Evolution and outlook

M Bauer, L Sanchez, JS Song - Sensors, 2021 - mdpi.com
For the last decade the Smart City concept has been under development, fostered by the
growing urbanization of the world's population and the need to handle the challenges that …

Research roadmap of service ecosystems: A crowd intelligence perspective

X Xue, G Li, D Zhou, Y Zhang, L Zhang… - … Journal of Crowd …, 2022 - ieeexplore.ieee.org
With the mutual interaction and dependence of several intelligent services, a crowd
intelligence service network has been formed, and a service ecosystem has gradually …

Concept drift adaptation techniques in distributed environment for real-world data streams

H Mehmood, P Kostakos, M Cortes… - Smart Cities, 2021 - mdpi.com
Real-world data streams pose a unique challenge to the implementation of machine
learning (ML) models and data analysis. A notable problem that has been introduced by the …

Smart city ontologies and their applications: A systematic literature review

A De Nicola, ML Villani - Sustainability, 2021 - mdpi.com
The increasing interconnections of city services, the explosion of available urban data, and
the need for multidisciplinary analysis and decision making for city sustainability require new …