A survey of data fusion in smart city applications

BPL Lau, SH Marakkalage, Y Zhou, NU Hassan… - Information …, 2019 - Elsevier
The advancement of various research sectors such as Internet of Things (IoT), Machine
Learning, Data Mining, Big Data, and Communication Technology has shed some light in …

City data fusion: Sensor data fusion in the internet of things

M Wang, C Perera, PP Jayaraman, M Zhang… - International Journal of …, 2016 - igi-global.com
Abstract Internet of Things (IoT) has gained substantial attention recently and play a
significant role in smart city application deployments. A number of such smart city …

Data fusion and IoT for smart ubiquitous environments: A survey

F Alam, R Mehmood, I Katib, NN Albogami… - Ieee …, 2017 - ieeexplore.ieee.org
The Internet of Things (IoT) is set to become one of the key technological developments of
our times provided we are able to realize its full potential. The number of objects connected …

Urban big data fusion based on deep learning: An overview

J Liu, T Li, P Xie, S Du, F Teng, X Yang - Information Fusion, 2020 - Elsevier
Urban big data fusion creates huge values for urban computing in solving urban problems.
In recent years, various models and algorithms based on deep learning have been …

A roadmap towards energy‐efficient data fusion methods in the Internet of Things

B Pourghebleh, N Hekmati… - Concurrency and …, 2022 - Wiley Online Library
Nowadays, with the rapid progress of Internet‐based and distributed systems such as cloud
computing, peer‐to‐peer networking, and Internet of Things (IoT), significant improvements …

A survey on machine learning for data fusion

T Meng, X Jing, Z Yan, W Pedrycz - Information Fusion, 2020 - Elsevier
Data fusion is a prevalent way to deal with imperfect raw data for capturing reliable, valuable
and accurate information. Comparing with a range of classical probabilistic data fusion …

[HTML][HTML] Hierarchical data fusion for smart healthcare

R Dautov, S Distefano, R Buyya - Journal of Big Data, 2019 - Springer
Abstract The Internet of Things (IoT) facilitates creation of smart spaces by converting
existing environments into sensor-rich data-centric cyber-physical systems with an …

A novel big data analytics framework for smart cities

AMS Osman - Future Generation Computer Systems, 2019 - Elsevier
The emergence of smart cities aims at mitigating the challenges raised due to the
continuous urbanization development and increasing population density in cities. To face …

A survey on data fusion in internet of things: Towards secure and privacy-preserving fusion

W Ding, X Jing, Z Yan, LT Yang - Information Fusion, 2019 - Elsevier
Abstract Internet of Things (IoT) aims to create a world that enables the interconnection and
integration of things in physical world and cyber space. With the involvement of a great …

Multi-source heterogeneous data fusion

L Zhang, Y Xie, L Xidao, X Zhang - … International conference on …, 2018 - ieeexplore.ieee.org
As the exponential growth of data in internet era, there comes the big data era. Big data
fusion creates huge values that makes it a research hotspot. However, in big data era, data …