Disaster management in smart cities by forecasting traffic plan using deep learning and GPUs

M Aqib, R Mehmood, A Albeshri, A Alzahrani - … and Applications: First …, 2018 - Springer
The importance of disaster management is evident by the increasing number of natural and
manmade disasters such as Irma and Manchester attacks. The estimated cost of the recent …

[引用][C] Smarter traffic prediction using big data, in-memory computing, deep learning and GPUs

M Aqib, R Mehmood, A Alzahrani, I Katib, A Albeshri… - Sensors, 2019 - MDPI

Internet of Things and data mining: From applications to techniques and systems

MM Gaber, A Aneiba, S Basurra, O Batty… - … : Data Mining and …, 2019 - Wiley Online Library
The Internet of Things (IoT) is the result of the convergence of sensing, computing, and
networking technologies, allowing devices of varying sizes and computational capabilities …

Automatic event detection in smart cities using big data analytics

S Suma, R Mehmood, A Albeshri - … , Saudi Arabia, November 27–29, 2017 …, 2018 - Springer
Big data technologies enable smart city systems in sensing the city at micro-levels, making
intelligent decisions, and taking appropriate actions, all within stringent time bounds. Social …

Big data tools, technologies, and applications: A survey

Y Arfat, S Usman, R Mehmood, I Katib - Smart Infrastructure and …, 2020 - Springer
The outburst of data produced over the last few years in various fields has demanded new
processing techniques, novel big data–processing architectures, and intelligent algorithms …

[HTML][HTML] The Use of Artificial Intelligence in the Assessment of User Routes in Shared Mobility Systems in Smart Cities

A Kubik - Smart Cities, 2023 - mdpi.com
The use of artificial intelligence in solutions used in smart cities is becoming more and more
popular. An example of the use of machine learning is the improvement of the management …

Sustainability based perspective on the utilization efficiency of urban infrastructure---A China study

Y Chen, L Shen, Y Zhang, H Li, Y Ren - Habitat International, 2019 - Elsevier
The development of urban infrastructures has been playing a key role in the urbanization
process in China over last several decades. Great scale of urban infrastructures has been …

Hybrid statistical and machine learning methods for road traffic prediction: A review and tutorial

B Alsolami, R Mehmood, A Albeshri - Smart Infrastructure and Applications …, 2020 - Springer
Mobility is one of the major dimensions of smart city design and development.
Transportation analysis and prediction play important parts in mobility research and …

TAAWUN: A decision fusion and feature specific road detection approach for connected autonomous vehicles

F Alam, R Mehmood, I Katib, SM Altowaijri… - Mobile Networks and …, 2023 - Springer
Road transportation is among the global grand challenges affecting human lives, health,
society, and economy, caused due to road accidents, traffic congestion, and other …

A smart disaster management system for future cities using deep learning, GPUs, and in-memory computing

M Aqib, R Mehmood, A Alzahrani, I Katib - Smart infrastructure and …, 2020 - Springer
Natural and manmade disasters have increased significantly over the past few decades.
These include, among many others, the recent floods in Japan (June/July 2018) and …
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