Congestion prediction for smart sustainable cities using IoT and machine learning approaches
Bibliographic Data
| ID | 21229385 |
|---|---|
| Authors | Sharmila Majumdar (0000-0002-0201-871X, University of Derby), Moeez M Subhani (0000-0003-2695-8009, University of Derby), Benjamin Roullier (0000-0002-5427-4483, University of Derby, corresponding author), Ashiq Anjum (0000-0002-3378-1152, University of Leicester), Rongbo Zhu (0000-0003-1620-0560, South Central Minzu University) |
| Year | 2021 |
| Volume | 64 |
| Pages | 102500 |
| Publication date | 2021-01-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Sustainable Cities and Society (JOURNAL) |
| Journal identifiers | ISSN: 2210-6707 • E-ISSN: 2210-6715 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.scs.2020.102500 |
| OpenAlex | W3087970581 |
| Language | EN |
| Citations received | 18 |
| References cited | 43 |
Computer network · Computer security · Intelligent transportation system · Sustainability · Traffic congestion · Transport engineering · Computer Science · Engineering · Traffic Prediction and Management Techniques · Transportation Planning and Optimization · Vehicle emissions and performance
Urban Traffic Identification by Comparing Machine Learning Algorithms
Interpretable deep learning for traffic prediction
Tracing the boundaries between sustainable cities and cities for sustainable development. An LDA analysis of management studies
Analysis and visualization of data obtained from camera mounted on unmanned aerial vehicle used in areas of urban transport
Accurate performance prediction of IoT communication systems for smart cities
Revealing spatiotemporal correlation of urban roads via traffic perturbation simulation
Intelligent transportation systems
Emerging IoT Applications in Sustainable Smart Cities for Covid-19
Railway network expansion reduces air pollution in Tokyo over 25 years
Towards greener smart cities and road traffic forecasting using air pollution data
Economic, environmental, social, and health benefits of urban traffic emission reduction management strategies
Inferring intercity freeway truck volume from the perspective of the potential destination city attractiveness
A comprehensive and systematic review of the IoT-based medical management systems
Low carbon technology for carbon neutrality in sustainable cities
MobiWise
Swarm intelligence-based green optimization framework for sustainable transportation
Deploying digitalisation and artificial intelligence in sustainable development research
ICT-driven urbanization and energy security risk
Long Short-Term Memory
Monitoring road traffic congestion using a macroscopic traffic model and a statistical monitoring scheme
Daily urban air quality index forecasting based on variational mode decomposition, sample entropy and LSTM neural network
The IoT for smart sustainable cities of the future
Kriging method application and traffic behavior profiles from local radar network database
Road traffic density estimation and congestion detection with a hybrid observer-based strategy
The potential impacts of different traffic management strategies on air pollution and public health for a more sustainable city
Uncertainty in traffic forecasts
| Unique citing works | 18 |
|---|---|
| Citations per year | 3.6 |
| Citation span | 2021 - 2026 (6) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 17 |