Prediction and analysis of train arrival delay based on XGBoost and Bayesian optimization
R Shi, X Xu, J Li, Y Li - Applied Soft Computing, 2021 - Elsevier
Accurate train arrival delay prediction is critical for real-time train dispatching and for the
improvement of the transportation service. This study proposes a data-driven method that …
improvement of the transportation service. This study proposes a data-driven method that …
Artificial intelligence based ensemble model for prediction of vehicular traffic noise
Vehicular traffic noise is the main source of noise pollution in major cities around the globe.
A reliable and accurate method for the estimation of vehicular traffic noise is therefore …
A reliable and accurate method for the estimation of vehicular traffic noise is therefore …
Modelling of traffic noise in the vicinity of urban road intersections
Traffic noise is continuously rising alongside roadways, especially at intersections, due to
rapid urbanization, eventually affecting acoustical climate and quality of life. This present …
rapid urbanization, eventually affecting acoustical climate and quality of life. This present …
A study on the assessment of traffic noise induced annoyance and awareness levels about the potential health effects among residents living around a noise-sensitive …
The present cross-sectional study aimed to evaluate the risk factors for traffic noise–induced
annoyance and also assess the awareness levels among the exposed population …
annoyance and also assess the awareness levels among the exposed population …
Sustainable hub location under mixed uncertainty
M Mohammadi, SA Torabi… - … Research Part E …, 2014 - Elsevier
This paper addresses a novel sustainable hub location problem (SHLP) in which two new
environmental-based cost functions accounting for air and noise pollution of vehicles are …
environmental-based cost functions accounting for air and noise pollution of vehicles are …
Vehicular traffic noise modeling using artificial neural network approach
P Kumar, SP Nigam, N Kumar - Transportation Research Part C: Emerging …, 2014 - Elsevier
In India, the transportation sector is growing rapidly and the number of vehicles on Indian
roads is increasing at a very fast rate leading to overcrowded roads and noise pollution. The …
roads is increasing at a very fast rate leading to overcrowded roads and noise pollution. The …
[HTML][HTML] CFD modeling and multi-objective optimization of cyclone geometry using desirability function, artificial neural networks and genetic algorithms
K Elsayed, C Lacor - Applied Mathematical Modelling, 2013 - Elsevier
The low-mass loading gas cyclone separator has two performance parameters, the pressure
drop and the collection efficiency (cut-off diameter). In this paper, a multi-objective …
drop and the collection efficiency (cut-off diameter). In this paper, a multi-objective …
Comparison of classical statistical methods and artificial neural network in traffic noise prediction
V Nedic, D Despotovic, S Cvetanovic… - Environmental Impact …, 2014 - Elsevier
Traffic is the main source of noise in urban environments and significantly affects human
mental and physical health and labor productivity. Therefore it is very important to model the …
mental and physical health and labor productivity. Therefore it is very important to model the …
Time-series prediction of environmental noise for urban IoT based on long short-term memory recurrent neural network
X Zhang, M Zhao, R Dong - Applied Sciences, 2020 - mdpi.com
Noise pollution is one of the major urban environmental pollutions, and it is increasingly
becoming a matter of crucial public concern. Monitoring and predicting environmental noise …
becoming a matter of crucial public concern. Monitoring and predicting environmental noise …
[HTML][HTML] Noise pollution and health effects
S Geravandi, A Takdastan, E Zallaghi… - Jundishapur Journal of …, 2015 - brieflands.com
Background: Noise pollution is of particular importance due to the physical and
psychological effects on humans. Noise is a stressor that affects the autonomic nervous …
psychological effects on humans. Noise is a stressor that affects the autonomic nervous …