Cargando…

A Particulate Matter Concentration Prediction Model Based on Long Short-Term Memory and an Artificial Neural Network

Many countries are concerned about high particulate matter (PM) concentrations caused by rapid industrial development, which can harm both human health and the environment. To manage PM, the prediction of PM concentrations based on historical data is actively being conducted. Existing technologies f...

Descripción completa

Detalles Bibliográficos
Autores principales:	Park, Junbeom, Chang, Seongju
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8297184/ https://www.ncbi.nlm.nih.gov/pubmed/34202834 http://dx.doi.org/10.3390/ijerph18136801

Ejemplares similares

Short- and Long-Term Exposure to Particulate Matter and Pulse Wave Velocity
por: Park, Young Jun, et al.
Publicado: (2021)

Artificial Neural Network Model with Astrocyte-Driven Short-Term Memory
por: Zimin, Ilya A., et al.
Publicado: (2023)

Predicting Groundwater Indicator Concentration Based on Long Short-Term Memory Neural Network: A Case Study
por: Liu, Chao, et al.
Publicado: (2022)

Prediction of gait trajectories based on the Long Short Term Memory neural networks
por: Zaroug, Abdelrahman, et al.
Publicado: (2021)

Suspended sediment load prediction using long short-term memory neural network
por: AlDahoul, Nouar, et al.
Publicado: (2021)

External Validation of the Long Short-Term Memory Artificial Neural Network-Based SCaP Survival Calculator for Prediction of Prostate Cancer Survival
por: Lim, Bumjin, et al.
Publicado: (2021)

Splice Junction Identification using Long Short-Term Memory Neural Networks
por: Regan, Kevin, et al.
Publicado: (2021)

Design of a Soft Sensor Based on Long Short-Term Memory Artificial Neural Network (LSTM) for Wastewater Treatment Plants
por: Recio-Colmenares, Roxana, et al.
Publicado: (2023)

Ordinary kriging approach to predicting long-term particulate matter concentrations in seven major Korean cities
por: Kim, Sun-Young, et al.
Publicado: (2014)

Lower Limb Kinematics Trajectory Prediction Using Long Short-Term Memory Neural Networks
por: Zaroug, Abdelrahman, et al.
Publicado: (2020)

Application of long short-term memory neural network technique for predicting monthly pan evaporation
por: Abed, Mustafa, et al.
Publicado: (2021)

Convolutional Neural Network and Bidirectional Long Short-Term Memory-Based Method for Predicting Drug–Disease Associations
por: Xuan, Ping, et al.
Publicado: (2019)

Particulate matter and COVID-19 excess deaths: Decomposing long-term exposure and short-term effects
por: Becchetti, Leonardo, et al.
Publicado: (2022)

Use of Satellite Observations for Long-Term Exposure Assessment of Global Concentrations of Fine Particulate Matter
por: van Donkelaar, Aaron, et al.
Publicado: (2014)

Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks
por: Ghimire, Sujan, et al.
Publicado: (2021)

Language Identification in Short Utterances Using Long Short-Term Memory (LSTM) Recurrent Neural Networks
por: Zazo, Ruben, et al.
Publicado: (2016)

Continuous Timescale Long-Short Term Memory Neural Network for Human Intent Understanding
por: Yu, Zhibin, et al.
Publicado: (2017)

Long short-term memory (LSTM) recurrent neural network for muscle activity detection
por: Ghislieri, Marco, et al.
Publicado: (2021)

Evolving Long Short-Term Memory Networks
por: Lobo Neto, Vicente Coelho, et al.
Publicado: (2020)

Predicting machine's performance record using the stacked long short‐term memory (LSTM) neural networks
por: Ma, Min, et al.
Publicado: (2022)

Predictive Control of the Mobile Robot under the Deep Long-Short Term Memory Neural Network Model
por: Zheng, Lan
Publicado: (2022)

An Advanced Long Short-Term Memory (LSTM) Neural Network Method for Predicting Rate of Penetration (ROP)
por: Ji, Hui, et al.
Publicado: (2022)

Short-term exposure to particulate matters is associated with septic emboli in infective endocarditis
por: Hsieh, Fu-Chien, et al.
Publicado: (2019)

Implementation of Long Short-Term Memory Neural Networks in High-Level Synthesis Targeting FPGAs
por: Rao, Richa
Publicado: (2020)

Exploiting Graphoelements and Convolutional Neural Networks with Long Short Term Memory for Classification of the Human Electroencephalogram
por: Nejedly, P., et al.
Publicado: (2019)

Forecasting stock prices with long-short term memory neural network based on attention mechanism
por: Qiu, Jiayu, et al.
Publicado: (2020)

Monitoring ICU Mortality Risk with A Long Short-Term Memory Recurrent Neural Network
por: Yu, Ke, et al.
Publicado: (2020)

Mathematical processing of trading strategy based on long short-term memory neural network model
por: Wang, Han-Yang, et al.
Publicado: (2022)

Long‐Term Particulate Matter Exposure and Incidence of Arrhythmias: A Cohort Study
por: Zhang, Zhenyu, et al.
Publicado: (2020)

The short- and long-term associations of particulate matter with inflammation and blood coagulation markers: A meta-analysis()
por: Tang, Hong, et al.
Publicado: (2020)

OCLSTM: Optimized convolutional and long short-term memory neural network model for protein secondary structure prediction
por: Zhao, Yawu, et al.
Publicado: (2021)

Long Short-Term Memory Neural Network with Transfer Learning and Ensemble Learning for Remaining Useful Life Prediction
por: Wang, Lixiong, et al.
Publicado: (2022)

Temperature Prediction Based on Bidirectional Long Short-Term Memory and Convolutional Neural Network Combining Observed and Numerical Forecast Data
por: Jeong, Seongyoep, et al.
Publicado: (2021)

Multiple neural states of representation in short-term memory? It’s a matter of attention
por: LaRocque, Joshua J., et al.
Publicado: (2014)

Empirical mode decomposition based long short-term memory neural network forecasting model for the short-term metro passenger flow
por: Chen, Quanchao, et al.
Publicado: (2019)

Comparative Analysis of the Implementation of Support Vector Machines and Long Short-Term Memory Artificial Neural Networks in Municipal Solid Waste Management Models in Megacities
por: Solano Meza, Johanna Karina, et al.
Publicado: (2023)

Effects of short-term exposure to particulate matter air pollution on cognitive performance
por: Shehab, M. A., et al.
Publicado: (2019)

Biomedical word sense disambiguation with bidirectional long short-term memory and attention-based neural networks
por: Zhang, Canlin, et al.
Publicado: (2019)

A Long Short-Term Memory neural network for the detection of epileptiform spikes and high frequency oscillations
por: Medvedev, A. V., et al.
Publicado: (2019)

Descriptor Free QSAR Modeling Using Deep Learning With Long Short-Term Memory Neural Networks
por: Chakravarti, Suman K., et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_0dm7outovnaaivk0qakr4eg2gi