Concepedia

Dongming Qin

DQ

4

Publications

449

Citations

4

H-Index

2019

Active since

Affiliations

Shanghai Normal University(Current)

Tongji University

Dongming Qin is an author at Shanghai Normal University specializing in engineering, air quality prediction, and data science.

Top concepts

EngineeringAir QualityData ScienceAir PollutionDeep LearningMachine LearningAir Quality PredictionEnvironmental MonitoringForecastingEnvironmental Engineering

Publications per year

2019–2022

4

Publications

4

A Novel Combined Prediction Scheme Based on CNN and LSTM for Urban PM<sub>2.5</sub> Concentration

Dongming Qin, Jian Yu, Guojian Zou et al. · IEEE Access · 2019 · 253 citations · Full text

Convolutional Neural Network, Environmental Monitoring, Machine Learning +18

A novel Encoder-Decoder model based on read-first LSTM for air pollutant prediction

Bo Zhang, Guojian Zou, Dongming Qin et al. · The Science of The Total Environment · 2021 · 99 citations

Pollution Detection, Environmental Monitoring, Engineering +11

RCL-Learning: ResNet and convolutional long short-term memory-based spatiotemporal air pollutant concentration prediction model

Bo Zhang, Guojian Zou, Dongming Qin et al. · Expert Systems with Applications · 2022 · 70 citations

Pollution Detection, Environmental Monitoring, Machine Learning +8

FDN-learning: Urban PM2.5-concentration Spatial Correlation Prediction Model Based on Fusion Deep Neural Network

Guojian Zou, Bo Zhang, Ruihan Yong et al. · Big Data Research · 2021 · 27 citations

Engineering, Machine Learning, Data Science +5

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