Enhanced air quality prediction by edge-based spatiotemporal data preprocessing

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2021.107572 ◽

2021 ◽

pp. 107572

Author(s):

Soroush Ojagh ◽

Francesco Cauteruccio ◽

Giorgio Terracina ◽

Steve H.L. Liang

Keyword(s):

Air Quality ◽

Data Preprocessing ◽

Spatiotemporal Data ◽

Quality Prediction ◽

Air Quality Prediction ◽

Download Full-text

Smart City Air Quality Prediction using Machine Learning

2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS) ◽

10.1109/iciccs51141.2021.9432074 ◽

2021 ◽

Author(s):

Rishanti Murugan ◽

Naveen Palanichamy

Keyword(s):

Machine Learning ◽

Air Quality ◽

Quality Prediction ◽

Air Quality Prediction

Download Full-text

Air quality prediction in Milan: feed-forward neural networks, pruned neural networks and lazy learning

Ecological Modelling ◽

10.1016/j.ecolmodel.2005.01.008 ◽

2005 ◽

Vol 185 (2-4) ◽

pp. 513-529 ◽

Author(s):

Giorgio Corani

Keyword(s):

Neural Networks ◽

Air Quality ◽

Quality Prediction ◽

Lazy Learning ◽

Feed Forward ◽

Air Quality Prediction ◽

Feed Forward Neural Networks

Download Full-text

Multivariate Time Series Forecasting with Dilated Residual Convolutional Neural Networks for Urban Air Quality Prediction

Arabian Journal for Science and Engineering ◽

10.1007/s13369-020-05109-x ◽

2021 ◽

Author(s):

Meriem Benhaddi ◽

Jamal Ouarzazi

Keyword(s):

Neural Networks ◽

Time Series ◽

Air Quality ◽

Convolutional Neural Networks ◽

Multivariate Time Series ◽

Urban Air Quality ◽

Time Series Forecasting ◽

Urban Air ◽

Quality Prediction ◽

Air Quality Prediction

Download Full-text

Establishing A Hybrid Pieceswise Linear Model for Air Quality Prediction Based Missingness Challenges

10.1109/smc52423.2021.9658931 ◽

2021 ◽

Author(s):

Huilin Zhu ◽

Yanni Ren ◽

Jinglu Hu

Keyword(s):

Air Quality ◽

Linear Model ◽

Quality Prediction ◽

Air Quality Prediction

Download Full-text

Research on air quality prediction method in Hangzhou based on machine learning

Journal of Physics Conference Series ◽

10.1088/1742-6596/2010/1/012011 ◽

2021 ◽

Vol 2010 (1) ◽

pp. 012011

Author(s):

Zhongjie Fu ◽

Haiping Lin ◽

Bingqiang Huang ◽

Jiana Yao

Keyword(s):

Machine Learning ◽

Air Quality ◽

Prediction Method ◽

Quality Prediction ◽

Air Quality Prediction

Download Full-text

Enhancing Air Quality Prediction with Social Media and Natural Language Processing

10.18653/v1/p19-1251 ◽

2019 ◽

Author(s):

Jyun-Yu Jiang ◽

Xue Sun ◽

Wei Wang ◽

Sean Young

Keyword(s):

Social Media ◽

Natural Language Processing ◽

Air Quality ◽

Natural Language ◽

Language Processing ◽

Quality Prediction ◽

Air Quality Prediction

Download Full-text

The use of MODIS data and aerosol products for air quality prediction

Atmospheric Environment ◽

10.1016/j.atmosenv.2004.06.032 ◽

2004 ◽

Vol 38 (30) ◽

pp. 5057-5070 ◽

Author(s):

Keith D. Hutchison ◽

Solar Smith ◽

Shazia Faruqui

Keyword(s):

Air Quality ◽

Quality Prediction ◽

Air Quality Prediction

Download Full-text

Adaptive Deep Learning-Based Air Quality Prediction Model Using the Most Relevant Spatial-Temporal Relations

IEEE Access ◽

10.1109/access.2018.2849820 ◽

2018 ◽

Vol 6 ◽

pp. 38186-38199 ◽

Author(s):

Ping-Wei Soh ◽

Jia-Wei Chang ◽

Jen-Wei Huang

Keyword(s):

Deep Learning ◽

Air Quality ◽

Prediction Model ◽

Quality Prediction ◽

Temporal Relations ◽

Air Quality Prediction

Download Full-text

Air Quality Prediction Using Time Series Analysis

Advances in Intelligent Systems and Computing - Intelligent Data Engineering and Analytics ◽

10.1007/978-981-15-5679-1_72 ◽

2020 ◽

pp. 741-748

Author(s):

S. Hepziba Lizzie ◽

B. Senthil Kumar

Keyword(s):

Time Series ◽

Air Quality ◽

Time Series Analysis ◽

Quality Prediction ◽

Series Analysis ◽

Air Quality Prediction

Download Full-text

Air Quality Prediction Using Regression Models

Lecture Notes in Electrical Engineering - Applications of Artificial Intelligence and Machine Learning ◽

10.1007/978-981-16-3067-5_19 ◽

2021 ◽

pp. 251-262

Author(s):

S. K. Julfikar ◽

Shahajahan Ahamed ◽

Zeenat Rehena

Keyword(s):

Air Quality ◽

Regression Models ◽

Quality Prediction ◽

Air Quality Prediction

Download Full-text