Concepedia

Deep learning-based PM2.5 prediction considering the spatiotemporal correlations: A case study of Beijing, China

Unjin Pak, Jun Ma, Unsok Ryu, Kwangchol Ryom, U. Juhyok, Kyongsok Pak, Chanil Pak

The Science of The Total Environment · 2019 · 324 citations · 38 references

Concepts

ComputingComputer ScienceEarth SciencesAtmospheric ScienceMachine LearningPredictive AnalyticsDeep LearningGeospatial Machine LearningParticulate MatterTime Series ForecastingUrban ClimateUrban Weather ForecastingDeep Learning For ForecastingDeep Learning For Time Series ForecastingDeep Learning-based ForecastingSpatio-temporal State-space ModelsSpatiotemporal ForecastingSpatiotemporal PredictionUrban Air Quality Forecasting

References

38

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Proceedings of the 24th international conference on Machine learning

2007 · 11.7K citations

Computing, Computer Science, Artificial Intelligence +6

Learning Deep Architectures for AI

Yoshua Bengio · Foundations and Trends® in Machine Learning · 2009 · 6.9K citations

Computing, Computer Science, Artificial Intelligence +7

A unified architecture for natural language processing

Ronan Collobert, Jason Weston · 2008 · 5.2K citations

Computing, Computer Science, Computational Linguistics +16

Ambient air pollution: a global assessment of exposure and burden of disease

World Health Organization · Clean Air Journal · 2016 · 2K citations · Full text

Public Health, Environmental Sciences, Toxicology +14