Concepedia

Multi-directional temporal convolutional artificial neural network for PM2.5 forecasting with missing values: A deep learning approach

K. Krishna Rani Samal, Korra Sathya Babu, Santos Kumar Das

Urban Climate · 2021 · 90 citations · 47 references

Concepts

ComputingComputer ScienceData ScienceArtificial IntelligenceForecastingMachine LearningDeep LearningForecast VerificationMissing Data ImputationReal-time ForecastingTime Series ForecastingTime Series PredictionDeep Learning For ForecastingDeep Learning For Time Series ForecastingDeep Learning-based ForecastingForecasting Under Missing DataPm2.5

References

47

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre et al. · 2014 · 24.4K citations · Full text

Computing, Computer Science, Computational Linguistics +14

<b>mice</b>: Multivariate Imputation by Chained Equations in<i>R</i>

Stef van Buuren, Karin Groothuis‐Oudshoorn · Journal of Statistical Software · 2011 · 13.6K citations · Full text

Public Health, Biostatistics, Computational Biology +13

MICE: Multivariate Imputation by Chained Equations in R

Stef van Buuren, Karin Groothuis‐Oudshoorn · 2010 · 6.2K citations · Full text

Public Health, Biostatistics, Epidemiologic Methods +8

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Shaojie Bai, J. Zico Kolter, Vladlen Koltun · arXiv (Cornell University) · 2018 · 4.3K citations · Full text

Computing, Computer Science, Computer Vision +13