Concepedia

Time series forecasting of Covid-19 using deep learning models: India-USA comparative case study

Sourabh Shastri, Kuljeet Singh, Sachin Kumar, Paramjit Kour, Vibhakar Mansotra

Chaos Solitons & Fractals · 2020 · 271 citations · 25 references

Open access

Concepts

ComputingData ScienceInfectious DiseasesForecastingMachine LearningTime Series AnalysisDeep LearningDisease ForecastingEpidemic ForecastingTime Series ForecastingTime Series ModelingTime Series PredictionComparative Case Study DesignConvolutional Forecasting ModelsDeep Learning For ForecastingDeep Learning For Time Series ForecastingDeep Learning-based ForecastingForecasting Disease OutbreaksNeural Time Series Forecasting

References

25

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China

Chaolin Huang, Yeming Wang, Xingwang Li et al. · The Lancet · 2020 · 51.8K citations · Full text

Life Sciences, Infectious Diseases, Molecular Biology +10

Data Structures for Statistical Computing in Python

Wes McKinney · Proceedings of the Python in Science Conferences · 2010 · 11.3K citations · Full text

Natural Sciences, Computer Science, Finance +10

Bidirectional recurrent neural networks

Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 10K citations

Computing, Computer Science, Computational Linguistics +12

Speech recognition with deep recurrent neural networks

Alex Graves, Abdelrahman Mohamed, Geoffrey E. Hinton · 2013 · 8.8K citations

Computing, Computer Science, Computer Vision +16