Browsing by Subject "LSTM"

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Comparison of neural networks for foreign exchange rate prediction

Agarwal, P.; Sahani, A. K. (2021-06-22)

The paper incorporates a comparison between long short term memory (LSTM), simple recurrent neural networks (SRNN), and gated recurrent unit (GRU) to predict currency exchange rate for 22 countries-currencies against United ...
Deep learning networks for capacity estimation for monitoring SOH of Li-ion batteries for electric vehicles

Kaur, K.; Garg, A.; Cui, X.; Singh, S.; Panigrahi, B.K. (2022-12-20)

Data-driven modeling using measurable battery signals tends to provide robust battery capacity estimation without delving deep into electrochemical phenomenon inside the battery. Nowadays, with the advent of artificial ...
LSTMSA: a novel approach for stock market prediction using LSTM and sentiment analysis

Sarkar, A.; Sahoo, A. K.; Sah, S.; Pradhan, C. (2021-07-04)

Stock market prediction is one of the most popular use cases for machine learning models. A general model that can predict the rise and fall of stocks is an arduous task as there maybe multifarious factors that can ...
Machine learning models for drowsiness detection

Meda, H.; Ganesh, J. M. P.; Sahani, A. (2021-11-27)

Road crashes and other accidents have become the common cause of fatalities and injuries in the human world. According to data from the World Health Organisation (WHO) in 2015, nearly 1.25 million people died worldwide due ...

Now showing items 1-4 of 4

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