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All Journal JOIV : International Journal on Informatics Visualization
Chandrasegar Thirumalai
VIT University, India
Computer Science & IT

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Bike Sharing Prediction using Deep Neural Networks Chandrasegar Thirumalai; Ravisankar Koppuravuri
JOIV : International Journal on Informatics Visualization Vol 1, No 3 (2017)
Publisher : Politeknik Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (733.819 KB) | DOI: 10.30630/joiv.1.3.30

Abstract

In this paper, we will use deep neural networks for predicting the bike sharing usage based on previous years usage data. We will use because deep neural nets for getting higher accuracy. Deep neural nets are quite different from other machine learning techniques; here we can add many numbers of hidden layers to improve the accuracy of our prediction and the model can be trained in the way we want such that we can achieve the results we want. Nowadays many AI experts will say that deep learning is the best AI technique available now and we can achieve some unbelievable results using this technique. Now we will use that technique to predict bike sharing usage of a rental company to make sure they can take good business decisions based on previous years data.
Co-Authors Ravisankar Koppuravuri