Financial Data Time Series Forecasting Using Neural Networks and a Comparative Study

Ritvik Khandelwal, Prasham Marfatia, Shubham Shah, Varun Joshi, Pratik Kamath,Kshitij Chavan

2022 International Conference for Advancement in Technology (ICONAT)（2022）

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摘要

Algorithms that are based on Machine learning & Deep learning are new methods to solve time series prediction challenges. These methods have been proved to yield better results than the traditional regression models. A study concluded that artificial Recurrent Neural Networks such as Long Short Term Memory and Autoregressive Integrated Moving Average models are top models for this application....

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关键词

Deep learning,Analytical models,Machine learning algorithms,Recurrent neural networks,Convolution,Biological system modeling,Time series analysis

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