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A Comprehensive Review of Artificial Intelligence Techniques in Financial Market

机译:金融市场中人工智能技术综述

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Artificial intelligence is a vast and promising domain that helps improving people's lives in different areas such as, medicine, education, telecommunication, finance, and economy. The financial market is an important aspect of the economics of any country, by having a clear idea about how it functions, it helps to improve the economy of the country radically and, therefore, the people's lives. In this paper, we suggest giving the latest research of deep learning techniques applied on the financial market field that can help investors to make an accurate decision. This paper gathered all the recent articles related to deep learning techniques applied on forecasting the financial market, which includes stock market, stock index, commodity forecasting and Forex. The main goal is to find the most models used recently to solve the prediction problem using RNN, their characteristic and novelty. We will give all aspects that involve the process of forecasting beginning with preprocessing, the input features, the deep learning techniques, and the evaluation metrics employed.
机译:人工智能是一个庞大而有前途的领域,有助于改善人们的生活,如医学,教育,电信,金融和经济等不同领域。金融市场是任何国家经济学的一个重要方面,通过清楚地了解其职能如何,它有助于改善国家的经济,自然,因此人民的生活。在本文中,我们建议提供对金融市场领域应用深度学习技术的最新研究,这些技术可以帮助投资者做出准确的决定。本文收集了与应用关于金融市场预测的深度学习技术相关的所有相关文章,其中包括股票市场,股票指数,商品预测和外汇。主要目标是找到最近使用的最多模型来解决预测问题,使用RNN,它们的特征和新奇。我们将提供各个方面,涉及以预处理,输入特征,深度学习技术和所采用的评估指标开始预测的过程。

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