Computational intelligence in finance has been a very popular topic for both academia and financial industry in the last few decades. Numerous studies have been published resulting in various models. Meanwhile,
Deep Learning for Financial Applications : A Survey 摘要 在过去的几十年中,金融领域的计算智能一直是学术界和金融业非常普遍的话题。 已经发表了许多研究,得出了各种模型。 同时,在机器学习(ML)领域中,深度学习(DL)最近开始受到广泛关注,这主要是由于其优于经典模型的表现。 如今,存在许多不同的DL实现,并且人们...
Explore the details behind reinforcement learning and see how it’s used in trading Understand how to interpret performance evaluation metrics Examine technical analysis and learn how it works in financial markets Create technical indicators in Python and combine them with ML models for optimization Eval...
深度学习Deep learning 可解释深度强化学习综述 A Survey on Explainable Deep Reinforcement Learning 基于深度学习的金融领域中文实体关系联合抽取算法研究 深度学习在现代医疗领域中的应用 支付领域中的机器学习应用-深度研究 Deep Learning for Multivariate Financial Time Series 复杂网络在金融领域中的应用-深度研究 Deep...
QUANT[22]论文2:Deep Direct Reinforcement Learning for Financial Signal Representation and Trading,程序员大本营,技术文章内容聚合第一站。
Computational intelligence in finance has been a very popular topic for both academia and financial industry in the last few decades. Numerous studies have been published resulting in various models. Meanwhile, within the Machine Learning (ML) field, Deep Learning (DL) started getting a lot of at...
For this study, the terminology “financial statement fraud“, “fraudulent financial reporting“, and “financial misstatements “are used interchangeably and are distinguished from different factors that cause misrepresentations within financial statements, such as unintended mistakes. According to the “...
Financial time series forecasting using support vector machines 时序预测的深度学习方法 Systematic Literature Review Methods for Efficient Deep Reinforcement Learning(有效的深度强化学习方法) Regularized least squares fuzzy support vector regression for financial time series forecasting Rainfall and financial forecas...
[45] Sweller J. Cognitive load theory[M]//Psychology of learning and motivation. Academic Press, 2011, 55: 37-76. [46] Kahneman D, Tversky A. Prospect theory: An analysis of decision under risk[M]//Handbook of the fundamentals...
Financial Econometrics Machine Learning Market Intelligence Artificial Intelligence Introduction Nonrenewable commodities usually mined in certain countries can strongly impact their economies, policies, currencies, and international or political issues. Energy and precious metals markets, among other commodities,...