Deep Learning and Time Series-to-Image Encoding for Financial Forecasting

• 作 者: Silvio Barra Salvatore Mario C
• 机 构: DepartmentofMathematicsandComputerScience
• 出 处: 自动化学报:英文版
• 发表日期: 2020年3期
• 关键词: Convolutional neural networks(CNNs) ENSEMBLE of CNNS financial forecasting Grami
• 基金项目: supported by the“Bando Aiuti per progetti di Ricerca e Sviluppo-POR FESR 2014-2020-Asse 1,Azione 1.1.3.Project AlmostAnOracle-AI and Big Data Algorithms for Financial Time Series Forecasting”

In the last decade,market financial forecasting has attracted high interests amongst the researchers in pattern recognition.Usually,the data used for analysing the market,and then gamble on its future trend,are provided as time series;this aspect,along wi