Real-Trading-Oriented Price Prediction with Explainable Multi-objective Optimization in Quantitative Trading
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3175842
Abstract: Price prediction using machine learning is a heated topic and an effective task in quantitative trading. However, the objectives that existing researches focus on are typically naive and can hardly express the diverse properties in… read more here.
Keywords: quantitative trading; trading; real trading; price prediction ... See more keywords
ConvLSTM Coupled Economics Indicators Quantitative Trading Decision Model
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14091896
Abstract: Time series prediction methods based on deep learning have been widely used in quantitative trading. However, the price of virtual currency represented by Bitcoin has random fluctuation characteristics, which is extremely misleading for time series… read more here.
Keywords: economics; quantitative trading; deep learning; model ... See more keywords