A hybrid decision support system for adaptive trading strategies: Combining a rule-based expert system with a deep reinforcement learning strategy

Technical analysis strategy optimization using a machine learning approach in stock market indices

(2021) Jordan Ayala et al.   KNOWLEDGE-BASED SYSTEMS

Stock market forecasting using a multi-task approach integrating long short-term memory and the random forest framework

(2021) Hyun Jun Park et al.   APPLIED SOFT COMPUTING

Applications of deep learning in stock market prediction: Recent progress

(2021) Weiwei Jiang   EXPERT SYSTEMS WITH APPLICATIONS

Time series data analysis of stock price movement using machine learning techniques

(2020) Irfan Ramzan Parray et al.   SOFT COMPUTING

Adaptive stock trading strategies with deep reinforcement learning methods

(2020) Xing Wu et al.   INFORMATION SCIENCES

Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting

(2020) Salvatore Carta et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning with long short-term memory networks for financial market predictions

(2018) Thomas Fischer et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Face detection using deep learning: An improved faster RCNN approach

(2018) Xudong Sun et al.   NEUROCOMPUTING

Integrating principle component analysis and weighted support vector machine for stock trading signals prediction

(2018) Yingjun Chen et al.   NEUROCOMPUTING

Deep Direct Reinforcement Learning for Financial Signal Representation and Trading

(2017) Yue Deng et al.   IEEE Transactions on Neural Networks and Learning Systems

A Takagi–Sugeno fuzzy model combined with a support vector regression for stock trading forecasting

(2016) Pei-Chann Chang et al.   APPLIED SOFT COMPUTING

News-based trading strategies

(2016) Stefan Feuerriegel et al.   DECISION SUPPORT SYSTEMS

Evaluating machine learning classification for financial trading: An empirical approach

(2016) Eduardo A. Gerlein et al.   EXPERT SYSTEMS WITH APPLICATIONS

Application of evolutionary computation for rule discovery in stock algorithmic trading: A literature review

(2015) Yong Hu et al.   APPLIED SOFT COMPUTING

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Intelligent trading of seasonal effects: A decision support algorithm based on reinforcement learning

(2014) Dennis Eilers et al.   DECISION SUPPORT SYSTEMS

Combining technical trading rules using particle swarm optimization

(2013) Fei Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Forecasting and trading the EUR/USD exchange rate with stochastic Neural Network combination and time-varying leverage

(2012) Georgios Sermpinis et al.   DECISION SUPPORT SYSTEMS

A dynamic threshold decision system for stock trading signal detection

(2011) Pei-Chann Chang et al.   APPLIED SOFT COMPUTING

A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems

(2010) Arash Bahrammirzaee   NEURAL COMPUTING & APPLICATIONS

Automatic stock decision support system based on box theory and SVM algorithm

(2009) Qinghua Wen et al.   EXPERT SYSTEMS WITH APPLICATIONS