Stock trading rule discovery with double deep Q-network

Technical analysis and sentiment embeddings for market trend prediction

(2019) Andrea Picasso et al.   EXPERT SYSTEMS WITH APPLICATIONS

Forecasting daily stock market return using dimensionality reduction

(2017) Xiao Zhong et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies

(2017) Eunsuk Chong et al.   EXPERT SYSTEMS WITH APPLICATIONS

Exploiting meta features for dependency parsing and part-of-speech tagging

(2016) Wenliang Chen et al.   ARTIFICIAL INTELLIGENCE

An adaptive stock index trading decision support system

(2016) Wen-Chyuan Chiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Evaluating machine learning classification for financial trading: An empirical approach

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

A New Kernel of Support Vector Regression for Forecasting High-Frequency Stock Returns

(2016) Hui Qu et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Proximal support vector machine based hybrid prediction models for trend forecasting in financial markets

(2016) Deepak Kumar et al.   Journal of Computational Science

Using Volume Weighted Support Vector Machines with walk forward testing and feature selection for the purpose of creating stock trading strategy

(2015) Kamil Żbikowski   EXPERT SYSTEMS WITH APPLICATIONS

Recurrent neural network and a hybrid model for prediction of stock returns

(2015) Akhter Mohiuddin Rather et al.   EXPERT SYSTEMS WITH APPLICATIONS

Predicting stock market index using fusion of machine learning techniques

(2015) Jigar Patel et al.   EXPERT SYSTEMS WITH APPLICATIONS

Stock trading rule discovery with an evolutionary trend following model

(2015) Yong Hu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Evaluating multiple classifiers for stock price direction prediction

(2015) Michel Ballings et al.   EXPERT SYSTEMS WITH APPLICATIONS

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Stock Market Prediction Using a Combination of Stepwise Regression Analysis, Differential Evolution-based Fuzzy Clustering, and a Fuzzy Inference Neural Network

(2013) David Enke et al.   INTELLIGENT AUTOMATION AND SOFT COMPUTING

A real time clustering and SVM based price-volatility prediction for optimal trading strategy

(2013) Subhabrata Choudhury et al.   NEUROCOMPUTING

Multi-column deep neural network for traffic sign classification

(2012) Dan Cireşan et al.   NEURAL NETWORKS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Stock trading with cycles: A financial application of ANFIS and reinforcement learning

(2010) Zhiyong Tan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Play it again: reactivation of waking experience and memory

(2010) Joseph O’Neill et al.   TRENDS IN NEUROSCIENCES

Efficient factor GARCH models and factor-DCC models

(2009) Kun Zhang et al.   QUANTITATIVE FINANCE