Fusion model of wavelet transform and adaptive neuro fuzzy inference system for stock market prediction

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

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

Forecasting stock market index daily direction: A Bayesian Network approach

(2018) Luciana S. Malagrino et al.   EXPERT SYSTEMS WITH APPLICATIONS

A hybrid supervised semi-supervised graph-based model to predict one-day ahead movement of global stock markets and commodity prices

(2018) Arash Negahdari Kia et al.   EXPERT SYSTEMS WITH APPLICATIONS

Forecasting the volatility of stock price index: A hybrid model integrating LSTM with multiple GARCH-type models

(2018) Ha Young Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

Forward Forecast of Stock Price Using Sliding-Window Metaheuristic-Optimized Machine-Learning Regression

(2018) Jui-Sheng Chou et al.   IEEE Transactions on Industrial Informatics

DeepClue: Visual Interpretation of Text-based Deep Stock Prediction

(2018) Lei Shi et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Fuzzy time-series model based on rough set rule induction for forecasting stock price

(2018) Ching-Hsue Cheng et al.   NEUROCOMPUTING

Novel forecasting model based on improved wavelet transform, informative feature selection, and hybrid support vector machine on wind power forecasting

(2018) Zhenling Liu et al.   Journal of Ambient Intelligence and Humanized Computing

Research on agricultural product price forecasting model based on improved BP neural network

(2018) Yanfeng Yu et al.   Journal of Ambient Intelligence and Humanized Computing

Prediction of engine failure time using principal component analysis, categorical regression tree, and back propagation network

(2018) Yu-Cheng Wang   Journal of Ambient Intelligence and Humanized Computing

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

A new algorithm of stock data mining in Internet of Multimedia Things

(2017) Jinfei Yang et al.   JOURNAL OF SUPERCOMPUTING

A novel technique applied to the economic investigation of recommender system

(2017) Jinfei Yang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

The predictive power of local properties of financial networks

(2017) Petre Caraiani   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Multiscale Shannon entropy and its application in the stock market

(2017) Rongbao Gu   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A new information fusion method of forecasting

(2017) Yunxiao Ye et al.   Journal of Ambient Intelligence and Humanized Computing

A new prediction model of battery and wind-solar output in hybrid power system

(2017) Farzaneh Mirzapour et al.   Journal of Ambient Intelligence and Humanized Computing

How long the singular value decomposed entropy predicts the stock market? — Evidence from the Dow Jones Industrial Average Index

(2016) Rongbao Gu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A Novel Machine Learning Strategy Based on Two-Dimensional Numerical Models in Financial Engineering

(2013) Qingzhen Xu   MATHEMATICAL PROBLEMS IN ENGINEERING

An Adaptive Network-Based Fuzzy Inference System (ANFIS) for the prediction of stock market return: The case of the Istanbul Stock Exchange

(2010) Melek Acar Boyacioglu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Surveying stock market forecasting techniques – Part II: Soft computing methods

(2008) George S. Atsalakis et al.   EXPERT SYSTEMS WITH APPLICATIONS

Stock market prediction of S&P 500 via combination of improved BCO approach and BP neural network

(2008) Yudong Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS