DL4Stock

This is the repository for the collection of deep learning in stock market prediction.

If you find this repository helpful, you may consider cite our work:

• Jiang W. Applications of deep learning in stock market prediction: recent progress[J]. Expert Systems with Applications, 2021: 115537. Link

Relevant Repositories

• THE ULTIMATE STOCK MARKET TOOLKIT Link

• Fundamental Analysis Link

• ML for Trading - 2nd Edition Link

Journals

• ACM Transactions on Knowledge Discovery from Data - 2021

• Advances in Multimedia - 2020

• AI Communications - 2020

• AI Open - 2021

• Algorithms - 2021

• Annals of Data Science - 2021 | 2020

• Annals of Operations Research - 2023

• Applied Artificial Intelligence - 2021

• Applied Economics Letters - 2021

• Applied Intelligence - 2023 | 2022 | 2021 | 2020

• Applied Sciences - 2023 | 2022 | 2021 | 2020

• Applied Soft Computing - 2023 | 2022 | 2021 | 2020

• Applied System Innovation - 2021

• Arabian Journal for Science and Engineering - 2020

• Archives of Computational Methods in Engineering - 2023 | 2021 | 2020

• Artificial Intelligence Review - 2023 | 2022

• Axioms - 2021 | 2020

• Big Data - 2021

• CAAI Transactions on Intelligence Technology - 2022 | 2021

• Chaos, Solitons & Fractals - 2020

• China Communications - 2020

• CMC-Computers, Materials & Continua - 2022

• Cognitive Computation - 2023 | 2021

• Communications in Statistics-Simulation and Computation - 2021

• Complexity - 2021 | 2020

• Computational Economics - 2022 | 2021 | 2020

• Computational Intelligence and Neuroscience - 2022 | 2021

• Computers & Electrical Engineering - 2023 | 2022 | 2021

• Computing - 2020

• Concurrency and Computation: Practice and Experience - 2023 | 2022 | 2021 | 2020

• Connection Science - 2022 | 2021

• Cybernetics and Systems - 2022

• Data - 2022

• Data & Knowledge Engineering - 2020

• Decision Analytics Journal - 2022

• Decision Support Systems - 2023

• Digital Signal Processing - 2020

• Discrete Dynamics in Nature and Society - 2020

• Economics Letters - 2021

• Electronics - 2023 | 2022 | 2021

• Engineering Applications of Artificial Intelligence - 2023 | 2022 | 2020

• Engineering Letters - 2023

• Engineering Science and Technology, an International Journal - 2021

• Entropy - 2023 | 2021 | 2020

• EURASIP Journal on Advances in Signal Processing - 2020

• Expert Systems - 2021 | 2020

• Expert Systems with Applications - 2023 | 2022 | 2021 | 2020

• Finance Research Letters - 2022 | 2021 | 2020

• Financial Innovation - 2023 | 2021 | 2020

• Frontiers in Applied Mathematics and Statistics - 2021

• Frontiers in Artificial Intelligence - 2022

• Future Generation Computer Systems - 2021 | 2020

• Future Internet - 2021

• Granular Computing - 2021

• IEEE Access - 2023 | 2022 | 2021 | 2020

• IEEE Latin America Transactions - 2020

• IEEE Intelligent Systems - 2020

• IEEE Signal Processing Letters - 2022 | 2021

• IEEE Internet of Things Journal - 2021

• IEEE Transactions on Computational Social Systems - 2021

• IEEE Transactions on Emerging Topics in Computational Intelligence - 2020

• IEEE Transactions on Fuzzy Systems - 2020

• IEEE Transactions on Knowledge and Data Engineering - 2023 | 2021 | 2020

• IEEE Transactions on Neural Networks and Learning Systems - 2020

• IEEE Transactions on Systems, Man, and Cybernetics: Systems - 2023

• IEEE/CAA Journal of Automatica Sinica - 2021

• IEICE TRANSACTIONS on Information and Systems - 2022

• IETE Technical Review - 2021

• Information - 2021

• Information Fusion - 2022 | 2021

• Information Processing & Management - 2023 | 2020

• Information Sciences - 2022 | 2021 | 2020

• Intelligent Decision Technologies - 2021

• Intelligent Data Analysis - 2020

• Intelligent Decision Technologies - 2020

• Intelligent Systems with Applications - 2022

• International Journal of Approximate Reasoning - 2020

• International Journal of Computational Intelligence Systems - 2022 | 2021 | 2020

• International Journal of Crowd Science - 2020

• International Journal of Data Science and Analytics - 2022 | 2021

• International Journal of Ethics and Systems - 2021

• International Journal of Finance & Economics - 2021 | 2020

• International Journal of Financial Engineering - 2022 | 2021

• International Journal of Forecasting - 2023 | 2020

• International Journal of Intelligent Information Technologies - 2021

• International Journal of Intelligent Systems - 2022 | 2021

• International Journal of Software Engineering and Knowledge Engineering - 2022

• International Journal of System Assurance Engineering and Management - 2021

• International Review of Economics - 2021

• Internet Research - 2021

• Journal of Ambient Intelligence and Humanized Computing - 2021 | 2020

• Journal of Behavioral and Experimental Finance - 2021

• Journal of Behavioral Finance - 2020

• Journal of Big Data - 2022 2021 | 2020

• Journal of Computational and Applied Mathematics - 2020

• Journal of Computational Methods in Sciences and Engineering - 2021

• Journal of Empirical Finance - 2022

• Journal of Experimental & Theoretical Artificial Intelligence - 2021 | 2020

• Journal of Forecasting - 2023 | 2020

• Journal of Information and Telecommunication - 2020

• Journal of Information Technology Research - 2020

• Journal of Intelligent & Fuzzy Systems - 2021 | 2020

• Journal of King Saud University-Computer and Information Sciences - 2022 | 2021

• Journal of Organizational and End User Computing - 2021

• Journal of Risk and Financial Management - 2021

• Journal of Signal Processing Systems - 2020

• Journal of The Institution of Engineers (India): Series B - 2021

• Knowledge and Information Systems - 2021 | 2020

• Knowledge-Based Systems - 2023 | 2022 | 2021 | 2020

• Kybernetes - 2023 |2022 | 2021

• Machine Learning and Knowledge Extraction - 2021

• Machine Learning with Applications - 2022 | 2021

• Mathematical Biosciences and Engineering - 2021 | 2020

• Mathematical Problems in Engineering - 2022 | 2021 | 2020

• Mathematics - 2023 | 2022 | 2021 | 2020

• Mobile Networks and Applications - 2020

• Multimedia Systems - 2021

• Multimedia Tools and Applications - 2023 | 2022 | 2021

• Natural Computing - 2021

• Neural Computing and Applications - 2022 | 2021 | 2020

• Neural Networks - 2023 | 2021

• Neural Processing Letters - 2022

• Neurocomputing - 2022 | 2021 | 2020

• Operational Research - 2021

• Pattern Recognition - 2023 | 2022 | 2021

• Pattern Recognition Letters - 2021 | 2020

• PeerJ Computer Science - 2023 | 2022 | 2021

• Physica A: Statistical Mechanics and its Applications - 2020

• Plos one - 2021 | 2020

• Progress in Artificial Intelligence - 2021

• Scientific Programming - 2021 | 2020

• Scientific Reports - 2020

• Security and Communication Networks - 2022 | 2021 | 2020

• Sensors - 2022 | 2021

• SN Business & Economics - 2021

• SN Computer Science - 2022 | 2021

• Soft Computing - 2022 | 2021 | 2020

• Software: Practice and Experience - 2020

• Sustainability - 2021

• Symmetry - 2020

• Technological Forecasting and Social Change - 2021

• The Computer Journal - 2021 | 2020

• The North American Journal of Economics and Finance - 2021

• The Journal of Finance and Data Science - 2020

• The Journal of Financial Data Science - 2022

• The Journal of Supercomputing - 2021 | 2020

• Web Intelligence - 2020

• Wireless Communications and Mobile Computing - 2021 | 2020

• World Wide Web - 2022 | 2021

Conferences

• AAAI - 2023 | 2022 | 2021 | 2020

• BigData - 2022 | 2020

• CAC - 2020

• CIKM - 2022 | 2021 | 2020

• DASFAA - 2022

• DSAA - 2021

• EMNLP - 2020

• FUSION - 2020

• ICAISC - 2021

• ICASSP - 2023 | 2021

• ICDE - 2023

• ICDM - 2022 | 2020

• ICML - 2020

• ICONIP - 2021

• ICTAI - 2020

• IJCAI - 2021 | 2020

• IJCNN - 2022 | 2021 | 2020

• KDD - 2021

• KSEM - 2022

• NAACL - 2021

• Operations Research Forum - 2021

• SDM - 2021

• SIGIR - 2020

• SMC - 2020

• SSCI - 2020

• WISE - 2020

• WSDM - 2023

• WWW - 2021 | 2020