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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 - 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 - 2021 | 2020

  • Artificial Intelligence Review - 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

  • Digital Signal Processing - 2020

  • Discrete Dynamics in Nature and Society - 2020

  • Economics Letters - 2021

  • Electronics - 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 - 2021 | 2020

  • IEEE Transactions on Neural Networks and Learning Systems - 2020

  • 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 - 2021

  • Neural Processing Letters - 2022

  • Neurocomputing - 2022 | 2021 | 2020

  • Operational Research - 2021

  • Pattern Recognition - 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