/DL4Stock

This is the project for deep learning in stock market prediction.

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

  • Annals of Data Science - 2021 | 2020

  • Applied Intelligence - 2021 | 2020

  • Applied Sciences - 2021 | 2020

  • Applied Soft Computing - 2021 | 2020

  • Applied System Innovation - 2021

  • Arabian Journal for Science and Engineering - 2020

  • Archives of Computational Methods in Engineering - 2021 | 2020

  • Axioms - 2021 | 2020

  • CAAI Transactions on Intelligence Technology - 2021

  • Chaos, Solitons & Fractals - 2020

  • China Communications - 2020

  • Cognitive Computation - 2021

  • Complexity - 2021 | 2020

  • Computational Economics - 2021 | 2020

  • Computing - 2020

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

  • Connection Science - 2021

  • Data & Knowledge Engineering - 2020

  • Digital Signal Processing - 2020

  • Discrete Dynamics in Nature and Society - 2020

  • Electronics - 2021

  • Engineering Applications of Artificial Intelligence - 2020

  • Engineering Science and Technology, an International Journal - 2021

  • Entropy - 2021 | 2020

  • EURASIP Journal on Advances in Signal Processing - 2020

  • Expert Systems - 2021 | 2020

  • Expert Systems with Applications - 2021 | 2020

  • Finance Research Letters - 2021 | 2020

  • Financial Innovation - 2021 | 2020

  • Frontiers in Applied Mathematics and Statistics - 2021

  • Future Generation Computer Systems - 2020

  • Future Internet - 2021

  • IEEE Access - 2021 | 2020

  • IEEE Latin America Transactions - 2020

  • IEEE Intelligent Systems - 2020

  • 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

  • Information Fusion - 2021

  • Information Processing & Management - 2020

  • Information Sciences - 2021 | 2020

  • Intelligent Decision Technologies - 2021

  • Intelligent Data Analysis - 2020

  • Intelligent Decision Technologies - 2020

  • International Journal of Approximate Reasoning - 2020

  • International Journal of Computational Intelligence Systems - 2021 | 2020

  • International Journal of Forecasting - 2020

  • International Journal of Intelligent Information Technologies - 2021

  • International Journal of Intelligent Systems - 2021

  • International Journal of System Assurance Engineering and Management - 2021

  • Internet Research - 2021

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

  • Journal of Big Data - 2021 | 2020

  • Journal of Computational and Applied Mathematics - 2020

  • Journal of Computational Methods in Sciences and Engineering - 2021

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

  • Journal of Forecasting - 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 - 2021

  • Journal of Signal Processing Systems - 2020

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

  • Knowledge and Information Systems - 2020

  • Knowledge-Based Systems - 2021 | 2020

  • Machine Learning and Knowledge Extraction - 2021

  • Machine Learning with Applications - 2021

  • Mathematical Biosciences and Engineering - 2021 | 2020

  • Mathematical Problems in Engineering - 2021 | 2020

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  • Mobile Networks and Applications - 2020

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  • Natural Computing - 2021

  • Neural Computing and Applications - 2021 | 2020

  • Neural Networks - 2021

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  • Operational Research - 2021

  • Pattern Recognition - 2021

  • Pattern Recognition Letters - 2021 | 2020

  • PeerJ Computer Science - 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 - 2021 | 2020

  • SN Computer Science - 2021

  • Soft Computing - 2021 | 2020

  • Software: Practice and Experience - 2020

  • Symmetry - 2020

  • The Computer Journal - 2021 | 2020

  • The Journal of Supercomputing - 2021 | 2020

  • Web Intelligence - 2020

  • Wireless Communications and Mobile Computing - 2020

  • World Wide Web - 2021

Conferences