Andrea-Chenjia-Pan / 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

• AI Open - 2021

• Algorithms - 2021

• Annals of Data Science - 2021 | 2020

• Applied Artificial Intelligence - 2021

• Applied Economics Letters - 2021

• Applied Intelligence - 2022 | 2021 | 2020

• Applied Sciences - 2022 | 2021 | 2020

• Applied Soft Computing - 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 - 2021

• Chaos, Solitons & Fractals - 2020

• China Communications - 2020

• CMC-Computers, Materials & Continua - 2022

• Cognitive Computation - 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 - 2022 | 2021

• Computing - 2020

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

• Connection Science - 2022 | 2021

• 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 - 2022 | 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 - 2022 | 2021 | 2020

• Finance Research Letters - 2022 | 2021 | 2020

• Financial Innovation - 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 - 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 - 2021

• Information Processing & Management - 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 - 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 - 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 - 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 - 2022 | 2021 | 2020

• Kybernetes - 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 - 2022 | 2021 | 2020

• Mobile Networks and Applications - 2020

• Multimedia Systems - 2021

• Multimedia Tools and Applications - 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 - 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 - 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 - 2022 | 2021 | 2020

• BigData - 2020

• CAC - 2020

• CIKM - 2021 | 2020

• DASFAA - 2022

• DSAA - 2021

• EMNLP - 2020

• FUSION - 2020

• ICAISC - 2021

• ICASSP - 2021

• ICDM - 2020

• ICML - 2020

• ICONIP - 2021

• ICTAI - 2020

• IJCAI - 2021 | 2020

• IJCNN - 2021 | 2020

• KDD - 2021

• KSEM - 2022

• NAACL - 2021

• Operations Research Forum - 2021

• SDM - 2021

• SIGIR - 2020

• SMC - 2020

• SSCI - 2020

• WISE - 2020

• WWW - 2021 | 2020