About

Benchmarks

No evaluation results yet. Help compare methods by submit evaluation metrics.

Datasets

Latest papers with code

Improving S&P stock prediction with time series stock similarity

8 Feb 2020liorsidi/StockSimilarity

Stock market prediction with forecasting algorithms is a popular topic these days where most of the forecasting algorithms train only on data collected on a particular stock.

STOCK PREDICTION TIME SERIES

17
08 Feb 2020

DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News

20 Dec 2019Xinyi6/DP-LSTM-Differential-Privacy-inspired-LSTM-for-Stock-Prediction-Using-Financial-News

In this paper, we propose a novel deep neural network DP-LSTM for stock price prediction, which incorporates the news articles as hidden information and integrates difference news sources through the differential privacy mechanism.

STOCK PREDICTION STOCK PRICE PREDICTION

28
20 Dec 2019

HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction

7 Aug 2019dmis-lab/hats

Methods that use relational data for stock market prediction have been recently proposed, but they are still in their infancy.

GRAPH CLASSIFICATION NODE CLASSIFICATION STOCK PREDICTION

62
07 Aug 2019

Artificial Counselor System for Stock Investment

Proceedings of the AAAI Conference on Artificial Intelligence 2019 bghojogh/Fuzzy-Investment-Counselor

This paper proposes a novel trading system which plays the role of an artificial counselor for stock investment.

PORTFOLIO OPTIMIZATION STOCK PREDICTION STOCK PRICE PREDICTION GENERAL FINANCE COMPUTATIONAL ENGINEERING, FINANCE, AND SCIENCE GENERAL ECONOMICS ECONOMICS

3
03 Mar 2019

Stock trend prediction using news sentiment analysis

7 Jul 2016diablordking/TheWolfofWallStreet

The accuracy of the prediction model is more than 80% and in comparison with news random labeling with 50% of accuracy; the model has increased the accuracy by 30%.

SENTIMENT ANALYSIS STOCK PREDICTION STOCK TREND PREDICTION

2
07 Jul 2016