Posts by Collection

Portfolio item number 1

Short description of portfolio item number 1

Portfolio item number 2

Short description of portfolio item number 2

Enhancing Stock Price Forecasting and Trading Strategy through Bidirectional LSTM Integration

Published in 2024 5th International Conference on Machine Learning and Human-Computer Interaction (MLHMI), 2024

This paper proposes a Bidirectional LSTM (Bi-LSTM) architecture for time-series stock price prediction, demonstrating superior accuracy over standard LSTM and a trading strategy that outperforms a buy-and-hold baseline.

Recommended citation: Jiayi Liu, Yufeng Yang, Teng Lin, Chuanhui Peng, and Yancong Deng. (2024). "Enhancing Stock Price Forecasting and Trading Strategy through Bidirectional LSTM Integration." 2024 5th International Conference on Machine Learning and Human-Computer Interaction (MLHMI), pp. 22–25. DOI: 10.1109/MLHMI63000.2024.00013
Download Paper

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!

Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

More information here

Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

More information here

Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.