Kernel-based Hybrid Interpretable Transformer for High-frequency Stock Movement Prediction

Author:

Lin Fan1,Li Pengfei2,Lin Yuanguo1,Chen Zhennan1,You Huanyu3,Feng Shibo1

Affiliation:

1. Xiamen University,School of Informatics,Xiamen,China

2. Xiamen University,Institute of Artificial Intelligence,Xiamen,China

3. Xiamen University Malaysia,School of Computing and Data Science,Selangor State,Malaysia

Publisher

IEEE

Reference45 articles.

1. Modeling the Stock Relation with Graph Network for Overnight Stock Movement Prediction

2. The econometrics of financial markets

3. A novel graph convolutional feature based convolutional neural network for stock trend prediction

4. Tensor-Train Decomposition

5. Transformer-based capsule network for stock movement prediction;liu;Proceedings of the First Workshop on Financial Technology and Natural Language Processing,2019

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1. Asformer: Learning From Adjacent Scale;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

2. HPMG-Transformer: HP Filter Multi-Scale Gaussian Transformer for Liquor Stock Movement Prediction;IEEE Access;2024

3. The Battle of Information Representations: Comparing Sentiment and Semantic Features for Forecasting Market Trends;Communications in Computer and Information Science;2024

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