2 papers
cs.LG2024
Integrative Analysis of Financial Market Sentiment Using CNN and GRU for Risk Prediction and Alert Systems
You Wu, Mengfang Sun, Hongye Zheng +3
This document presents an in-depth examination of stock market sentiment through the integration of Convolutional Neural Networks (CNN) and Gated Recurrent Units (GRU), enabling pr…
q-fin.RM2024
Advanced Risk Prediction and Stability Assessment of Banks Using Time Series Transformer Models
Wenying Sun, Zhen Xu, Wenqing Zhang +3
This paper aims to study the prediction of the bank stability index based on the Time Series Transformer model. The bank stability index is an important indicator to measure the he…