most citedA Deep Learning Framework Integrating CNN and BiLSTM for Financial Systemic Risk Analysis and Prediction

3 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2025

A Data Balancing and Ensemble Learning Approach for Credit Card Fraud Detection

Yuhan Wang

This research introduces an innovative method for identifying credit card fraud by combining the SMOTE-KMEANS technique with an ensemble machine learning model. The proposed model…

cs.LG2025★ 3 cited

A Deep Learning Framework Integrating CNN and BiLSTM for Financial Systemic Risk Analysis and Prediction

Yu Cheng, Zhen Xu, Yuan Chen +3

This study proposes a deep learning model based on the combination of convolutional neural network (CNN) and bidirectional long short-term memory network (BiLSTM) for discriminant…

q-fin.RM2024★ 1 cited

Leveraging Convolutional Neural Network-Transformer Synergy for Predictive Modeling in Risk-Based Applications

Yuhan Wang, Zhen Xu, Yue Yao +2

With the development of the financial industry, credit default prediction, as an important task in financial risk management, has received increasing attention. Traditional credit…