Dangxing Chen

Most-cited papers

Interpretable Selective Learning in Credit Risk
Dangxing Chen, Jiahui Ye, Weicheng Ye
2022Research In International Business and Finance30 citations Open access
Semantic Scholar
A Numerical Framework for Integrating Deferred Correction Methods to Solve High Order Collocation Formulations of ODEs
Wen-Zhen Qu, Namdi Brandon, Dangxing Chen, Jing-Fang Huang +1 more
2015Journal of Scientific Computing26 citations
Semantic Scholar
Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring
Dangxing Chen, Weicheng Ye
2022International Conference on AI in Finance25 citations Open access
Semantic Scholar
A heterogeneous FMM for layered media Helmholtz equation I: Two layers in R2
Min Hyung Cho, Jing-Fang Huang, Dangxing Chen, W. Cai
2017Journal of Computational Physics19 citations Open access
Semantic Scholar
A Note on QR-Based Model Reduction: Algorithm, Software, and Gravitational Wave Applications
H. Antil, Dangxing Chen, Scott E. Field
2018Computing in science & engineering (Print)12 citations Open access
Semantic Scholar
How to address monotonicity for model risk management?
Dangxing Chen, Weicheng Ye
2023International Conference on Machine Learning10 citations Open access
Semantic Scholar
Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance
Dangxing Chen, Luyao Zhang
2023arXiv.org9 citations Open access
Semantic Scholar
Generalized Groves of Neural Additive Models: Pursuing Transparent Machine Learning Models in Finance
Dangxing Chen, Weicheng Ye
2022IEEE Conference on Computational Intelligence for Financial Engineering & Economics7 citations
Semantic Scholar
Analysis of Performance Measure in Q Learning with UCB Exploration
Weicheng Ye, Dangxing Chen
2022Mathematics6 citations Open access
Semantic Scholar
Learning Algorithm in Two-Stage Selective Prediction
Weicheng Ye, Dangxing Chen, Ilqar Ramazanli
20222022 Asia Conference on Algorithms, Computing and Machine Learning (CACML)3 citations
Semantic Scholar
Why Groups Matter: Necessity of Group Structures in Attributions
Dangxing Chen, Jingfeng Chen, Wei-Cheng Ye
2024International Conference on AI in Finance2 citations Open access
Semantic Scholar
Can I Trust the Explanations? Investigating Explainable Machine Learning Methods for Monotonic Models
Dangxing Chen
2023arXiv.org2 citations Open access
Semantic Scholar
Two-stage Modeling for Prediction with Confidence
Dangxing Chen
2022IEEE International Conference on Tools with Artificial Intelligence2 citations Open access
Semantic Scholar
On the Gauss Runge-Kutta and Method of Lines Transpose for Initial-Boundary Value Parabolic PDEs
Bo Zhang, Dangxing Chen, Jing-Fang Huang
20182 citations
Semantic Scholar
Shapley in context: explaining financial language with domain expertize
Dangxing Chen, Pengzhan Guo
2026European Journal of Finance0 citations
Semantic Scholar
Does the leverage effect affect the return distribution?
Dangxing Chen
2019Social Science Research Network0 citations Open access
Semantic Scholar
Spatio-temporal integral equation methods with applications
Dangxing Chen
20170 citations
Semantic Scholar