Interpretability - Articles - Scientific Research Publishing

New Trend in Fintech: Research on Artificial Intelligence Model Interpretability in Financial Fields (Articles)

Han Yan, Sheng Lin

Open Journal of Applied Sciences Vol.9 No.10，October 24, 2019

DOI: 10.4236/ojapps.2019.910062 1,515 Downloads 3,564 Views Citations
MMGCF: Generating Counterfactual Explanations for Molecular Property Prediction via Motif Rebuild (Articles)

Xiuping Zhang, Qun Liu, Rui Han

Journal of Computer and Communications Vol.13 No.1，January 31, 2025

DOI: 10.4236/jcc.2025.131011 86 Downloads 553 Views Citations
Optimization of Complex Spray Drying Operations in Manufacturing Using Machine Learning: Evaluating Techniques for Energy Efficiency and Product Quality Enhancement (Articles)

Lawrence A. Farinola, Daulet Bazarkhan

Open Journal of Applied Sciences Vol.15 No.9，September 17, 2025

DOI: 10.4236/ojapps.2025.159179 32 Downloads 227 Views Citations
Unlocking Causal Relationships in Commercial Banking Risk Management: An Examination of Explainable AI Integration with Multi-Factor Risk Models (Articles)

Bing Hu, Yi Wu

Journal of Financial Risk Management Vol.12 No.3，September 28, 2023

DOI: 10.4236/jfrm.2023.123014 474 Downloads 1,836 Views Citations
Research on the Application of Machine Learning in Financial Anomaly Detection (Articles)

Qiye Wang

iBusiness Vol.16 No.4，November 28, 2024

DOI: 10.4236/ib.2024.164012 137 Downloads 1,036 Views Citations
Explainable Credit Intelligence: A Unified SHAP-Based Framework for Interpretable Risk Scoring across Corporate and Retail Lending Domains (Articles)

Omoshola Owolabi

Journal of Data Analysis and Information Processing Vol.13 No.4，November 13, 2025

DOI: 10.4236/jdaip.2025.134030 31 Downloads 154 Views Citations
The Influence of Prior Sensory Context on Meditative Neural States (Articles)

Shenhan Qiu

Journal of Behavioral and Brain Science Vol.15 No.12，December 22, 2025

DOI: 10.4236/jbbs.2025.1512016 12 Downloads 74 Views Citations
Explainable Machine Learning in Risk Management: Balancing Accuracy and Interpretability (Articles)

Mengdie Wang, Xuguang Zhang, Yongbin Yang, Jiyuan Wang

Journal of Financial Risk Management Vol.14 No.3，July 14, 2025

DOI: 10.4236/jfrm.2025.143011 120 Downloads 839 Views Citations
Predicting Treatment Response in Bipolar Disorder Using Biomarker Profiles and Machine Learning Models (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8，August 18, 2025

DOI: 10.4236/oalib.1113871 30 Downloads 273 Views Citations

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