Model 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 1,633 Downloads 3,878 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 192 Downloads 1,548 Views Citations
Advanced Applications of Fundamental Mathematics in Large Language Processing Models (Articles)

Meng Guo

Journal of Applied Mathematics and Physics Vol.14 No.5, May 15, 2026

DOI: 10.4236/jamp.2026.145086 40 Downloads 277 Views Citations
Revisiting Logistic Regression for Diabetes Prediction: An Interpretable and High-Performance Analysis Using a Public Health Dataset (Articles)

Peter Chimwanda, Edwin Rupi

Voice of the Publisher Vol.12 No.2, May 29, 2026

DOI: 10.4236/vp.2026.122014 27 Downloads 124 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 52 Downloads 518 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 147 Downloads 858 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 103 Downloads 518 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 593 Downloads 2,255 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 106 Downloads 674 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 64 Downloads 410 Views Citations
Comparative Analysis of ML Models for Survival Prediction of Glioblastoma (Articles)

Muna Awel, Dave Rushit, Samantha J. Katner, Mansi Bhavsar

Journal of Computer and Communications Vol.14 No.1, January 19, 2026

DOI: 10.4236/jcc.2026.141002 74 Downloads 426 Views Citations
This article belongs to the Special Issue on Artificial Intelligence in Medicine and Healthcare
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 225 Downloads 1,611 Views Citations
A Multimodal Machine-Learning Framework for Predicting Lithium-Associated Renal Dysfunction from Synthetic Biomarker Trajectories (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 20, 2026

DOI: 10.4236/oalib.1114919 38 Downloads 286 Views Citations
Model Averaging by Stacking (Articles)

Claudio Morana

Open Journal of Statistics Vol.5 No.7, December 30, 2015

DOI: 10.4236/ojs.2015.57079 5,454 Downloads 6,866 Views Citations
This article belongs to the Special Issue on Multivariate Statistical Analysis
Towards Automatic Transformation from UML Model to FSM Model for Web Applications (Articles)

Xi Wang, Huaikou Miao, Liang Guo

Journal of Software Engineering and Applications Vol.1 No.1, December 9, 2008

DOI: 10.4236/jsea.2008.11010 6,406 Downloads 12,042 Views Citations
Model Interpretation Development: Analysis Design of Automatic Control System (Articles)

Guohua Wu, Wenning Liu, Qiuhua Zheng, Zhen Zhang

Journal of Software Engineering and Applications Vol.2 No.2, July 15, 2009

DOI: 10.4236/jsea.2009.22017 6,731 Downloads 11,758 Views Citations
The Models of Investing Schools (Articles)

Jun’e Liu, Lei Chai, Zina Xu

Journal of Applied Mathematics and Physics Vol.4 No.6, June 16, 2016

DOI: 10.4236/jamp.2016.46113 2,048 Downloads 3,173 Views Citations
A Small-Size Macroeconometric Model for Pakistan Economy (Articles)

Muhammad Nadim Hanif, Zulfiqar Hyder, Muhammad Amin Khan Lodhi, Mahmood ul Hassan Khan, Irem Batool

Technology and Investment Vol.2 No.2, June 3, 2011

DOI: 10.4236/ti.2011.22008 7,002 Downloads 13,492 Views Citations
Solving Basic Inventory Models Using Excel (Articles)

Sarbjit Singh

Theoretical Economics Letters Vol.8 No.11, August 6, 2018

DOI: 10.4236/tel.2018.811137 3,065 Downloads 11,575 Views Citations
Application of Markowitz Model to Mongolian Government Budget (Articles)

Ch. Ankhbayar, B. Lkhagvajav, N. Tungalag, R. Enkhbat

iBusiness Vol.11 No.3, September 19, 2019

DOI: 10.4236/ib.2019.113004 959 Downloads 2,250 Views Citations

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