SHAP Interpretability - Articles - Scientific Research Publishing

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 73 Downloads 414 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 1,592 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 508 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 281 Views Citations
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 1,632 Downloads 3,873 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 848 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 101 Downloads 506 Views Citations
Real-Time Fraud Detection Using Machine Learning (Articles)

Benjamin Borketey

Journal of Data Analysis and Information Processing Vol.12 No.2, May 17, 2024

DOI: 10.4236/jdaip.2024.122011 713 Downloads 8,218 Views Citations
Insights into Manipulation: Unveiling Tampered Images Using Modified ELA, Deep Learning, and Explainable AI (Articles)

Md. Mehedi Hasan, Md. Masud Rana, Abu Sayed Md. Mostafizur Rahaman

Journal of Computer and Communications Vol.12 No.6, June 27, 2024

DOI: 10.4236/jcc.2024.126009 310 Downloads 1,601 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 587 Downloads 2,244 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 191 Downloads 1,540 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 105 Downloads 652 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 62 Downloads 399 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 39 Downloads 265 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 25 Downloads 119 Views Citations
Research on Telecom Customer Churn Prediction Based on GA-XGBoost and SHAP (Articles)

Ke Peng, Yan Peng

Journal of Computer and Communications Vol.10 No.11, November 28, 2022

DOI: 10.4236/jcc.2022.1011008 547 Downloads 2,818 Views Citations
Comparative Analysis of GABAergics vs. Opioids in Chronic Pain Management (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.11 No.11, November 18, 2024

DOI: 10.4236/oalib.1112388 66 Downloads 522 Views Citations
A Dual-Channel Prediction-Interpretation Framework with Pre-Trained Language Models and SHAP Explainability (Articles)

Hui Nie, Xiaoyan Wu

Journal of Computer and Communications Vol.13 No.3, March 26, 2025

DOI: 10.4236/jcc.2025.133009 113 Downloads 601 Views Citations
Explainable AI for Stratifying Drug-Related Fetal Risk in Pregnancy: A Model-Based Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 9, 2025

DOI: 10.4236/oalib.1113508 77 Downloads 502 Views Citations
Comparative Analysis of Anticholinergic Burden and Cognitive Decline in Elderly Patients on Long-Term Neuroleptic Therapy (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 9, 2025

DOI: 10.4236/oalib.1113511 47 Downloads 376 Views Citations

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