Explainable Machine Learning - Articles - Scientific Research Publishing

An Explainable Wavelet-Based Feature Decomposition and Machine Learning Framework for Land Cover Classification (Articles)

Saviour Mantey, Richmond Akwasi Nsiah, Maame Boama Poku

Open Journal of Applied Sciences Vol.16 No.1, January 4, 2026

DOI: 10.4236/ojapps.2026.161005 57 Downloads 458 Views Citations
Machine Learning Methods in Competitive Swimming Analysis: Paradigm Evolution, Architectural Framework, and Future Prospects (Articles)

Sujing Su, Houwei Zhu

Open Access Library Journal Vol.13 No.1, January 14, 2026

DOI: 10.4236/oalib.1114824 43 Downloads 315 Views Citations
Innovative XAI Approaches for Predicting Cardiovascular Diseases (Articles)

Nourchen Zaghden Dammak, Hala Bezine, Ahmed Said Nouri, Nabil Derbel

Open Access Library Journal Vol.12 No.10, October 28, 2025

DOI: 10.4236/oalib.1114071 43 Downloads 400 Views Citations
Explainable AI: Enhancing Clinician Trust and Accuracy in Prostate Cancer Diagnosis (Articles)

Abdelrahman Elsharif Karrar

Journal of Intelligent Learning Systems and Applications Vol.18 No.2, March 12, 2026

DOI: 10.4236/jilsa.2026.182006 88 Downloads 494 Views Citations
Integrating Explainable Artificial Intelligence (XAI) in Forensic Psychiatry: Opportunities and Challenges (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.11 No.12, December 6, 2024

DOI: 10.4236/oalib.1112518 136 Downloads 965 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 96 Downloads 535 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 77 Downloads 500 Views Citations
Predicting Primary School Student Dropout Risk: A Machine Learning Framework for Early Intervention (Articles)

Samuel Ocen, Musitapha Katalihwa, Derrick Mwanje

Journal of Intelligent Learning Systems and Applications Vol.17 No.4, November 10, 2025

DOI: 10.4236/jilsa.2025.174017 59 Downloads 475 Views Citations
Multinomial Statistical Modeling for Predictive Detection and Security of Suspicious Transactions in a Digital Wallet (Articles)

Adlès Francis Kouassi, Pacôme Brou, Kadokan Coulibaly, Souleymane Oumtanaga

Open Journal of Safety Science and Technology Vol.15 No.4, December 23, 2025

DOI: 10.4236/ojsst.2025.154021 56 Downloads 339 Views Citations
Archaic Methods in a Data Rich World: Why Educational Research Must Embrace AI Research Methods (Articles)

Thomas Mgonja

Open Journal of Social Sciences Vol.13 No.11, November 25, 2025

DOI: 10.4236/jss.2025.1311030 52 Downloads 331 Views Citations
The Double-Edged Sword of AI in Cybersecurity: Organizational Risks, Defensive Strategies, and Governance Implications (Articles)

Nonye Peter Awurum

Open Access Library Journal Vol.12 No.11, November 7, 2025

DOI: 10.4236/oalib.1114211 75 Downloads 668 Views Citations
Early Alzheimer’s Disease Detection from Short Speech Samples Using Lightweight, Interpretable Linguistic Markers (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.12, December 25, 2025

DOI: 10.4236/oalib.1114599 43 Downloads 346 Views Citations
Lithium Associated Chronic Kidney Disease Prediction Using Explainable Machine Learning: A Comprehensive Modelling and Interpretation Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1114920 31 Downloads 207 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 195 Downloads 1,403 Views Citations
Socio-Behavioral and Spatial Determinants of HIV/AIDS Incidence in Ghana: An Ecological Cross-Sectional Study with Explainable Machine Learning (Articles)

Valentine Golden Ghanem

Advances in Infectious Diseases Vol.15 No.4, October 11, 2025

DOI: 10.4236/aid.2025.154050 70 Downloads 635 Views Citations
A Machine Learning Framework for Mood State Classification in Bipolar Disorder Using Clinical Features (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 21, 2025

DOI: 10.4236/oalib.1113869 56 Downloads 404 Views Citations
Credit Risk Modeling in Banking: A Comparative Analysis of Logistic Regression and Machine Learning Approaches (Articles)

Usmanov Firdavs, Wei Wang

Journal of Computer and Communications Vol.14 No.4, April 27, 2026

DOI: 10.4236/jcc.2026.144008 29 Downloads 199 Views Citations
Pharmacogenomic Approaches to Predicting Susceptibility to Neuroleptic Malignant Syndrome and Severe Anticholinergic Adverse Effects: A Multi-Modal Explainable AI Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.6, June 23, 2025

DOI: 10.4236/oalib.1113517 64 Downloads 1,009 Views Citations
Survey of Machine Learning Algorithms for Disease Diagnostic (Articles)

Meherwar Fatima, Maruf Pasha

Journal of Intelligent Learning Systems and Applications Vol.9 No.1, January 24, 2017

DOI: 10.4236/jilsa.2017.91001 34,562 Downloads 53,648 Views Citations
AutoGluon-Based Sales Forecasting a Real-Time Predictive Analytics Solution for Business Intelligence (Articles)

Fahamgeer Mahesar, Anam Ishaq, Malaika Riaz, Muhammad Bilal, Tanzeela Kousar, Aqsa Jameel

Journal of Data Analysis and Information Processing Vol.12 No.4, September 26, 2024

DOI: 10.4236/jdaip.2024.124027 160 Downloads 1,211 Views Citations

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