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Open access

Research article

First published 2024

Addressing Threats to Validity in Supervised Machine Learning: A Framework and Best Practices for Education Researchers

Kylie Anglin

AERA Open

Retricted access

Research article

First published 2020-9

Optimization design framework: Guiding the design of nonlinear structures with experimental data and machine learning

Jiaming Zhou, Longlei Dong, Jian Yan [...]

International Journal of Applied Electromagnetics and Mechanics

Retricted access

Research article

First published 2024-8

Leveraging machine learning for augmenting organizational effectiveness: Analytic hiearchy process framework

Srirang Kumar Jha, Shweta Jha, Monika Arora

Model Assisted Statistics and Applications

Retricted access

Research article

First published 2025-12

Interpretable machine learning for hotel demand prediction: A case study framework from Xiamen,China

Liyao Huang, Weimin Zheng, Suiwen (Sharon) Zou [...]

Tourism Economics

Open access

Research article

First published 2026

Statistical frameworks for reliable machine learning predictions and inference

Francesco Ortame, Francesco Isidori

Statistical Journal of the IAOS

Retricted access

Research article

First published 2025

Machine learning-driven framework for blast vibration assessment in mining sites

Radhakanta Koner, Shagun Bohra, Amit Kumar Mankar [...]

Journal of Vibration and Control

Retricted access

Research article

First published 2022-7

An innovative machine learning based framework for water distribution network leakage detection and localization

Xudong Fan, Xiong (Bill) Yu

Structural Health Monitoring

Free access

Research article

First published 2020-1

Development of a health monitoring and diagnosis framework for fused deposition modeling process based on a machine learning algorithm

Jungsoo Nam, Nanhyeon Jo, Jung Sub Kim [...]

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

Open access

Research article

First published 2023

Predicting the Adsorption Efficiency Using Machine Learning Framework on a Carbon-Activated Nanomaterial

Kalapala Prasad, V. Ravi Kumar, R. Suresh Kumar [...]

Adsorption Science & Technology

Open access

Research article

First published 2023-07

A Robust Machine Learning Framework Built Upon Molecular Representations Predicts CYP450 Inhibition: Toward Precision in Drug Repurposing

Sotiris Ouzounis, Vasilis Panagiotopoulos, Vivi Bafiti [...]

OMICS: A Journal of Integrative Biology

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