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Articles (1803)

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1-10 of 1803 results for interpretable predictive modeling

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Select article: Construction of the statistical prediction model for the probability of liver cancer based on interpretable artificial intelligence logic

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Research article

First published 2024-11

Construction of the statistical prediction model for the probability of liver cancer based on interpretable artificial intelligence logic

Zhongxing Wang

Intelligent Decision Technologies

Select article: A high-dimensional abstraction Transformer model for high dam deformation prediction under the interpretability perspective

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Research article

First published 2026

A high-dimensional abstraction Transformer model for high dam deformation prediction under the interpretability perspective

Jianghan Xue, Chen Chen, Zongxian Liu [...]

Structural Health Monitoring

Select article: Interpretable subgroup learning-based modeling framework: Study of diabetic kidney disease prediction

Open access

Research article

First published 2024-10

Interpretable subgroup learning-based modeling framework: Study of diabetic kidney disease prediction

Bo Liu, Xiangzhou Zhang, Kang Liu [...]

Health Informatics Journal

Select article: An interpretable model for stock trading volume prediction based on interval belief rule base with adaptive rule

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Research article

First published 2026

An interpretable model for stock trading volume prediction based on interval belief rule base with adaptive rule

Xiaokang Gao, Jiabing Wu, Wei He [...]

Intelligent Data Analysis: An International Journal

Select article: Displacement behavior interpretation and prediction model of concrete gravity dams located in cold area

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Research article

First published 2023-7

Displacement behavior interpretation and prediction model of concrete gravity dams located in cold area

Dongyang Yuan, Chongshi Gu, Bowen Wei [...]

Structural Health Monitoring

Select article: Improving Hepatitis B outcome prediction with ensemble machine learning: A study on predictive models and interpretability

Open access

Research article

First published 2025

Improving Hepatitis B outcome prediction with ensemble machine learning: A study on predictive models and interpretability

Abid Bin Ahosan, Forhadul Islam, Khandaker Mohammad Mohi Uddin [...]

DIGITAL HEALTH

Select article: Understanding the Impact of Individual Nucleotide on Oxford Nanopore Current Signals With Interpretable Prediction Models

Open access

Research article

First published 2025

Understanding the Impact of Individual Nucleotide on Oxford Nanopore Current Signals With Interpretable Prediction Models

Yenan Wang, Zhixing Wu, Jia Meng

Bioinformatics and Biology Insights

Select article: Comparative analysis of deep learning and tree-based models in power demand prediction: Accuracy,interpretability,and computational efficiency

Open access

Research article

First published 2025-7

Comparative analysis of deep learning and tree-based models in power demand prediction: Accuracy,interpretability,and computational efficiency

Bowen Yang, Mustafa Gül, Yuxiang Chen

Journal of Building Physics

Select article: Interpretable tree-based machine learning models with SHAP-GAM analysis for predicting blasting vibration

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Research article

First published 2025

Interpretable tree-based machine learning models with SHAP-GAM analysis for predicting blasting vibration

Xianyang Qiu, Weizhong Chen, Wenbo Shen [...]

Journal of Vibration and Control

Select article: Prediction Model of Ocular Metastases in Gastric Adenocarcinoma: Machine Learning-Based Development and Interpretation Study

Open access

Research article

First published 2024

Prediction Model of Ocular Metastases in Gastric Adenocarcinoma: Machine Learning-Based Development and Interpretation Study

Jie Zou, Yan-Kun Shen, Shi-Nan Wu [...]

Technology in Cancer Research & Treatment

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