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Modeling the global ocean distribution of dissolved cadmium based on machine learning—SHAP algorithm
Jiang, Ziyuan, Liao, Enhui, Li, Ziang, Zhang, Ruifeng
Published in The Science of the total environment (01.01.2025)
Published in The Science of the total environment (01.01.2025)
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Journal Article
Development of a High‐Performance Ultrasound Prediction Model for the Diagnosis of Endometrial Cancer: An Interpretable XGBoost Algorithm Utilizing SHAP Analysis
Lai, Hongwei, Wu, Qiumei, Weng, Zongjie, Lyu, Guorong, Yang, Wenmin, Ye, Fengying
Published in Journal of ultrasound in medicine (29.09.2025)
Published in Journal of ultrasound in medicine (29.09.2025)
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Journal Article
Improving the prediction of global solar radiation using interpretable boosting algorithms coupled SHAP and LIME analysis: a comparative study: Improving the prediction of global solar radiation using interpretable boosting algorithms coupled SHAP and LIME analysis: a comparative study
Merabet, Khaled, Daif, Noureddine, Di Nunno, Fabio, Granata, Francesco, Difi, Salah, Kisi, Ozgur, Heddam, Salim, Kim, Sungwon, Zounemat-Kermani, Mohammad
Published in Theoretical and applied climatology (01.05.2025)
Published in Theoretical and applied climatology (01.05.2025)
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Journal Article
A Hybrid CNN–GRU–LSTM Algorithm with SHAP-Based Interpretability for EEG-Based ADHD Diagnosis
Baibulova, Makbal, Aitimov, Murat, Burganova, Roza, Abdykerimova, Lazzat, Sabirova, Umida, Seitakhmetova, Zhanat, Uvaliyeva, Gulsiya, Orynbassar, Maksym, Kassekeyeva, Aislu, Kassim, Murizah
Published in Algorithms (01.08.2025)
Published in Algorithms (01.08.2025)
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Journal Article
Developing Nurse‐Accessible Hypertension Prediction Tools for Low‐Income Populations: A Comparative Analysis of Machine Learning Algorithms With SHAP Interpretation
Huang, Chuan, Xu, Jiaojiao, Qiu, Hai, Yue, Yuchuan
Published in International journal of nursing practice (01.10.2025)
Published in International journal of nursing practice (01.10.2025)
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Journal Article
Forecasting gold price with the XGBoost algorithm and SHAP interaction values
Jabeur, Sami Ben, Mefteh-Wali, Salma, Viviani, Jean-Laurent
Published in Annals of operations research (01.03.2024)
Published in Annals of operations research (01.03.2024)
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Journal Article
Degradation prediction and explainable analyses of the corroded subsea pipelines based on INSGAII-PGNN and SHAP algorithm
Chen, Qian, Huang, Wei, Wen, Ya, Wang, Bohong, Liu, Gang
Published in Ocean engineering (01.08.2025)
Published in Ocean engineering (01.08.2025)
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Journal Article
Analysis of the spatial heterogeneity of glacier melting in Tibet Autonomous Region and its influential factors using the K-means and XGBoost-SHAP algorithms
Xu, Tingting, Tian, Aohua, Gao, Jay, Yan, Haoze, Liu, Chang
Published in Environmental modelling & software : with environment data news (01.11.2024)
Published in Environmental modelling & software : with environment data news (01.11.2024)
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Journal Article
Predicting response to anti-VEGF therapy in neovascular age-related macular degeneration using random forest and SHAP algorithms
Zhang, Peng, Duan, Jialiang, Wang, Caixia, Li, Xuejing, Su, Jing, Shang, Qingli
Published in Photodiagnosis and photodynamic therapy (01.06.2025)
Published in Photodiagnosis and photodynamic therapy (01.06.2025)
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Journal Article