Analyzing the Risk Factors of Traffic Accident Severity Using a Combination of Random Forest and Association Rules by Jianyu Wang, Shuo Ma, Pengpeng Jiao, Lanxin Ji, Xu Sun, Huapu Lu

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Long-term effects of particulate matter on incident cardiovascular diseases in middle-aged and elder adults: The CHARLS cohort study by Shiyun Lv, Yadi Shi, Yongxi Xue, Yaoyu Hu, Meiling Hu, Shuting Li, Wenhan Xie, Yuan Li, Yixin Ouyang, Zhiwei Li, Mengmeng Liu, Jing Wei, Xiuhua Guo, Xiangtong Liu

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A robust predictive diagnosis model for diabetes mellitus using Shapley-incorporated machine learning algorithms by Chukwuebuka Joseph Ejiyi, Zhen Qin, Joan Amos, Makuachukwu Bennedith Ejiyi, Ann Nnani, Thomas Ugochukwu Ejiyi, Victor Kwaku Agbesi, Chidimma Diokpo, Chidinma Okpara

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Predicting grip strength-related frailty in middle-aged and older Chinese adults using interpretable machine learning models: a prospective cohort study by Lisheng Yu, Lisheng Yu, Shunshun Cao, Botian Song, Yangyang Hu

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Development and validation of an interpretable radiomic nomogram for severe radiation proctitis prediction in postoperative cervical cancer patients by Chaoyi Wei, Xinli Xiang, Xiaobo Zhou, Siyan Ren, Qingyu Zhou, Wenjun Dong, Haizhen Lin, Saijun Wang, Yuyue Zhang, Hai Lin, Qingzu He, Yuer Lu, Xiaoming Jiang, Jianwei Shuai, Xiance Jin, Xiance Jin, Congying Xie

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A novel machine learning-based framework to extract the urban flood susceptible regions by Xianzhe Tang, Juwei Tian, Xi Huang, Yuqin Shu, Zhenhua Liu, Shaoqiu Long, Weixing Xue, Luo Liu, Xueming Lin, Wei Liu

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SHAP-powered insights into spatiotemporal effects: Unlocking explainable Bayesian-neural-network urban flood forecasting by Wenhao Chu, Chunxiao Zhang, Heng Li, Laifu Zhang, Dingtao Shen, Rongrong Li

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Comparative analysis of tissue-specific genes in maize based on machine learning models: CNN performs technically best, LightGBM performs biologically soundest by Zijie Wang, Yuzhi Zhu, Zhule Liu, Hongfu Li, Xinqiang Tang, Yi Jiang

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Improving Ultrasonic Testing by Using Machine Learning Framework Based on Model Interpretation Strategy by Siqi Shi, Shijie Jin, Donghui Zhang, Jingyu Liao, Dongxin Fu, Li Lin

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The Impact of Spatiotemporal Effect and Relevant Factors on the Urban Thermal Environment Through the XGBoost-SHAP Model by Junqing Wei, Yonghua Li, Liqi Jia, Benteng Liu, Yuehan Jiang

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Interpretable machine learning models for predicting clinical pregnancies associated with surgical sperm retrieval from testes of different etiologies: a retrospective study by Shun-shun Cao, Xiao-ming Liu, Bo-tian Song, Yang-yang Hu

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Solubilization of inclusion bodies: insights from explainable machine learning approaches by Cornelia Walther, Michael C. Martinetz, Anja Friedrich, Anne-Luise Tscheließnig, Anne-Luise Tscheließnig, Martin Voigtmann, Alexander Jung, Cécile Brocard, Erich Bluhmki, Erich Bluhmki, Jens Smiatek, Jens Smiatek, Jens Smiatek

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Assessment of a New Solar Radiation Nowcasting Method Based on FY-4A Satellite Imagery, the McClear Model and SHapley Additive exPlanations (SHAP) by Dongyu Jia, Liwei Yang, Xiaoqing Gao, Kaiming Li

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Synthetic minority over-sampling technique-enhanced machine learning models for predicting recurrence of postoperative chronic subdural hematoma by Zhihui Ni, Zhihui Ni, Yehao Zhu, Yehao Zhu, Yiwei Qian, Yiwei Qian, Xinbo Li, Xinbo Li, Zhenqiu Xing, Zhenqiu Xing, Yinan Zhou, Yinan Zhou, Yu Chen, Yu Chen, Lijie Huang, Lijie Huang, Jianjing Yang, Jianjing Yang, Qichuan Zhuge, Qichuan Zhuge

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Explainable artificial intelligence model for the prediction of undrained shear strength by Ho-Hong-Duy Nguyen, Thanh-Nhan Nguyen, Thi-Anh-Thu Phan, Ngoc-Thi Huynh, Quoc-Dat Huynh, Tan-Tai Trieu

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Shapley additive explanation on machine learning predictions of fatigue lifetimes in piston aluminum alloys under different manufacturing and loading conditions by Mahmood Matin, Mohammad Azadi

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Soft computing models for prediction of bentonite plastic concrete strength by Waleed Bin Inqiad, Muhammad Faisal Javed, Kennedy Onyelowe, Muhammad Shahid Siddique, Usama Asif, Loai Alkhattabi, Fahid Aslam

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Shapley-Additive-Explanations-Based Factor Analysis for Dengue Severity Prediction using Machine Learning by Shihab Uddin Chowdhury, Sanjana Sayeed, Iktisad Rashid, Md. Golam Rabiul Alam, Abdul Kadar Muhammad Masum, M. Ali Akber Dewan

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Application of interpretable machine learning algorithms to predict distant metastasis in osteosarcoma by Bing‐li Bai, Zong‐yi Wu, She‐ji Weng, Qing Yang

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Understanding the Influence of AST-JS for Improving Malicious Webpage Detection by Muhammad Fakhrur Rozi, Seiichi Ozawa, Tao Ban, Sangwook Kim, Takeshi Takahashi, Daisuke Inoue

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