Factors influencing rideshare satisfaction in a university community by Deema Almaskati, Sharareh Kermanshachi, Jay Michael Rosenberger, Apurva Pamidimukkala, Chen Kan, Ann Foss

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Determining the Influence of Real Estate Features on Prices with Partial Dependence Plots: A Case Study in Szczecin, Poland by Gnat Sebastian

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An interpretable deep learning model for the accurate prediction of mean fragmentation size in blasting operations by Baoqian Huan, Xianglong Li, Jianguo Wang, Tao Hu, Zihao Tao

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Clarifying causality and information flows between time series: Particulate air pollution, temperature, and elderly mortality by Louis Anthony Cox, Jr

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Development and validation of an interpretable machine learning model for predicting hyperuricemia risk: Based on environmental chemical exposure by Xiaochuan Lu, Huawei Kou, Cong Li, Runqing Zhan, Rongrong Guo, Shengnan Liu, Peixuan Shen, Meiyue Shen, Tingwei Du, Jiaqi Lu, Xiaoli Shen

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AI-Based Variable Importance Analysis of Mechanical and ASR Properties in Activated Waste Glass Mortar by Fei Wu, Xin Zhang, Yanan Zhang, Dong Wang, Hua Tian, Jing Xu, Wei Luo, Yuzhuo Zhang

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Improving the Interpretability of ANN-Based Predictions of Lattice Constants in Aliovalently Doped Perovskites Using Partial Dependence Plots by Abdullah Alharthi, Abdulgafor Alfares, Yusuf Abubakar Sha’aban, Dahood Ademuyiwa Adegbite

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Machine learning helps reveal key factors affecting tire wear particulate matter emissions by Zhenyu Jia, Jiawei Yin, Tiange Fang, Zhiwen Jiang, Chongzhi Zhong, Zeping Cao, Lin Wu, Ning Wei, Zhengyu Men, Lei Yang, Qijun Zhang, Hongjun Mao

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Advancing digital soil mapping with multi-year crop cover data: Impacts on model accuracy and soil interpretation by Babak Kasraei, Margaret G. Schmidt, Daniel D. Saurette, Chuck E. Bulmer, Jin Zhang, Travis Pennell, Kingsley John, Brandon Heung

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Spatiotemporal evolution characteristics and driving mechanisms of wildfires in China under the context of climate change and human activities by Guozhuang Zhang, Leyi Zhang, Xia Li, Xiaohua Feng, Yaru Wang, Jingchao Guo, Peizhe Li, Xindong Wei

Subjects: “…Shapley Additive Explanations-Partial Dependence Plots (SHAP-PDP)…”
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Urban landscape patterns and residents’ perceptions of safety under extreme city flood disasters by Wei Ma, Yingjie Du, Yuxiao Wang, Quanxiu Chen, Huaxiong Jiang, Runting Cai, Tianshun Gu, Wenxin Zhang

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Explaining drivers of housing prices with nonlinear hedonic regressions by Heng Wan, Pranab K. Roy Chowdhury, Jim Yoon, Parin Bhaduri, Vivek Srikrishnan, David Judi, Brent Daniel

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Combinatorial machine learning approaches for high-rise building cost prediction and their interpretability analysis by Zenghui Liu, Jing Lin

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Developing an interpretable machine learning predictive model of chronic obstructive pulmonary disease by serum PFAS concentration by Xiaomei Shao, Ling Zhang, Yuting Wang, Youmei Ying, Xueqin Chen

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Interpretable machine learning algorithms reveal gut microbiome features associated with atopic dermatitis by Jingtai Ma, Jingtai Ma, Yiting Fang, Yiting Fang, Shiqi Li, Shiqi Li, Lilian Zeng, Siyi Chen, Zhifeng Li, Guiyuan Ji, Xingfen Yang, Wei Wu, Wei Wu

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