Fracture Characteristics and Tensile Strength Prediction of Rock–Concrete Composite Discs Under Radial Compression by Tengfei Guo, Houqiang Wang, Xuefeng Si, Chengzhi Pu, Zhixiang Liu, Qi Zhang, Weijun Liu

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Highly Accurate Adaptive Federated Forests Based on Resistance to Adversarial Attacks in Wireless Traffic Prediction by Lingyao Wang, Chenyue Pan, Haitao Zhao, Mingyi Ji, Xinren Wang, Junchen Yuan, Miao Liu, Donglai Jiao

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Ensemble machine learning algorithm for anti-VEGF treatment efficacy prediction in diabetic macular edema by Yu Fang, Jianwei Lin, Peiwen Xie, Huishan Zhu, Tsz Kin Ng, Guihua Zhang

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Regularized win ratio regression for variable selection and risk prediction, with an application to a cardiovascular trial by Lu Mao

“…When applied to data from the HF-ACTION trial, the method identified prognostic variables and achieved superior predictive accuracy compared to regularized Cox models, as measured by overall and component-specific concordance indices. …”
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AI Merged With Human Knowledge Produces the Best Possible Weather Forecasts by Stephen G. Penny

“…Abstract A new approach called cross‐attractor transforms (Agarwal et al., 2025, https://doi.org/10.1029/2024gl110472) aims to improve weather forecasts by using neural networks to learn optimal maps between nature and imperfect numerical weather prediction (NWP) models. …”
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Interpretable machine learning leverages proteomics to improve cardiovascular disease risk prediction and biomarker identification by Héctor Climente-González, Min Oh, Urszula Chajewska, Roya Hosseini, Sudipto Mukherjee, Wei Gan, Matthew Traylor, Sile Hu, Ghazaleh Fatemifar, Jonas Ghouse, Paul Pangilinan Del Villar, Erik Vernet, Nils Koelling, Liang Du, Robin Abraham, Chuan Li, Joanna M. M. Howson

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Effects of different wearable sensors and locomotion tasks on machine learning-based joint moment prediction by Jonas Weber, Bernd J. Stetter

“…Other factors, such as task diversity, sample size, ML algorithms, and model evaluation, may have a greater impact on joint moment predictions than different wearable sensor-based model inputs. …”
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Early In-Hospital Mortality Prediction Based on xTimesNet and Time Series Interpretable Methods by Xueyan Wang, Zhengxing Yuan, Zhiqiu Yao, Youwei Yuan, Lanjun Luo

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TabNet for crop yield prediction: promoting sustainability and climate resilience in Saudi Arabian agriculture by Mohammad M. Islam, Majed Alharthi, Rotana S. Alkadi, Rafiqul Islam, Abdul Kadar Muhammad Masum

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Prediction of cancer cell line-specific synergistic drug combinations based on multi-omics data by Jiaqi Chen, Huirui Han, Lingxu Li, Zhengxin Chen, Xinying Liu, Tianyi Li, Xuefeng Wang, Qibin Wang, Ruijie Zhang, Dehua Feng, Lei Yu, Xia Li, Limei Wang, Bing Li, Jin Li

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COVID-19 pandemic and unemployment rate prediction for developing countries of Asia: A hybrid approach. by Lumin Shi, Yousaf Ali Khan, Man-Wen Tian

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A Dynamic Multi-Graph Convolutional Spatial-Temporal Network for Airport Arrival Flow Prediction by Yunyang Huang, Hongyu Yang, Zhen Yan

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A novel approach for predicting microbe-disease associations by bi-random walk on the heterogeneous network. by Shuai Zou, Jingpu Zhang, Zuping Zhang

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Corrosion Rate Analysis and Prediction of the Remaining Life of the Research Vessel to Improve Ship Safety Aspects by Andi Cahyo Prasetyo Tri Nugroho, Cahyo Sasmito, Abid Paripurna Fuadi, Dany Hendrik, Cakra Wijaya Kusuma Rahadi, Rizqi Dian Permana, Noor Muhammad Ridha Fuadi

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PAD-SA: a method for predicting the turnover of scientific researchers based on ADASYN-Stacking algorithm by Tianyi Zhang, Jing Yang, Ru Liu, Qiyuan Feng

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Interpretable Prediction of a Decentralized Smart Grid Based on Machine Learning and Explainable Artificial Intelligence by Ahmet Cifci

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Intelligence Types Predict Different Domains of Emotional Creativity Through Self-Assessed Creativity and Intelligence by Tatiana V. Kornilova, Maria A. Chumakova, Lydia B. Maksarova

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A Robust Framework for Bamboo Forest AGB Estimation by Integrating Geostatistical Prediction and Ensemble Learning by Lianjin Fu, Qingtai Shu, Cuifen Xia, Zeyu Li, Hailing He, Zhengying Li, Shaoyang Ma, Chaoguan Qin, Rong Wei, Qin Xiang, Xiao Zhang, Yiran Zhang, Huashi Cai

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Nomogram to predict periprosthetic joint infection after total hip arthroplasty using laboratory tests by Junzhe Lang, Zetao Dong, Boyuan Shi, Dongdong Wang, Jiandong Yuan, Lei Chen, Jianqing Gao, Anan Sun, Jiyue Huang, Zhiqiang Xue

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Out-of-distribution reject option method for dataset shift problem in early disease onset prediction by Taisei Tosaki, Eiichiro Uchino, Ryosuke Kojima, Yohei Mineharu, Yuji Okamoto, Mikio Arita, Nobuyuki Miyai, Yoshinori Tamada, Tatsuya Mikami, Koichi Murashita, Shigeyuki Nakaji, Yasushi Okuno

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