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Forecasting

Resampling methods for class imbalance in clinical prediction models: A scoping review protocol

Osama Abdelhay, Adam Shatnawi, Hassan Najadat, Taghreed Altamimi

published 03 Nov 2025

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HybridoNet-Adapt: A domain-adapted framework for accurate lithium-ion battery RUL prediction

Khoa Tran, Bao Huynh, Tri Le, Lam Pham, Vy-Rin Nguyen, Duong Tran Anh, Hung-Cuong Trinh

published 31 Oct 2025

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Dynamic forecasting and mechanisms of volatility synchronization in complex financial systems

Jiang-Cheng Li, Jin Guo, Rui Ma, Guangyan Zhong

published 31 Oct 2025

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Construction of a prognostic prediction model for concurrent radiotherapy in cervical cancer using GEO and TCGA databases with preliminary validation analysis

Siqi Yang, Liting Liu, Qiuyue Su, Jianan Wang, Jingqi Xia, Xinyao Zhao, Yajuan Sun, Shanshan Yang

published 31 Oct 2025

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Optimizing and forecasting the development of China’s sports industry structure

Fanxiang Zhao, Hongjian Gao

published 31 Oct 2025

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Exploratory analysis of the accuracy of age-based maximal heart rate equations across cardiorespiratory fitness levels

Joel Martin, Bryndan Lindsey, Courtney Gerrity, Jatin Ambegaonkar

published 30 Oct 2025

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Machine learning-driven risk stratification for distant metastasis in gastric cancer: A comparative study of clinical features and composite indices integrated models

Shaoxue Yang, Han Lei

published 30 Oct 2025

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Using fuzzy logic and mathematical models to predict the financial efficiency of industrial enterprises

Yanyan Dong

published 30 Oct 2025

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Ultrasounic-radiomics models for predicting the response to Atezolizumab plus Bevacizumab in patients with unresectable hepatocellular carcinoma

Yiran Li, Zonghan Liu, Yi Qian, Kang Wang, Yijun Gu, Yan Chen, Haozheng Jiang, Shuqun Cheng, Dong Jiang

published 29 Oct 2025

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Credit risk prediction model for listed companies based on improved reinforcement learning and Bayesian optimization hyperband

Cai Yuanqing, Zhenming Gao, Zhang Jian, Roohallah Alizadehsani, Paweł Pławiak

published 28 Oct 2025

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Leveraging spatial data infrastructure for machine learning based building energy performance prediction

Suleyman Sisman, Abdullah Kara, Arif Cagdas Aydinoglu

published 27 Oct 2025

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Porosity prediction from well logging data via a hybrid MABC-LSSVM model

Wei Su, Jie Gao, Wensheng Wu, Haoyu Zhang

published 27 Oct 2025

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MONTUR project: Dataset for understanding and forecasting tourist flows

Marco Alderighi, Tiziana Ciano, Massimiliano Ferrara, Domenico Santoro

published 27 Oct 2025

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