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Forecasting

Early diagnosis of Mycoplasma pneumoniae pneumonia: Development and validation of a predictive model based on clinical examination indicators

Yongwei Fan, Jingrun Zhou, Zhaoxi Wang, Huaqin Pan, Jiarui Zhang, Ling Wang, Guqin Zhang

published 05 Oct 2026

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Data-driven and feature-sifting based state-of-health estimation for li-ion batteries using KPCA and NRBO-optimized transformer-LSTM hybrid model

Xiangcai Luo, Jinwei Chen, Haijiang Zhang, Chunhua Hu, Jinyong Zhao, Fei Xu, Rui Zhen, Chengchen Deng, Xi Chen

published 05 Oct 2026

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A forecast-to-dispatch workflow for day-ahead operation of a regional natural gas transmission network based on station-level load prediction and linepack target setting

Ying Liu, Yong Xiao, Zhiping Tang, Simin Zhong, Chenguang Yong, Yuanyuan Tian

published 05 Oct 2026

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Predicting COVID-19 infection among older Syrian refugees in Lebanon: A multi-wave survey

Berthe Abi Zeid, Tanya El Khoury, Sawsan Abdulrahim, Hala Ghattas, Stephen J. McCall

published 01 Oct 2026

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Informed forecasting: Leveraging auxiliary knowledge to boost large language model performance on time series forecasting

Mohammadmahdi Ghasemloo, Alireza Moradi

published 01 Oct 2026

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Using large models and time series forecasting for market reaction analysis

Hong He, Xinhai Li

published 30 Sep 2026

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Rising performance-efficiency demands in female junior tennis: A longitudinal analysis of ITF World Tennis Tour Juniors rankings, 2004–2025

Michal Bozděch

published 29 Sep 2026

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The cost of ensembling: Is it always worth combining global retail forecasting models?

Marco Zanotti

published 29 Sep 2026

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TPE-optimized XGBoost model for fine–grained prediction of tertiary vocational college students’ employment destinations

Juntao Chen, Jinmei Zhan, Xiaodeng Zhou, Jiahua Yao, Su-Kit Tang, Xia Liu

published 28 Sep 2026

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Station-specific thunderstorm forecasting using climate predictors with seasonal decomposition analysis in Bangladesh’s most vulnerable regions

Mohammad Mahboob Hussain Khan, Amrin Binte Ahmed, Adisha Dulmini, Rawfun Nahin Kowbi, Dulsaba Azmain, Muhammad Abu Sufian, Md. Mahin Uddin Qureshi, Mustafizur Rahman, Rumana Rois

published 24 Sep 2026

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An integrated explainable AI framework with counterfactual optimization for decision support

Nusrat Jahan, Jannatul Maua, Uland Rozario, Hashibul Ahsan Shoaib

published 23 Sep 2026

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Distributed electricity–carbon co-optimization of hydrogen energy storage microgrids with dynamic laplace perturbation and model predictive control

Zhongzheng Li, Mengke Liao, Yan Wang, Ruixuan Zhang, Jiawen Sun, Hua Zheng

published 23 Sep 2026

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Performance of machine learning–based prediction models for hypoglycemia in Chinese patients with diabetes: A systematic review and meta-analysis

Jinhua Yan, Yanping Song, Yangmei Du, Fanmin Li

published 22 Sep 2026

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