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Forecasting

Feature-enhanced iTransformer: A two-stage framework for high-accuracy long-horizon traffic flow forecasting

Yonghui Duan, Yucong Zhang, Xiang Wang, Yuan Xue, Zirong Wang, Di Wu

published 09 Jan 2026

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Integrated forecasting and deep reinforcement learning for price-based self-scheduling of PV-BESS: Utility-scale evidence in Chile

Juan Pérez, Gustavo Lobos, Milena Bonacic

published 09 Jan 2026

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A simplified model for predicting the minimum miscibility pressure of CO₂ flooding in reservoirs of the Ordos Basin

Wei Wang, Qinglong Zhu, Jian Liu, Zhenjie Yao, Shiyu Wang, Peihao Xu

published 08 Jan 2026

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Multi-objective QSAR prediction of ERα antagonists via SHAP-based interpretation

Jinhui Cao, Yanli Liu

published 08 Jan 2026

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A distributed framework for zero-day malware detection using federated ensemble models

Hassan Ishfaq, Jamal Hussain Shah, Rabia Saleem, Maira Afzal

published 07 Jan 2026

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Machine learning-based prediction of the axial load capacity of UHPC strengthened reinforced concrete columns: A comparative analysis

Viet Hai Hoang, Minh Quang Tran, Van Thuc Ngo

published 07 Jan 2026

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Impact of chronic obstructive pulmonary disease on mortality in elderly patients with hip fracture: A retrospective cohort study

Jiaxuan Zhu, Yu Chang, Xiaomin Wang, Yuying Li, Fan Yang, Yuwei Shi, Xiuguo Zhang

published 06 Jan 2026

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An intrinsic dynamics capture network for long-term airspace traffic prediction

Bo Liu, Weizhen Tang, Zhousheng Huang

published 05 Jan 2026

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KALFormer: Knowledge-augmented attention learning for long-term time series forecasting with transformer

Xing Dong, Qianwei Yang, Wenbo Cheng, Yun Zhang

published 05 Jan 2026

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Predictive effects of diabetes-related risk factors for falls in community-dwelling people with diabetic peripheral neuropathy based on a logistic regression model

Eneida Yuri Suda, Cristina Dallemole Sartor, Anice de Campos Passaro, Ricky Watari, Eunice Young Docko, Isabel C. N. Sacco

published 02 Jan 2026

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Research on an intelligent drilling parameter optimization method using sliding window segmentation based on the hydraulic-mechanical specific energy model

Wei Li, Yapeng Liu, Xiang Li, Bowen Deng, Huan Zhao, Lun Zhu, Ullah Zain

published 02 Jan 2026

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Enterprise retail price prediction method based on improved HPO-LSTM algorithm

Wei Zhu

published 02 Jan 2026

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From data to decisions: Predicting inpatient burn mortality with advanced classification models

Yasin Sabet Kouhanjani, Mohammad Sattari, Asghar Ehteshami

published 02 Jan 2026

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