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Forecasting

EGCN: Entropy-based graph convolutional network for anomalous pattern detection and forecasting in real estate markets

Dat Le, Sutharshan Rajasegarar, Wei Luo, Thanh Thi Nguyen, Nhi Vo, Quang Nguyen, Maia Angelova

published 16 Oct 2025

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Transfer learning-driven prediction of oil and gaspipeline corrosion rates in small sample scenarios

Pujun Long, Guopan Yang, Haiyang Liu, Weiwei Deng, Mi Liang

published 16 Oct 2025

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Registered report: Stress testing predictive models of ideological prejudice

Jordan L. Thompson, Abigail L. Cassario, Shree Vallabha, Samantha A. Gnall, Sada Rice, Prachi Solanki, Alejandro Carrillo, Mark J. Brandt, Geoffrey A. Wetherell

published 13 Oct 2025

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Machine learning framework for forecasting air pollution: Evaluating seasonal and climatic influences in Istanbul, Turkey

Nadia AL-Rousan, Hazem Al-Najjar, Ismail A. Elhaty

published 13 Oct 2025

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On the effectiveness of network metrics on key class prediction: An empirical study

Shiyuan Zhou, Wei Wu, Jiale Wang, Hongbing Liu, Chenxiang Yuan

published 10 Oct 2025

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Development and internal validation of multimodal machine learning models for predicting eligibility for mechanical thrombectomy in suspected stroke patients using routinely collected clinical and imaging data

Arjun Agarwal, Nirman Bharti, Tamaghna Ghosh, Satish Golla, Navpreet K. Bains, Rashi Chamadia, Dennis Robert, Preetham Putha, Adnan I. Qureshi

published 10 Oct 2025

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Predictive value of urinary [TIMP-2]•[IGFBP7] for AKI among sepsis, stroke, and cardiac surgery cohorts: A prospective study

Chaoyun Jiang, Cheng Yang, Hui Chen, Xiaofang Jiang, Jiahao Zhang, Juan Felipe Alvarez, Haichuan Yu, Yao Zhu, Lianjiu Su, Zhiyong Peng

published 10 Oct 2025

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Deep learning predictions on a new dataset: Natural gas production and liquid level detection

Dong Wang, Jian Lian, Chengjiang Li, Yanlei Wang

published 09 Oct 2025

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Regional PM_2.5 pollution forecasting using a hybrid model based on multi-scales feature fusion and deep learning algorithms

Yong Zhang, Wenya Zhang, Bo Wu, Weichen Yi

published 09 Oct 2025

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TIC-FusionNet: A multimodal deep learning framework with temporal decomposition and attention-based fusion for time series forecasting

Liyu Chen, Xiangwei Fan

published 09 Oct 2025

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Macroeconomic-aware forecasting of construction costs in developing countries: Using gated recurrent unit and long short-term memory deep learning framework

Majed Alzara, Nadeen Gihad, Heba Abdou, Akram Soltan, AlHussein Hilal, Ahmed Ehab

published 09 Oct 2025

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Outcomes and costs in specialized burn care: Adapting the Quality Cost Indicator (QCI) model for burn care

Raaba S. M. Thambithurai, Willem H. P. van Veghel, Denise van Uden, Jean-Bart Bügel, Anouk Pijpe, Marianne K. Nieuwenhuis, Cornelis H. van der Vlies, Margriet E. van Baar, Angelique E. A. M. Weel-Koenders, on behalf of the National Burn Care, Education & Research group, the Netherlands

published 08 Oct 2025

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BLSAM-TIP: Improved and robust identification of tyrosinase inhibitory peptides by integrating bidirectional LSTM with self-attention mechanism

Saeed Ahmed, Nalini Schaduangrat, Pramote Chumnanpuen, S. M. Hasan Mahmud, Kah Ong Michael Goh, Watshara Shoombuatong

published 08 Oct 2025

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