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Deep learning

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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Development of advanced progress recognition algorithms for construction monitoring

Lai Yingdong, Lin Zhijun, Ye Zhijie, Zhang Jun

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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FAR-AM: A hybrid attention framework for fire cause classification

Heng Peng, Kun Zhu

published 09 Oct 2025

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An enhanced spatial-temporal graph convolution network with high order features for skeleton-based action recognition

Mohammed H. Al-Hakimi, Ibrar Ahmed, Muhammad Haseeb, Taha H. Rassem Senior Member IEEE, Fahmi H. Quradaa, Rashad S. Almoqbily

published 09 Oct 2025

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Gait recognition using spatio-temporal representation fusion learning network with IMU-based skeleton graph and body partition strategy

Fo Hu, Qinxu Zheng, Xuanjie Ye, Zukang Qiao, Junlong Xiong, Hongsheng Chang

published 08 Oct 2025

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Multi-step ahead streamflow and uncertainty forecasting using a HyMoLAP rainfall-runoff model-based framework integrated with Bayesian neural networks in the Ouémé river basin, Benin

Sianou Ezéckiel Houénafa, Olatunji Johnson, Erick K. Ronoh, Stephen E. Moore

published 07 Oct 2025

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Optimizing hyperparameters of YOLOv10 for arson detection using advanced optimization algorithms

Ali Abbas Abbod, Matheel E. Abdulmunim, Ismail A. Mageed

published 07 Oct 2025

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CEAF: Capsule network enhanced feature fusion architecture for Chinese Named Entity Recognition

Siyu Ma, Guangzhong Liu, Yangshuyi Xu

published 07 Oct 2025

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Short-term passenger flow prediction for urban rail systems: A deep learning approach utilizing multi-source big data

Hongmeng Cui, Bingfeng Si, Dazhuang Chi, Yueqing Li, Ge Li, Yuanmeng Chen

published 06 Oct 2025

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Effective image compression using transformer and residual network for balanced handling of high and low-frequency information

Jianhua Hu, Guixiang Luo, Xiangfei Feng, Zhanjiang Yuan, Jiahui Yang, Wei Nie

published 03 Oct 2025

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DNTB: Dual-branch network model based on transformer and Bi-LSTM for energy consumption prediction in building chiller systems

Andong Chen, Mingtao Wu, Cheng Chen, Chen Chen, Yong Huang, Xiaoyi Lv

published 03 Oct 2025

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Ecological suitability evaluation of traditional village locations in Jiangxi Province based on multi-model integration using artificial intelligence

Cheng Zhang, Jinlin Teng, Peilin Liu, Chunqing Liu

published 01 Oct 2025

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