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Deep learning

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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Alzheimer’s disease classification using a hybrid deep learning approach with multi-layer U-net segmentation and XAI driven analysis

Muhammad Zubair, Arfan Jaffar, Sadaf Hussain, Sheeraz Akram

published 29 Sep 2025

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Corporate financial distress prediction with multiperiod annual report data: A fusion deep neural network model

Chongren Wang, Pimei Gong, Jiawang Li, Zhiyi Wang

published 26 Sep 2025

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Automatic road damage recognition based on improved YOLOv11 with multi-scale feature extraction and fusion attention mechanism

Linxuan Zhang, Yu Deng, Yuelin Zou

published 26 Sep 2025

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Insulator defect detection in severe weather using improved YOLOv8

Jia Li, Yanjie Wu, Shaojun Zhu

published 25 Sep 2025

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Equitable AI: Exploring the role of gender in poverty estimation models using geospatial data

Seth Goodman, Katherine Nolan, Rachel Sayers, Ariel BenYishay, Jacob Hall, Mavis Zupork Dome, Edem Selormey

published 25 Sep 2025

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Measurement model of credit risk for unlisted agricultural enterprises

Kaihao Liang, Yuqiu Chen, Tinghong Guo, Tieshan He

published 25 Sep 2025

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