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UDCFormer: upstream-downstream coupled transformer for midstream water quality forecasting on directed river network
Author: Xinghan, Xu; Lei, Hu; Xingyi, Miao; Xiaoqiang, Chen; Peng, Xiao; Jianwei, Liu; Xiaohui, Yan
Journal: JOURNAL OF BIG DATA. 2026; Vol. 13, Issue 1, pp. -. DOI: 10.1186/s40537-026-01401-z
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A Hybrid Spatio-Temporal transformer with Temporal Aggregation and Spatial Memory for traffic flow predictio
Author: Chen, Linlong; Chen, Linbiao; Wang, Hongyan
Journal: JOURNAL OF BIG DATA. 2026; Vol. 13, Issue 1, pp. -. DOI: 10.1186/s40537-026-01383-y
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Spatiotemporal memory decoupled transformer for traffic flow forecastin
Author: Chen, Linlong; Chen, Linbiao; Wang, Hongyan
Journal: JOURNAL OF BIG DATA. 2026; Vol. 13, Issue 1, pp. -. DOI: 10.1186/s40537-026-01404-w
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DM-trans: a distance-modulated transformer for vessel trajectory prediction with data fusio
Author: Song, Yutong; Zhang, Zhitian; Qiu, Tianhui; Guo, Shuai; Tian, Yanping
Journal: JOURNAL OF BIG DATA. 2026; Vol. 13, Issue 1, pp. -. DOI: 10.1186/s40537-026-01399-4
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A survey of deep learning-based action quality assessment: methods and application
Author: Zhang, Hong-Bo; Cai, Jun-Jie; Qiu, Hong-Ming; Lei, Qing; Liu, Jing-Hua; Zhang, Miao-Hui
Journal: JOURNAL OF BIG DATA. 2026; Vol. 13, Issue 1, pp. -. DOI: 10.1186/s40537-026-01409-5
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An architecture for tactical intention recognition of aerial targets based on unsupervised momentum contrast and transforme
Author: Song, Yafei; Li, Lemin; Quan, Wen; Ni, Peng; Sun, Wen; Wang, Ke; Li, TianPeng
Journal: JOURNAL OF BIG DATA. 2026; Vol. 13, Issue 1, pp. -. DOI: 10.1186/s40537-026-01403-x
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A novel three-dimensional deep learning approach for auditing gait scores of individual broiler chicken
Author: Asali, Ehsan; Li, Guoming; Liu, Tongshuai; Chen, Chongxiao; Saeidifar, Mahtab; Bodempudi, Venkat Umesh Chandra; Oso, Oluwadamilola Moyin; Mandiga, Aravind; Kota, Sai Akshitha Reddy; Liu, Tianming
Journal: JOURNAL OF BIG DATA. 2026; Vol. 13, Issue 1, pp. -. DOI: 10.1186/s40537-026-01408-6
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A research on the residual value of secondhand new energy vehicles based on CatBoost-BiLSTM mode
Author: Chen, Haifeng; Wang, Haiyang; Li, Jianming; Yang, Tengjian; Wang, Hui; Zhang, Fan
Journal: JOURNAL OF BIG DATA. 2026; Vol. 13, Issue 1, pp. -. DOI: 10.1186/s40537-026-01374-z
