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Trajectory anomaly detection via spatial-temporal complementary reconstruction diffusion mode
Author: Xu, Weiming; Wei, Tonglong; Yan, Tianzi; Xu, Jingsong; Xu, Qisen; Guo, Shengnan; Wan, Huaiyu; Lin, Youfang
Journal: GEOINFORMATICA. 2026; Vol. 30, Issue 1, pp. -. DOI: 10.1007/s10707-026-00574-2
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A novel attention-enhanced residual ConvLSTM framework for spatiotemporal urban expansion modelin
Author: Hasan, Farasath; Liu, Jian; Liu, Xintao
Journal: GEOINFORMATICA. 2026; Vol. 30, Issue 1, pp. -. DOI: 10.1007/s10707-026-00573-3
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One-pass trajectory tracking in discs and beam
Author: Lin, Xuelian; Fu, Yihao; Ye, Supeng
Journal: GEOINFORMATICA. 2026; Vol. 30, Issue 1, pp. -. DOI: 10.1007/s10707-026-00571-5
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Enhanced Bi-dimensional large kernel hybrid attention for efficient super-resolution of digital rock imag
Author: Zhang, Yubo; Bi, Junhao; Han, Chao; Geng, Juanjuan; Zhao, Wanying; Cui, Kaijia; Yan, Shaojuan
Journal: GEOINFORMATICA. 2026; Vol. 30, Issue 1, pp. -. DOI: 10.1007/s10707-026-00570-6
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Weakly supervised deep learning for fine-grained socioeconomic development index inference based on satellite imager
Author: Bai, Yanbing; Zhang, Bolin; Zhang, Ziyue; Zeng, Shubo; Liu, Zhe; Mao, Xuxin
Journal: GEOINFORMATICA. 2025; Vol. , Issue , pp. -. DOI: 10.1007/s10707-025-00551-1
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Secure spatial remote sensing image matchin
Author: Wei, Yi; Zhou, Xuan; Huang, Hao; Wang, Hao; Hu, Chuang; Jiang, Jiawei
Journal: GEOINFORMATICA. 2025; Vol. , Issue , pp. -. DOI: 10.1007/s10707-025-00552-0
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StoDEMO-PAE: A stochastic derivative-free multi-error-optimized performer autoencoder for air quality anomaly detection and explainable spatiotemporal tracin
Author: Liu, Xiliang; Zhi, Xiaoying; Luo, Jiashuo; He, Zhixiang; Mei, Qiang; Zhou, Tao; Liu, Muyang
Journal: GEOINFORMATICA. 2025; Vol. , Issue , pp. -. DOI: 10.1007/s10707-025-00548-w
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MA2Traj: Diffusion network with multi-attribute aggregation for trajectory generatio
Author: Zhao, Xingyu; Zhang, Xiao; Zhang, Bohan; Qi, Jianpeng; Dong, Junyu; Yu, Yanwei
Journal: GEOINFORMATICA. 2025; Vol. , Issue , pp. -. DOI: 10.1007/s10707-025-00549-9
