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STFDSGCN: Spatio-Temporal Fusion Graph Neural Network Based on Dynamic Sparse Graph Convolution GRU for Traffic Flow Forecast.

• Authors : Chang, Jiahao¹ (AUTHOR); Yin, Jiali² (AUTHOR); Hao, Yanrong¹ (AUTHOR)

• Source: Sensors (14248220). Jun2025, Vol. 25 Issue 11, p3446. 17p.

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Sparse graph neural network aided efficient decoder for polar codes under bursty interference

• Authors : Shengyu Zhang; Zhongxiu Feng; Zhe Peng

Subjects: Sparse graph neural network; Polar codes; Bursty interference

• Source: Digital Communications and Networks, Vol 11, Iss 2, Pp 359-364 (2025)

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An efficient algorithm with fast convergence rate for sparse graph signal reconstruction

• Authors : Yuting Cao; Xue-Qin Jiang; Jian Wang

Subjects: Sparse graph signals; Iterative threshold compressed sensing reconstruction (ITCSR); Graph Fourier domain

• Source: EURASIP Journal on Advances in Signal Processing, Vol 2024, Iss 1, Pp 1-23 (2024)

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Double-Branch Multilevel Skip Sparse Graph Attention Network for Hyperspectral Image Classification

• Authors : Qingyan Wang; Lisong Ma; Junping Zhang

Subjects: Feature fusion; hyperspectral image (HSI) classification; multilevel skip

• Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 12421-12432 (2024)

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WSSGCN: Hyperspectral Forest Image Classification via Watershed Superpixel Segmentation and Sparse Graph Convolutional Networks

• Authors : Pingfei Chen; Xuyang Li; Yong Peng

Subjects: forest ecosystems; hyperspectral image; graph convolutional networksagris

• Source: Forests ; Volume 16 ; Issue 5 ; Pages: 827

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Joint Sparse Graph for Enhanced MIMO-AFDM Receiver Design

• Authors : Luo, Qu; Zhu, Jing; Liu, Zilong

Subjects: ZR Rights Retention

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Transparent sparse graph pathway network for analyzing the internal relationship of lung cancer

• Authors : Zhibin Jin; Yuhu Shi; Lili Zhou

Subjects: graph neural networks; biological pathway; edge prediction

• Source: Frontiers in Genetics, Vol 15 (2024)

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Sparse Graph Learning Under Laplacian-Related Constraints

• Authors : Jitendra K. Tugnait

Subjects: Sparse graph learning; graph estimation; graph Laplacian

• Source: IEEE Access, Vol 9, Pp 151067-151079 (2021)

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Ordering a sparse graph to minimize the sum of right ends of edges

• Authors : Damaschke, Peter, 1963, Author; Damaschke, Peter, 1963, Author

Subjects: Cycle; 3-core; Minimum linear arrangement

• Source: 31st International Workshop on Combinatorial Algorithms IWOCA 2020, Bordeaux, France Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture

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An Efficient Compressive Sensing Event-Detection Scheme for Internet of Things System Based on Sparse-Graph Codes.

• Authors : Cai, Jun¹ (AUTHOR); Xu, Xin¹ (AUTHOR); Zhu, Hongpeng¹ (AUTHOR)

• Source: Sensors (14248220). May2023, Vol. 23 Issue 10, p4620. 17p.

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