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Graph Theory

• Authors : Kumar, Raghvendra; Pattnaik, Prasant Kumar

Subjects: Graph theoryDESIGN / Graphic Arts / General; EDUCATION / Teaching / Subjects / Science & Technology

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Graph Theory: New Research

• Authors : Cavalcante, Alessandra

Subjects: Graph theorySCIENCE / Earth Sciences / Meteorology & Climatology

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Graph Theory : A Problem Oriented Approach

• Authors : Marcus, Daniel A.; Mathematical Association of America

Subjects: Graph theory--Problems, exercises, etc; Graph theoryMATHEMATICS / Graphic Methods

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Optimizing IoT Intrusion Detection—A Graph Neural Network Approach with Attribute-Based Graph Construction.

• Authors : Ngo, Tien¹ (AUTHOR); Yin, Jiao¹ (AUTHOR) ; Ge, Yong-Feng¹ (AUTHOR)

• Source: Information (2078-2489). Jun2025, Vol. 16 Issue 6, p499. 22p.

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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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M-GNN: A Graph Neural Network Framework for Lung Cancer Detection Using Metabolomics and Heterogeneous Graph Modeling.

• Authors : Vaida, Maria¹ (AUTHOR) ; Wu, Jiawen^1,2 (AUTHOR); Himdiat, Eyad^1,3 (AUTHOR)

Subjects: *Graph neural networks; *Lung cancer; *Fumarates

• Source: International Journal of Molecular Sciences. May2025, Vol. 26 Issue 10, p4655. 15p.

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SMix-GNN: A Powerful Graph Neural Network Enhanced by Aggregating Graph Mixup and K-Reciprocal Nearest Neighbors.

• Authors : Minxi Rong¹ ; Guipeng Zhang² ; Xiaoli Guo³

• Source: Engineering Letters. May2025, Vol. 33 Issue 5, p1723-1734. 12p.

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Anomaly Detection for Advanced Persistent Threats With Graph Node Embedding.

• Authors : ZHE-HENG PENG¹ ; CHANG-ZHEN HU¹ ; CHUN SHAN¹

Subjects: *Graph neural networks; *Machine learning; *Anomaly detection (Computer security)

• Source: Journal of Information Science & Engineering. May2025, Vol. 41 Issue 3, p713-728. 16p.

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TFF-Net: A Feature Fusion Graph Neural Network-Based Vehicle Type Recognition Approach for Low-Light Conditions.

• Authors : Xu, Huizhi¹ (AUTHOR) ; Tan, Wenting¹ (AUTHOR); Li, Yamei¹ (AUTHOR)

• Source: Sensors (14248220). Jun2025, Vol. 25 Issue 12, p3613. 22p.

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Development and Evaluation of a Multi-Robot Path Planning Graph Algorithm.

• Authors : Alwafi, Fatma A. S.¹ (AUTHOR); Xu, Xu² (AUTHOR); Saatchi, Reza¹ (AUTHOR)

• Source: Information (2078-2489). Jun2025, Vol. 16 Issue 6, p431. 28p.

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