Search Results - "node classification"

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  1. 1

    SNCA: Semi-Supervised Node Classification for Evolving Large Attributed Graphs by Faima Abbasi, Muhammad Muzammal, Qiang Qu, Farhan Riaz, Jawad Ashraf

    Published in Big Data Mining and Analytics (2024-09-01)
    Subjects: “…node classification…”
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    Article


  2. 2

    Scalably Using Node Attributes and Graph Structure for Node Classification by Arpit Merchant, Ananth Mahadevan, Michael Mathioudakis

    Published in Entropy (2022-06-01)
    Subjects: “…node classification…”
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    Article


  3. 3

    ATPGNN: Reconstruction of Neighborhood in Graph Neural Networks With Attention-Based Topological Patterns by Kehao Wang, Hantao Qian, Xuming Zeng, Mozi Chen, Kezhong Liu, Kai Zheng, Pan Zhou, Dapeng Wu

    Published in IEEE Access (2021-01-01)
    Subjects: “…Semi-supervised node classification…”
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    Article


  4. 4

    Graph Convolutional Networks Guided by Explicitly Estimated Homophily and Heterophily Degree by Rui Zhang, Xin Li

    Published in Applied Sciences (2022-10-01)
    Subjects: “…node classification…”
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  5. 5

    OWNC: Open-World Node Classification on Graphs with a Dual-Embedding Interaction Framework by Yuli Chen, Chun Wang

    Published in Mathematics (2025-04-01)
    Subjects: “…node classification…”
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  6. 6

    Inferring from References with Differences for Semi-Supervised Node Classification on Graphs by Yi Luo, Guangchun Luo, Ke Yan, Aiguo Chen

    Published in Mathematics (2022-04-01)
    Subjects: “…Node Classification…”
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    Article


  7. 7

    ESA-GCN: An Enhanced Graph-Based Node Classification Method for Class Imbalance Using ENN-SMOTE Sampling and an Attention Mechanism by Liying Zhang, Haihang Sun

    Published in Applied Sciences (2023-12-01)
    Subjects: “…node classification…”
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    Article


  8. 8

    Log odds of positive lymph nodes is a robust predictor of survival and benefits from postoperative radiotherapy in stage IIIA‐N2 resected non‐small cell lung cancer by Xing Jin, Donglai Chen, Yumei Shen, Jian Shu, Yonghua Sang, Wentao Yang, Shanzhou Duan, Yongbing Chen

    Published in Thoracic Cancer (2022-10-01)
    Subjects: “…lymph node classification system…”
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    Article


  9. 9

    Heterogeneous Graph Neural Network Model Based on Edge Feature Generation and Meta-Graph Similarity for Feature Extraction by Chengyuan Qian

    Published in IEEE Access (2025-01-01)
    Subjects: “…node classification…”
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    Article


  10. 10

    Node Classification on The Citation Network Using Graph Neural Network by Irani Hoeronis, Bambang Riyanto Trilaksono

    Published in Inspiration (2023-06-01)
    Subjects: “…node classification…”
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  11. 11

    DAG: Dual Attention Graph Representation Learning for Node Classification by Siyi Lin, Jie Hong, Bo Lang, Lin Huang

    Published in Mathematics (2023-08-01)
    Subjects: “…node classification…”
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    Article


  12. 12

    Identifying Key Nodes for the Influence Spread Using a Machine Learning Approach by Mateusz Stolarski, Adam Piróg, Piotr Bródka

    Published in Entropy (2024-11-01)
    Subjects: “…node classification…”
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    Article


  13. 13

    Node classification in complex networks based on multi-view debiased contrastive learning by Zhe Li, Lei Zhou, Yandong Hou, Min Ji, Zhuanzheng Hang, Bolun Chen

    Published in Complex & Intelligent Systems (2024-05-01)
    Subjects: “…Node classification…”
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    Article


  14. 14

    GATSMOTE: Improving Imbalanced Node Classification on Graphs via Attention and Homophily by Yongxu Liu, Zhi Zhang, Yan Liu, Yao Zhu

    Published in Mathematics (2022-05-01)
    Subjects: “…node classification…”
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    Article


  15. 15

    AdaptedNorm: An Adaptive Modeling Strategy for Graph Convolutional Network-Based Deep Learning Tasks by Chuan Dai, Yajuan Wei, Hao Wang, Ying Liu, Zhijie Xu

    Published in IEEE Access (2025-01-01)
    Subjects: “…node classification…”
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    Article


  16. 16

    Graph-Assisted Bayesian Node Classifiers by Hakim Hafidi, Philippe Ciblat, Mounir Ghogho, Ananthram Swami

    Published in IEEE Access (2023-01-01)
    Subjects: “…Node classification…”
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    Article


  17. 17

    Information-Enhanced Graph Neural Network for Transcending Homophily Barriers by Xiao Liu, Lijun Zhang, Hui Guan

    Published in IEEE Access (2024-01-01)
    Subjects: “…graph node classification…”
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    Article


  18. 18

    A BERT-GNN Approach for Metastatic Breast Cancer Prediction Using Histopathology Reports by Abdullah Basaad , Shadi Basurra , Edlira Vakaj , Ahmed Karam Eldaly , Mohammed M. Abdelsamea 

    Published in Diagnostics (2024-06-01)
    Subjects: “…node classification…”
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    Article


  19. 19

    Hypergraph Representation Learning with Weighted- and Clustering-Biased Random Walks by Li Liang, Shi-Ming Cai, Shi-Cai Gong

    Published in Entropy (2025-10-01)
    Subjects: “…node classification…”
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    Article


  20. 20

    Historical evolution and current research status of lymph node staging in gastric cancer: a review by Yinghong Lin, Qiangzu Shao, Fan Zhang, Zeping Huang

    Published in World Journal of Surgical Oncology (2025-09-01)
    Subjects: “…Lymph node classification…”
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    Article


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