Search Results - NODE CLASSIFICATION

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

Subjects: “…node classification…”
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Node Classification Algorithm Based on Information Propagation Node Set for CTDN by HUANG Xin, LI Yun, XIONG Jinyu

Subjects: “…information propagation node set|continuous-time dynamic network(ctdn)|network representation learning|node classification|random walk|skip-gram model…”
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Active Learning for Node Classification: An Evaluation by Kaushalya Madhawa, Tsuyoshi Murata

Subjects: “…node classification…”
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Classification between Failed Nodes and Left Nodes in Mobile Asset Tracking Systems † by Kwangsoo Kim, Jae-Yeon Jin, Seong-il Jin

Subjects: “…node classification…”
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Line graph contrastive learning for node classification by Mingyuan Li, Lei Meng, Zhonglin Ye, Yuzhi Xiao, Shujuan Cao, Haixing Zhao

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Encoder embedding for general graph and node classification by Cencheng Shen

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Dual-branch graph Transformer for node classification by Yong Zhang, Jingjing Song, Eric C.C. Tsang, Yingxing Yu

Subjects: “…node classification…”
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Node Classification Based on Kolmogorov-Arnold Networks by YUAN Lining, FENG Wengang, LIU Zhao

Subjects: “…graph convolutional networks; multi-layer perceptron; kolmogorov-arnold networks; contrastive learning; node classification…”
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On terminology and topographic classification of the lingual lymph nodes by S. R. Gvetadze, E. A. Roshchina, A. M. Mudunov, A. I. Karseladze, J. Sun, M. Lv, X. Yang, N. N. Ayzikova, K. D. Ilkaev

“…It is shown that metastatic lesions of the lingual lymph nodes posses high prognostic value, therein a topographic anatomic classification of the lingual lymph nodes is needed to increase the efficiency of diagnosis and augmenting of the oncologic treatment results. …”
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A Graph Neural Network Node Classification Application Model with Enhanced Node Association by Yuhang Zhang, Yaoqun Xu, Yu Zhang

Subjects: “…node classification…”
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Integration of Node Classification in Storm Surge Surrogate Modeling by Aikaterini P. Kyprioti, Alexandros A. Taflanidis, Norberto C. Nadal-Caraballo, Madison C. Yawn, Luke A. Aucoin

Subjects: “…node classification…”
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Edge and Node Enhancement Graph Convolutional Network: Imbalanced Graph Node Classification Method Based on Edge-Node Collaborative Enhancement by Jiadong Tian, Jiali Lin, Dagang Li

Subjects: “…node classification…”
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Navigating Malignancy: Deep Learning for Mediastinal Lymph Node Classification by Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori

Subjects: “…lymph node classification…”
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Node Classification Method Based on Hierarchical Hypergraph Neural Network by Feng Xu, Wanyue Xiong, Zizhu Fan, Licheng Sun

“…Through three hierarchical message-passing mechanisms, the HCHG effectively integrates local and global information, enhancing the multi-resolution representation ability of node representations and significantly improving performance in node classification tasks. …”
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Graph Convolutional Network Design for Node Classification Accuracy Improvement by Mohammad Abrar Shakil Sejan, Md Habibur Rahman, Md Abdul Aziz, Jung-In Baik, Young-Hwan You, Hyoung-Kyu Song

Subjects: “…node classification…”
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A Survey on the Feasibility of Sound Classification on Wireless Sensor Nodes by Etto L. Salomons, Paul J. M. Havinga

“…This can be problematic as wireless nodes are usually restricted in resources. In order to be able to make a proper decision about which features to use, we survey how sound is used in the literature for global sound classification, age and gender classification, emotion recognition, person verification and identification and indoor and outdoor environmental sound classification. …”
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Node Classification on The Citation Network Using Graph Neural Network by Irani Hoeronis, Bambang Riyanto Trilaksono

Subjects: “…node classification…”
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Using Node Identifiers and Community Prior for Graph-Based Classification by Qi Ye, Changlei Zhu, Gang Li, Zhimin Liu, Feng Wang

Subjects: “…Node classification…”
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A graph transformer with optimized attention scores for node classification by Yu Zhang, Xin Li, Yaoqun Xu, Xitong Xu, Zhe Wang

Subjects: “…Node classification…”
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DAG: Dual Attention Graph Representation Learning for Node Classification by Siyi Lin, Jie Hong, Bo Lang, Lin Huang

Subjects: “…node classification…”
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