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Research article

First published 2025

Structural entropy based graph contrastive learning for node classification

Jun Zhang, Liang Duan, Xiang Chen [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-08-24

Using knowledge graphs and contrastive learning for detecting APT Malware on Endpoint systems

Cho Do Xuan, Hoa Dinh Nguyen

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-02-18

Collaborative graph contrastive learning for recommendation

Tao Wei, Changchun Yang, Yanqi Zheng [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Review article

First published 2026

VGCL-DNSO: a graph contrastive learning method for identifying hidden faults under strong noise interference

Haiyang Pan, Fenglei Zheng, Zhiming Chen [...]

Structural Health Monitoring

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Research article

First published 2025-11

Dynamic Graph Anomaly Detection Model Combining Dual Behavior Contrast

Jian Feng, Xiaotian Zhao

The European Journal on Artificial Intelligence

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Research article

First published 2025-02-28

FedCGAT: A federated demand prediction method for shared bicycles based on contrastive graph attention mechanism

Yichang Zhu, Leiming Chen, Weishan Zhang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023

M2GCF: A multi-mixing strategy for graph neural network based collaborative filtering

Jianan Xu, Jiajin Huang, Jian Yang [...]

Web Intelligence

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Research article

First published 2023-11-04

A self-supervised learning of semantic feature consistency for image clustering

Junfen Chen, Jie Han, Bojun Xie [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2024-1

How graph features from message passing affect graph classification and regression?

Masatsugu Yamada, Mahito Sugiyama

Intelligent Data Analysis: An International Journal

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Research article

First published 2024-7

Improved learning in human evolutionary systems with dynamic contrastive learning

Joseph Johnson, Christophe Giraud-Carrier, Bradley Hatch

Intelligent Data Analysis: An International Journal

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