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Research article

First published 2021-10-27

A graph-based framework for malicious software detection and classification utilizing temporal-graphs

Helen-Maria Dounavi, Anna Mpanti, Stavros D. Nikolopoulos [...]

Journal of Computer Security

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Research article

First published 2022-04-28

Dual graph wavelet neural network for graph-based semi-supervised classification

Kekun Hu, Gang Dong, Yaqian Zhao [...]

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

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Research article

First published 2024-04-18

Content and structure based attention for graph node classification

Yong Chen, Xiao-Zhu Xie, Wei Weng

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

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Research article

First published 2024-5

GT-CHES: Graph transformation for classification in human evolutionary systems

J. Johnson, C. Giraud-Carrier

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-12-02

Concept and dependencies enhanced graph convolutional networks for short text classification

Hu Zhang, Ping Bai, Ru Li

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

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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 2024-03-05

Region adjacency graph based GNN approach for static signature classification

A. Danielraj, P. Venugopal, N. Padmapriya

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

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Research article

First published 2018-5

An efficient heuristic approach for learning a set of composite graph classification rules

Viet Anh Nguyen, Long Giang Nguyen

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-03-02

A gating context-aware text classification model with BERT and graph convolutional networks

Weiqi Gao, Hao Huang

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

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Research article

First published 2025-9

Improving microarray classification with a graph-based gene selection method

Seyed Mojtaba Saif, Mohsen Rahmanian

Intelligent Decision Technologies

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