Search Results - graph convolutional autoencoder (GCAE)

Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps by Yan, Xiongfeng, Ai, Tinghua, Yang, Min, Tong, Xiaohua

“… A graph convolutional autoencoder (GCAE) model comprising graph convolution and autoencoder architecture is proposed to analyze…”
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GCAEMDA: Predicting miRNA-disease associations via graph convolutional autoencoder by Li, Lei, Wang, Yu-Tian, Ji, Cun-Mei, Zheng, Chun-Hou, Ni, Jian-Cheng, Su, Yan-Sen

“…, diagnosis and treatment of extraordinary diseases. In this study, we presented a novel model named Graph Convolutional Autoencoder for miRNA-Disease Association Prediction (GCAEMDA…”
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Seismic damage identification by graph convolutional autoencoder using adjacency matrix based on structural modes by Kim, Minkyu, Song, Junho

“…‐time damage identification by a graph convolutional autoencoder (GCAE) based on seismic responses of the structural system…”
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Semi-supervised overlapping community detection in attributed graph with graph convolutional autoencoder by He, Chaobo, Zheng, Yulong, Cheng, Junwei, Tang, Yong, Chen, Guohua, Liu, Hai

“… •An end-to-end method SSGCAE for overlapping community detection is proposed.•SSGCAE is based on graph convolutional autoencoder driven by community detection…”
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Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning by Chen, Hongruixuan, Yokoya, Naoto, Wu, Chen, Du, Bo

“… Then, a structural relationship graph convolutional autoencoder (SR-GCAE) is proposed to learn robust and representative features from graphs…”
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Blockchain-based decentralized smart healthcare using improved wild horse optimizer with Graph Convolutional Autoencoder in IoT environment by Escorcia-Gutierrez, José, Torres-Torres, Melitsa, Soto-Diaz, Roosvel, Soto, Carlos

“…The Internet of Things (IoT) continues to expand by incorporating physical devices, software, computing systems, and hardware that facilitate communication and…”
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Human-related anomalous event detection via spatial-temporal graph convolutional autoencoder with embedded long short-term memory network by Li, Nanjun, Chang, Faliang, Liu, Chunsheng

“… Our network is established on a Spatial-temporal Graph Convolutional…”
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Self-supervised community detection in multiplex networks with graph convolutional autoencoder by Liu, Xingyu, Cheng, Junwei, Cheng, Hao, He, Chaobo, Chen, Qimai, Guan, Quanlong

“… However, existing methods that combine graph embedding and downstream tasks still face two challenges…”
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Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning by Chen, Hongruixuan, Yokoya, Naoto, Wu, Chen, Du, Bo

“… Then, a structural relationship graph convolutional autoencoder (SR-GCAE) is proposed to learn robust and representative features from graphs…”
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Graph Anomaly Detection With Disentangled Prototypical Autoencoder for Phishing Scam Detection in Cryptocurrency Transactions by Kang, Junha, Buu, Seok-Jun

“… In this paper, we present Disentangled Prototypical Graph Convolutional Autoencoder, which is optimized for detecting anomalies in cryptocurrency transactions…”
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멀티모달 오토인코더 앙상블 기반의 URL 문자열 및 HTML 그래프를 활용한 피싱 웹페이지 탐지 by 윤준호, 최석훈, 김혜정, 부석준

“… To address this, we propose a multimodal ensemble-based phishing detection method that leverages both URL strings and HTML graph data…”
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Enhancing Anomaly Detection in Attributed Networks Using Proximity Preservation and Advanced Embedding Techniques by Khan, Wasim, Ishrat, Mohammad, Nadeem Ahmed, Mohammad, Abidin, Shafiqul, Husain, Mohammad, Izhar, Mohd, Zamani, Abu Taha, Rashid Hussain, Mohammad, Ali, Arshad

“… To address this, we propose a novel approach that combines a Graph Convolution Auto encoder (GCAE…”
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