• Suche: Graph Machine Learning

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141

Fairness in Graph Learning Augmented with Machine Learning: A Survey
Luo, Renqiang ; Xu, Ziqi ; Zhang, Xikun ; et al.

Computer Science - Machi... Computer Science - Artif...
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142

Deep Learning on Graphs for Mobile Network Topology Generation
Meli, Felix Nannesson ; Tell, Johan ; Piroti, Shirwan ; et al.

Computer Science - Machi...
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143

Explainable Graph-theoretical Machine Learning: with Application to Alzheimer's Disease Prediction
Baghirova, Narmina ; Vũ, Duy-Thanh ; Can, Duy-Cat ; et al.

Computer Science - Machi...
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144

InfoGNN: End-to-end deep learning on mesh via graph neural networks
Gao, Ling ; Shu, Zhenyu ; Xin, Shiqing

Computer Science - Compu... Computer Science - Machi...
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145

A Binary Classification Social Network Dataset for Graph Machine Learning
Ali, Adnan ; Li, Jinglong ; Chen, Huanhuan ; et al.

Computer Science - Machi... Computer Science - Artif...
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146

Multiview graph dual-attention deep learning and contrastive learning for multi-criteria recommender systems
Forouzandeh, Saman ; Krivitsky, Pavel N. ; Chandra, Rohitash

Computer Science - Infor... Computer Science - Artif... Computer Science - Machi... Statistics - Machine Lea...
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147

Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning
Wang, Runzhong ; Wang, Rui-Xi ; Manjrekar, Mrunali ; et al.

Machine Learning Quantitative Methods
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148

Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients
Agaronyan, Artur ; Amir, Syeda Abeera ; Wittayanakorn, Nunthasiri ; et al.

Computer Science - Machi... Electrical Engineering a... Quantitative Biology - N...
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149

Graph machine learning for flight delay prediction due to holding manouver
Franco, Jorge L. ; Neto, Manoel V. Machado ; Verri, Filipe A. N. ; et al.

Computer Science - Machi... Computer Science - Socia...
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150

Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEs
Arndt, Jost ; Isil, Utku ; Detzel, Michael ; et al.
Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEs, Journal of Data-centric Machine Learning Research, 2025

Machine Learning Artificial Intelligence
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151

Enhancing Fraud Detection in Banking With Deep Learning: Graph Neural Networks and Autoencoders for Real-Time Credit Card Fraud Prevention
Fawaz Khaled Alarfaj ; Shabnam Shahzadi
IEEE Access, Vol 13, Pp 20633-20646 (2025)

fraud detection autoencoders graph neural network Deep learning Electrical engineering.... credit card …
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152

Graph theoretic and machine learning approaches in molecular property prediction of bladder cancer therapeutics
Qin, Huiling ; Hashem, Atef F. ; Hanif, Muhammad Farhan ; et al.
Scientific Reports. 15(1)

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153

The analysis of artificial intelligence knowledge graphs for online music learning platform under deep learning
Jiang, Shen ; Shi, Ningning ; Liu, Chang
Scientific Reports. 15(1)

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154

Deep learning-assisted attribute prediction of chalcogenide glasses based on graph classification
Li, Hui ; Liu, Pan ; Liu, Shaoyun ; et al.
Scientific Reports. 15(1)

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155

Bind: large-scale biological interaction network discovery through knowledge graph-driven machine learning
Aamer, Naafey ; Asim, Muhammad Nabeel ; Bhatti, Aamer Iqbal ; et al.
Journal of Translational Medicine. 23(1)

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156

Multimodal fused deep learning for drug property prediction: Integrating chemical language and molecular graph
Xiaohua Lu ; Liangxu Xie ; Lei Xu ; et al.
Comput Struct Biotechnol J
Computational and Structural Biotechnology Journal, Vol 23, Iss, Pp 1666-1679 (2024)

0301 basic medicine Transformer 0303 health sciences 03 medical and health sc... Multimodal learning Drug discovery …
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157

Taxonomy of reduction matrices for Graph Coarsening
Joly, Antonin ; Keriven, Nicolas ; Roumy, Aline ; et al.
NeurIPS 2025 - 39th Annual Conference on Neural Information Processing Systems, Dec 2025, San diego, CA, United States

San diego, CA, United St... [INFO]Computer Science [... [INFO.INFO-LG]Computer S... Machine Learning [cs.LG]
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158

Global graph features unveiled by unsupervised geometric deep learning
Granfors, Mirja ; Pineda, Jesús ; Gerbolés, Blanca Zufiria ; et al.

Machine Learning Soft Condensed Matter Biological Physics Quantitative Methods
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159

AABBA Graph Kernel: Atom-Atom, Bond-Bond, and Bond-Atom Autocorrelations for Machine Learning
Morán-González, Lucía ; Betten, Jørn Eirik ; Kneiding, Hannes ; et al.
Journal of Chemical Information and Modeling. 64(23):8756-8769

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160

Transferability of MACE Graph Neural Network for Range Corrected Δ‑Machine Learning Potential QM/MM Applications
Giese, Timothy J. ; Zeng, Jinzhe ; York, Darrin M.
The Journal of Physical Chemistry B. 129(22):5477-5490

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