Works about GRAPH neural networks
Results: 1216
Publication recommendation in incomplete networks based on graph learning.
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- Scientometrics, 2025, v. 130, n. 2, p. 565, doi. 10.1007/s11192-024-05219-5
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- Article
Accurate POI recommendation for random groups with improved graph neural networks and a multi-negotiation model.
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- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-91805-3
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WCSGNet: a graph neural network approach using weighted cell-specific networks for cell-type annotation in scRNA-seq.
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- Frontiers in Genetics, 2025, p. 1, doi. 10.3389/fgene.2025.1553352
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Gait Phase Prediction of Exoskeleton Robot Enhanced by DGNN Based on Channel Attention Mechanism.
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- Journal of East China University of Science & Technology, 2025, v. 51, n. 1, p. 110, doi. 10.14135/j.cnki.1006-3080.20240229001
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Feature Enhanced Spatial–Temporal Trajectory Similarity Computation.
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- Data Science & Engineering, 2025, v. 10, n. 1, p. 1, doi. 10.1007/s41019-024-00255-w
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- Article
MGNN: Moment Graph Neural Network for Universal Molecular Potentials.
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- NPJ Computational Materials, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41524-025-01541-5
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- Article
Fault diagnosis of mechanical seals using graph neural networks with multi-sensor data fusion.
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- Advances in Mechanical Engineering (Sage Publications Inc.), 2025, v. 17, n. 2, p. 1, doi. 10.1177/16878132251319141
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Smart distributed data factory volunteer computing platform for active learning-driven molecular data acquisition.
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- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-90981-6
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- Article
A Multi-Scale Hybrid Scene Geometric Similarity Measurement Method Using Heterogeneous Graph Neural Network.
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- ISPRS International Journal of Geo-Information, 2025, v. 14, n. 2, p. 84, doi. 10.3390/ijgi14020084
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- Article
GraphEPN: A Deep Learning Framework for B-Cell Epitope Prediction Leveraging Graph Neural Networks.
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- Applied Sciences (2076-3417), 2025, v. 15, n. 4, p. 2159, doi. 10.3390/app15042159
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- Article
Discreetly Exploiting Inter-Session Information for Session-Based Recommendation.
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- Applied Sciences (2076-3417), 2025, v. 15, n. 4, p. 2151, doi. 10.3390/app15042151
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- Article
A Spatial–Temporal Adaptive Graph Convolutional Network with Multi-Sensor Signals for Tool Wear Prediction.
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- Applied Sciences (2076-3417), 2025, v. 15, n. 4, p. 2058, doi. 10.3390/app15042058
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- Article
Balanced Team Formation Using Hybrid Graph Convolution Networks and MILP.
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- Applied Sciences (2076-3417), 2025, v. 15, n. 4, p. 2049, doi. 10.3390/app15042049
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- Article
A Multiscale Mixed-Graph Neural Network Based on Kinematic and Dynamic Joint Features for Human Motion Prediction.
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- Applied Sciences (2076-3417), 2025, v. 15, n. 4, p. 1897, doi. 10.3390/app15041897
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- Article
Enhanced Location Prediction for Wargaming with Graph Neural Networks and Transformers.
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- Applied Sciences (2076-3417), 2025, v. 15, n. 4, p. 1723, doi. 10.3390/app15041723
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- Article
DTL-GNN: Digital Twin Lightweight Method Based on Graph Neural Network.
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- Future Internet, 2025, v. 17, n. 2, p. 65, doi. 10.3390/fi17020065
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- Article
Decentralized Federated Graph Learning via Surrogate Model.
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- Computers, Materials & Continua, 2025, v. 82, n. 2, p. 2521, doi. 10.32604/cmc.2024.060331
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TMC-GCN: Encrypted Traffic Mapping Classification Method Based on Graph Convolutional Networks.
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- Computers, Materials & Continua, 2025, v. 82, n. 2, p. 3179, doi. 10.32604/cmc.2024.059688
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PIAFGNN: Property Inference Attacks against Federated Graph Neural Networks.
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- Computers, Materials & Continua, 2025, v. 82, n. 2, p. 1857, doi. 10.32604/cmc.2024.057814
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- Article
A Fine-Grained Defect Prediction Method Based on Drift-Immune Graph Neural Networks.
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- Computers, Materials & Continua, 2025, v. 82, n. 2, p. 3563, doi. 10.32604/cmc.2024.057697
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Two-Phase Software Fault Localization Based on Relational Graph Convolutional Neural Networks.
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- Computers, Materials & Continua, 2025, v. 82, n. 2, p. 2583, doi. 10.32604/cmc.2024.057695
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- Article
Applications of Machine Learning-Driven Molecular Models for Advancing Ophthalmic Precision Medicine.
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- Bioengineering (Basel), 2025, v. 12, n. 2, p. 156, doi. 10.3390/bioengineering12020156
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- Article
Trust-aware privacy-preserving QoS prediction with graph neural collaborative filtering for internet of things services.
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- Complex & Intelligent Systems, 2025, v. 11, n. 4, p. 1, doi. 10.1007/s40747-025-01824-w
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- Article
PictureGuard: Enhancing Software-Defined Networking–Internet of Things Security with Novel Image-Based Authentication and Artificial Intelligence-Powered Two-Stage Intrusion Detection.
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- Technologies (2227-7080), 2025, v. 13, n. 2, p. 55, doi. 10.3390/technologies13020055
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- Article
A Method for the Predictive Maintenance Resource Scheduling of Aircraft Based on Heterogeneous Hypergraphs.
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- Electronics (2079-9292), 2025, v. 14, n. 4, p. 782, doi. 10.3390/electronics14040782
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- Article
Fine-Grained Encrypted Traffic Classification Using Dual Embedding and Graph Neural Networks.
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- Electronics (2079-9292), 2025, v. 14, n. 4, p. 778, doi. 10.3390/electronics14040778
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MNFF-GNN: Multi-Order Neighbor Feature Fusion Graph Neural Network.
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- Electronics (2079-9292), 2025, v. 14, n. 4, p. 724, doi. 10.3390/electronics14040724
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Advancing Logic-Driven and Complex Event Perception Frameworks for Entity Alignment in Knowledge Graphs.
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- Electronics (2079-9292), 2025, v. 14, n. 4, p. 670, doi. 10.3390/electronics14040670
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Study on the Multi-Equipment Integrated Scheduling Problem of a U-Shaped Automated Container Terminal Based on Graph Neural Network and Deep Reinforcement Learning.
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- Journal of Marine Science & Engineering, 2025, v. 13, n. 2, p. 197, doi. 10.3390/jmse13020197
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- Article
The Role of Mobile Education Technology in Promoting Personalized Learning in Higher Education.
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- International Journal of Interactive Mobile Technologies, 2025, v. 19, n. 4, p. 93, doi. 10.3991/ijim.v19i04.54217
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Efficient equivariant model for machine learning interatomic potentials.
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- NPJ Computational Materials, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41524-025-01535-3
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- Article
Rural Tourist Attractions Recommendation Model Based on Multi-Feature Fusion Graph Neural Networks.
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- International Journal of Computational Intelligence & Applications, 2025, v. 24, n. 1, p. 1, doi. 10.1142/S1469026824500275
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- Article
Graph and Multi-Level Sequence Fusion Learning for Predicting the Molecular Activity of BACE-1 Inhibitors.
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- International Journal of Molecular Sciences, 2025, v. 26, n. 4, p. 1681, doi. 10.3390/ijms26041681
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- Article
UMGAN: multi-scale graph attention network for grid parameter identification.
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- Electrical Engineering, 2025, v. 107, n. 2, p. 1397, doi. 10.1007/s00202-024-02589-0
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- Article
DLMinTC+: A Deep Learning Based Algorithm for Minimum Timeline Cover on Temporal Graphs.
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- Algorithms, 2025, v. 18, n. 2, p. 113, doi. 10.3390/a18020113
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Process Discovery for Event Logs with Multi-Occurrence Event Types.
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- Algorithms, 2025, v. 18, n. 2, p. 83, doi. 10.3390/a18020083
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COMPLEX NETWORK CLASSIFICATION USING DENG ENTROPY AND BIDIRECTIONAL LONG SHORT-TERM MEMORY.
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- Fractals, 2025, v. 33, n. 1, p. 1, doi. 10.1142/S0218348X25500070
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Author name disambiguation based on heterogeneous graph neural network.
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- PLoS ONE, 2025, v. 20, n. 2, p. 1, doi. 10.1371/journal.pone.0310992
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- Article
Deep Reinforcement Learning-Based Routing Method for Low Earth Orbit Mega-Constellation Satellite Networks with Service Function Constraints.
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- Sensors (14248220), 2025, v. 25, n. 4, p. 1232, doi. 10.3390/s25041232
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- Article
Graph Neural Network Learning on the Pediatric Structural Connectome.
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- Tomography: A Journal for Imaging Research, 2025, v. 11, n. 2, p. 14, doi. 10.3390/tomography11020014
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- Article
Predicting Lewis Acidity: Machine Learning the Fluoride Ion Affinity of p‐Block‐Atom‐Based Molecules.
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- Angewandte Chemie, 2024, v. 136, n. 17, p. 1, doi. 10.1002/ange.202401084
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- Article
RW-HeCo: A random walk and network centrality based graph neural network for community detection in heterogeneous networks.
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- Multimedia Tools & Applications, 2025, v. 84, n. 1, p. 463, doi. 10.1007/s11042-024-18823-7
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- Article
A graph-optimized deep learning framework for recognition of Barrett's esophagus and reflux esophagitis.
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- Multimedia Tools & Applications, 2024, v. 83, n. 36, p. 83747, doi. 10.1007/s11042-024-18910-9
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- Article
MACSA: A multimodal aspect-category sentiment analysis dataset with multimodal fine-grained aligned annotations.
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- Multimedia Tools & Applications, 2024, v. 83, n. 34, p. 81279, doi. 10.1007/s11042-024-18796-7
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- Article
Multivariate sequence prediction for graph convolutional networks based on ESMD and transfer entropy.
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- Multimedia Tools & Applications, 2024, v. 83, n. 35, p. 83493, doi. 10.1007/s11042-024-18787-8
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MGMFN: Multi-graph and MLP-mixer fusion network for Chinese social network sentiment classification.
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- Multimedia Tools & Applications, 2024, v. 83, n. 24, p. 64989, doi. 10.1007/s11042-023-17857-7
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A depression detection model based on multimodal graph neural network.
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- Multimedia Tools & Applications, 2024, v. 83, n. 23, p. 63379, doi. 10.1007/s11042-023-18079-7
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- Article
GIN-FND: Leveraging users' preferences for graph isomorphic network driven fake news detection.
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- Multimedia Tools & Applications, 2024, v. 83, n. 22, p. 62061, doi. 10.1007/s11042-023-16285-x
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Robust recurrent graph convolutional network approach based sequential prediction of illicit transactions in cryptocurrencies.
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- Multimedia Tools & Applications, 2024, v. 83, n. 20, p. 58449, doi. 10.1007/s11042-023-17323-4
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A multi-scale hierarchical node graph neural network for few-shot learning.
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- Multimedia Tools & Applications, 2024, v. 83, n. 20, p. 58201, doi. 10.1007/s11042-023-17059-1
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- Article