• Suche: Reliable Graph Machine Learning

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62

Attention-driven graph-based machine learning for non-invasive diagnosis of NAFLD
Srivastava, Ekta ; Mohan, Sarath ; Gandhi, Tapan Kumar ; et al.
In Intelligence-Based Medicine 2025 12

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63

FTE-GCNGRU: PM2.5 prediction integrating station importance and spatiotemporal deep learning model under multi-layer air quality network.
Zhao, Guyu ; Gong, Shida ; He, Hongdou ; et al.
Building & Environment. Jan2026, Vol. 288, pN.PAG-N.PAG. 1p.

Particulate matter Air quality monitoring Environmental policy Graph neural networks Recurrent neural network... Deep learning …
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64

A graph-based deep learning framework for field scale wheat yield estimation
Han, Dong ; Wang, Pengxin ; Tansey, Kevin ; et al.
In International Journal of Applied Earth Observation and Geoinformation May 2024 129

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65

Novel graph neural network and GNN-C-Transformer model construction for direction of arrival estimation
Zhao, Hongxi ; Shi, Yiran ; He, Wenchao ; et al.
In Digital Signal Processing January 2026 168 Part D

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66

Modeling topic evolution for scientific archives with deep learning
Modélisation de l'évolution de sujets pour les archives scientifiques par l'apprentissage profond
Rahimi, Hamed ; Bases de Données (BD) ; LIP6 ; et al.
Databases [cs.DB]. Sorbonne Université, 2024. English. ⟨NNT : 2024SORUS454⟩

Topic models Topic evolution Deep learning Natural language process... Large language models Graph neural networks …
Dissertation
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67

A survey of machine learning and deep learning methods for vibration-based Bearing fault diagnosis: The need, challenges, and potential future research directions
Puntambekar, Rohan ; Vyas, Pratyaksh ; Thakkar, Ankit ; et al.
In Neurocomputing 1 January 2026 659

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68

Deep learning-derived optimal annotation strategies to power the systematic mapping of peptide space
Yue, Lele ; Jia, Wei ; Zhang, Rong
In Food Chemistry 15 November 2025 492 Part 2

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69

Adaptive orthogonal semi-supervised feature selection with reliable label matrix learning.
Liao, Huming ; Chen, Hongmei ; Yin, Tengyu ; et al.
Information Processing & Management. Jul2024, Vol. 61 Issue 4, pN.PAG-N.PAG. 1p.

Machine learning Similarity (Physics) Optimization algorithms Feature selection Graph labelings
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70

Graph neural networks for soft sensors: Learning from process topology and operational data
Theisen, Maximilian F. ; Meesters, Gabrie M.H. ; Schweidtmann, Artur M.
In Computers and Chemical Engineering March 2026 206

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71

Power system transient stability assessment based on hierarchical graph pooling method considering missing data
Zhao, Chenhao ; Jiao, Zaibin ; Zhang, Penghui ; et al.
In International Journal of Electrical Power and Energy Systems November 2025 172

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72

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73

MOLGMP: A Markov approach for molecular graph generation with GNNs
Goupil, Benoıt ; Joly, Antonin ; Pancino, Niccoló ; et al.
In Neurocomputing 1 November 2025 652

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74

Network-Aware Path Planning for Autonomous Mobile Robots in Industrial Environments
Kathalkar, Om ; Hassan, Houssam, Hajj ; Kattepur, Ajay ; et al.
IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), IEEE, Dec 2025, Delhi, India

Delhi, India Machine Learning A* Path Planning Sionna 5G Network-Aware …
Konferenz
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75

SARG: Software application resiliency prediction using graph neural networks
Pirayesh, Mohammad Reza ; Raji, Mohsen ; Moosavi, Mohammad Reza
In The Journal of Systems & Software February 2026 232

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76

Performance Evaluation of Graph Neural Network-Based RouteNet Model with Attention Mechanism.
Dhamala, Binita Kusum ; Dawadi, Babu R. ; Manzoni, Pietro ; et al.
Future Internet. Apr2024, Vol. 16 Issue 4, p116. 19p.

Computer networks Graph neural networks Deep learning Representations of graph... Network performance Network PC (Computer)
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77

Enhancing network lifespan in wireless sensor networks using deep learning based Graph Neural Network
Sivakumar, Nithya Rekha ; Nagarajan, Senthil Murugan ; Devarajan, Ganesh Gopal ; et al.
In Physical Communication August 2023 59

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78

A spatial-spectral sparse dynamic graph learning network for hyperspectral image denoising
Ye, Hailiang ; Wu, Ying ; Cao, Feilong
In Neurocomputing 7 February 2026 665

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80

Optimizing smart nano grid control strategies through virtual environment and hybrid deep learning approaches.
Sinneh Sinneh, Ibrahim ; Sun, Yanxia
Renewable Energy Focus. Sep2025, Vol. 54, pN.PAG-N.PAG. 1p.

Graph neural networks Metaheuristic algorithms Federated learning Long short-term memory Optimization algorithms Deep learning
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