• Suche: Graph Machine Learning

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102

Oversmoothing, Oversquashing, Heterophily, Long-Range, and more: Demystifying Common Beliefs in Graph Machine Learning
Arnaiz-Rodriguez, Adrian ; Errica, Federico

Machine Learning Artificial Intelligence
Report
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103

Osteosarcoma knowledge graph question answering system: deep learning-based knowledge graph and large language model fusion
Lulu Zhang ; Weisong Zhao ; Zhiwei Cheng ; et al.
Intelligent Medicine, Vol 5, Iss 2, Pp 99-110 (2025)

Knowledge graph Osteosarcoma Text mining Large language model Medical technology R855-855.5
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104

Real-time Cross-border Payment Fraud Detection Using Temporal Graph Neural Networks: A Deep Learning Approach
Ju, Chengru ; Ma, Xiaowen ; Dong, Boyang
Academic Journal of Sociology and Management; Vol. 3 No. 2 (2025); 1-12

Real-time Fraud Detectio... Deep Learning Cross-border Payment Fra... Temporal Graph Neural Ne... Finance
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105

A Graph-Based Machine Learning Framework for Predicting Physicochemical Properties of Antiviral Drugs via Topological Indices
Haider, Irfan ; Li, Mingchu ; Jamil, Muhammad Kamran ; et al.
Journal of Chemical Information and Modeling. 65(21):12038-12057

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106

Anomaly Detection in Electronic Health Records Across Hospital Networks: Integrating Machine Learning With Graph Algorithms
Haoran Niu ; Olufemi A. Omitaomu ; Michael A. Langston ; et al.
IEEE Journal of Biomedical and Health Informatics. 29:3723-3735

Machine Learning Electronic Health Record... Humans Algorithms Hospitals Medical Informatics
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107

Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning
Said, Anwar ; Wei, Yifan ; Ahmad, Obaid Ullah ; et al.

Machine Learning
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108

Rhomboid Tiling for Geometric Graph Deep Learning
Zhang, Yipeng ; Li, Longlong ; Xia, Kelin

Computer Science - Machi...
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109

Generation of a Compendium of Transcription Factor Cascades and Identification of Potential Therapeutic Targets Using Graph Machine Learning.
Sivarajkumar S ; Roy R ; Tandale P ; et al.
Publisher: MDPI Country of Publication: Switzerland NLM ID: 101551097 Publication Model: Electronic Cited Medium: Internet ISSN: 2073-4425 (Electronic) Linking ISSN: 20734425 NLM ISO Abbreviation: Genes (Basel) Subsets: MEDLINE

Humans Databases, Genetic Computational Biology me... Machine Learning Transcription Factors ge... Transcription Factors me... …
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110

Graph-Structured Small Molecule Drug Discovery Through Deep Learning: Progress, Challenges, and Opportunities
Li, Kun ; Xiong, Yida ; Zhang, Hongzhi ; et al.
2025 IEEE International Conference on Web Services (ICWS). :1033-1042

FOS: Computer and inform... Computer Science - Machi... Quantitative Biology - B... FOS: Biological sciences Biomolecules (q-bio.BM) Machine Learning (cs.LG)
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111

Convolution and Graph-based Deep Learning Approaches for Gamma/Hadron Separation in Imaging Atmospheric Cherenkov Telescopes
Mehta, Abhay ; Parsons, Dan ; Holch, Tim Lukas ; et al.

High Energy Astrophysica...
Report
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112

Descriptor and Graph-based Molecular Representations in Prediction of Copolymer Properties Using Machine Learning
Kazemi-Khasragh, Elaheh ; Mercado, Rocío ; Gonzalez, Carlos ; et al.

Materials Science
Report
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113

Intellectual Property in Graph-Based Machine Learning as a Service: Attacks and Defenses
Li, Lincan ; Shen, Bolin ; Zhao, Chenxi ; et al.

Cryptography and Securit... Artificial Intelligence
Report
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114

Contextual video analytics and recommendations through natural language processing (NLP) and graph machine learning (GML)
null Umm-e-Laila ; Khalid Mahboob ; Muzammil Ahmed Khan ; et al.
Mehran University Research Journal of Engineering and Technology, Vol 44, Iss 3, Pp 65-73 (2025)

Technology content analysis keyword extraction sentiment analysis Science natural language process... …
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115

Machine learning on graphs for dynamic prediction and recommendation
Apprentissage automatique sur les graphes pour la prédiction dynamique et la recommandation
Karmim, Yannis ; Centre d'études et de recherche en informatique et communications (CEDRIC) ; Ecole Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise (ENSIIE)-Conservatoire National des Arts et Métiers [Cnam] (Cnam) ; et al.
Informatique [cs]. Conservatoire national des arts et metiers - CNAM, 2025. Français. ⟨NNT : 2025CNAM0011⟩

Recommendation Dynamic graphs Graph Neural Networks Machine Learning Recommandation Graphes dynamiques …
Dissertation
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116

Quantum machine learning on near term hardware with unstructured and graph structured data
Apprentissage automatique sur des machine quantiques actuelles avec des données non structurées et sur des graphes
Thabet, Slimane ; Information Quantique [LIP6] (QI) ; LIP6 ; et al.
Machine Learning [cs.LG]. Sorbonne Université, 2025. English. ⟨NNT : 2025SORUS146⟩

Graphs Neutral Atoms Quantum Computing Machine Learning Graphes Atomes neutres …
Dissertation
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117

MM-GTUNets: Unified Multi-Modal Graph Deep Learning for Brain Disorders Prediction
Luhui Cai ; Weiming Zeng ; Hongyu Chen ; et al.
IEEE Transactions on Medical Imaging. 44:3705-3716

FOS: Computer and inform... Computer Vision and Patt... Computer Science - Compu...
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118

Machine Learning for Graph Data Management and Query Processing
Hanchen Wang ; Ying Zhang ; Wenjie Zhang
Proceedings of the VLDB Endowment. 18:5499-5503

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119

An Efficient Search-and-Score Algorithm for Ancestral Graphs using Multivariate Information Scores for Complex Non-linear and Categorical Data
Lagrange, Nikita ; Isambert, Hervé ; Centre National de la Recherche Scientifique (CNRS) ; et al.
International Conference on Machine Learning. :32164-32187

Vancouver, Canada [STAT.ML]Statistics [sta... Machine Learning [stat.M...
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120

A Framework for Object-Centric Predictive Process Monitoring Using Graph-Based Process Executions
Gherissi, Wissam ; El Haddad, Joyce ; Grigori, Daniela ; et al.
2025 IEEE International Conference on Web Services (ICWS). :435-441

Helsinki, France [STAT.ML]Statistics [sta... Machine Learning [stat.M...
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