• Suche: Graph Machine Learning

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41

A Graph Machine Learning Approach for Detecting Topological Patterns in Transactional Graphs
Zola, Francesco ; Medina, Jon Ander ; Venturi, Andrea ; et al.

Machine Learning Artificial Intelligence Computational Engineerin...
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42

Graph Machine Learning in the Era of Large Language Models (LLMs)
Shijie Wang ; Jiani Huang ; Zhikai Chen ; et al.
ACM Transactions on Intelligent Systems and Technology. 16:1-40

Social and Information N... FOS: Computer and inform... Computer Science - Machi... Computer Science - Compu... Artificial Intelligence... Computer Science - Artif... …
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43

Graph Deep Learning for Time Series Forecasting
Andrea Cini ; Ivan Marisca ; Daniele Zambon ; et al.
ACM Computing Surveys. 57:1-34

FOS: Computer and inform... Computer Science - Machi... Artificial Intelligence... Computer Science - Artif... Machine Learning (cs.LG)
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44

Identifying the graph-based typology features for machine learning models in financial fraud detection
Sabina Rakhmetulayeva ; Aliya Kulbayeva ; Aigerim Bolshibayeva ; et al.
Eastern-European Journal of Enterprise Technologies; Vol. 3 No. 9 (135) (2025): Information and controlling system; 40-54
Eastern-European Journal of Enterprise Technologies; Том 3 № 9 (135) (2025): Інформаційно-керуючі системи; 40-54

виявлення аномалій... transaction patterns графовий аналіз... машинне навчання... financial fraud anomaly detection …
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45

Prediction of Rn, N2, and O2 Adsorption and Separation in MOFs and MOF@AC Composites via Machine Learning and Graph Neural Networks
Zhang, Xuan ; Shang, Wenjia
Industrial & Engineering Chemistry Research. 64(50):24227-24239

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47

EEG-Based Consumer Behaviour Prediction: An Exploration from Classical Machine Learning to Graph Neural Networks
Afshar, Mohammad Parsa ; Azimi, Aryan

Artificial Intelligence Machine Learning
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49

Verifying Computational Graphs in Production-Grade Distributed Machine Learning Frameworks
Zulkifli, Kahfi S. ; Qian, Wenbo ; Zhu, Shaowei ; et al.

Machine Learning Programming Languages
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50

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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51

Enhanced sensor environment graph based deep learning approach for air quality anomaly detection
Masmoudi, Sahar ; Garnier, Christelle ; Savard, Anne ; et al.
32 ND European Signal Processing Conference (EUSIPCO) 2024, Aug 2024, Lyon (Centre des Congrès), France

Lyon (Centre des Congrès... Pollutant forecasting Gr... Pollutant forecasting Graph neural network A3T-GCN Anomaly detection …
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52

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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53

Unlocking Advanced Graph Machine Learning Insights through Knowledge Completion on Neo4j Graph Database
Napoli, Rosario ; Celesti, Antonio ; Villari, Massimo ; et al.

Databases Information Retrieval 05C85, 68T05, 68T30 H.2.4; H.2.8; I.2.6; I.2...
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54

Towards fair graph-based machine learning software: unveiling and mitigating graph model bias
Wang, Zichong ; Yin, Zhipeng ; Zhang, Xingyu ; et al.
AI and Ethics. 5(6):6279-6296

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55

ADAPT: Lightweight, Long-Range Machine Learning Force Fields Without Graphs
Dramko, Evan ; Xiong, Yihuang ; Zhu, Yizhi ; et al.

Machine Learning Materials Science Optimization and Control 68Q32 (Primary), 68T07 (...
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56

Deep Learning for School Dropout Detection: A Comparison of Tabular and Graph-Based Models for Predicting At-Risk Students
Almeida, Pablo G. ; Silva, Guilherme A. L. ; Santos, Valéria ; et al.

Machine Learning
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57

Structural Connectome Harmonization Using Deep Learning: The Strength of Graph Neural Networks
Patel, Jagruti ; Bolton, Thomas A. W. ; Schöttner, Mikkel ; et al.

Machine Learning
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58

History Matching under Uncertainty of Geological Scenarios with Implicit Geological Realism Control with Generative Deep Learning and Graph Convolutions
Shishaev, Gleb ; Demyanov, Vasily ; Arnold, Daniel

Applications Machine Learning Data Analysis, Statistic...
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59

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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60

Hybrid urban intelligences: graph machine learning-driven multi-agent system for walkability
Palomares Avena, Luis Felipe
Architectural Intelligence. 4(1)

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