Works matching DE "GRAPH neural networks"

Results: 1674

Artificial Intelligence (AI) in Surface Water Management: A Comprehensive Review of Methods, Applications, and Challenges.

Published in:

Water (20734441), 2025, v. 17, n. 11, p. 1707, doi. 10.3390/w17111707

By:

Gacu, Jerome G.;
Monjardin, Cris Edward F.;
Mangulabnan, Ronald Gabriel T.;
Pugat, Gerald Christian E.;
Solmerin, Jerose G.

Publication type:

Article

Non-end-to-end adaptive graph learning for multi-scale temporal traffic flow prediction.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0322145

By:

Xu, Kang;
Pan, Bin;
Zhang, MingXin;
Zhang, Xuan;
Hou, XiaoYu;
Yu, JingXian;
Lu, ZhiZhu;
Zeng, Xiao;
Jia, QingQing

Publication type:

Article

Efficient AI-Driven Query Optimization in Large-Scale Databases: A Reinforcement Learning and Graph-Based Approach.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1700, doi. 10.3390/math13111700

By:

Sassi, Najla;
Jaziri, Wassim

Publication type:

Article

Towards Scientific Knowledge Graphs: Dependency Graph Analysis Using Graph Neural Networks for Extracting Scientific Relations.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2276, doi. 10.3390/electronics14112276

By:

Wu, Ruowen;
Pourroostaei Ardakani, Saeid

Publication type:

Article

Sequential Recommendation System Based on Deep Learning: A Survey.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2134, doi. 10.3390/electronics14112134

By:

Wei, Peiyang;
Shu, Hongping;
Gan, Jianhong;
Deng, Xun;
Liu, Yi;
Sun, Wenying;
Chen, Tinghui;
Hu, Can;
Hu, Zhenzhen;
Deng, Yonghong;
Qin, Wen;
Li, Zhibin

Publication type:

Article

Harnessing Artificial Intelligence and Machine Learning for Identifying Quantitative Trait Loci (QTL) Associated with Seed Quality Traits in Crops.

Published in:

Plants (2223-7747), 2025, v. 14, n. 11, p. 1727, doi. 10.3390/plants14111727

By:

Kassem, My Abdelmajid

Publication type:

Article

Air Conditioning Load Forecasting for Geographical Grids Using Deep Reinforcement Learning and Density-Based Spatial Clustering of Applications with Noise and Graph Attention Networks.

Published in:

Energies (19961073), 2025, v. 18, n. 11, p. 2832, doi. 10.3390/en18112832

By:

Long, Chuan;
Yang, Xinting;
Su, Yunche;
Liu, Fang;
Ma, Ruiguang;
Ma, Tiannan;
Wu, Yangjin;
Shen, Xiaodong

Publication type:

Article

基于图神经网络的柔性作业车间两阶段调度研究.

Published in:

Journal of Computer Engineering & Applications, 2025, v. 61, n. 11, p. 342, doi. 10.3778/j.issn.1002-8331.2312-0315

By:

魏琦;
李艳武;
谢辉;
牛晓伟

Publication type:

Article

Efficiently charting the space of mixed vacancy-ordered perovskites by machine-learning encoded atomic-site information.

Published in:

NPJ Computational Materials, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41524-025-01667-6

By:

Zhang, Fan;
Fu, Li;
Gao, Weiwei;
Zhang, Peihong;
Zhao, Jijun

Publication type:

Article

Financial accounting management strategy based on business intelligence technology for sustainable development strategy.

Published in:

Discover Artificial Intelligence, 2025, v. 5, n. 1, p. 1, doi. 10.1007/s44163-025-00366-x

By:

Feng, Jianben

Publication type:

Article

TempODEGraphNet: predicting user churn using dynamic social graphs and neural ODEs.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0321560

By:

Lee, Minseop;
Woo, Jiyoung

Publication type:

Article

Classification of artificial intelligence techniques for early architectural design stages.

Published in:

International Journal of Architectural Computing, 2025, v. 23, n. 2, p. 387, doi. 10.1177/14780771241260857

By:

Vissers-Similon, Elien;
Dounas, Theodoros;
De Walsche, Johan

Publication type:

Article

A graph-based computational tool for retrieving architectural precedents of building and ground relationship (BGR tool).

Published in:

International Journal of Architectural Computing, 2025, v. 23, n. 2, p. 517, doi. 10.1177/14780771241260853

By:

Alymani, Abdulrahman;
Jabi, Wassim

Publication type:

Article

基于图神经网络的有向网络节点影响力计算方法.

Published in:

Science Technology & Engineering, 2025, v. 25, n. 12, p. 5066, doi. 10.12404/j.issn.1671-1815.2403486

By:

吴安昊;
卜凡亮;
李志远

Publication type:

Article

面向说话人日志的多原型驱动图神经网络方法.

Published in:

Application Research of Computers / Jisuanji Yingyong Yanjiu, 2025, v. 42, n. 6, p. 1778, doi. 10.19734/j.issn.1001-3695.2024.11.0458

By:

毛青青;
贾洪杰;
朱必松

Publication type:

Article

基于特性分流的多模态对话情绪感知算法.

Published in:

Application Research of Computers / Jisuanji Yingyong Yanjiu, 2025, v. 42, n. 6, p. 1641, doi. 10.19734/j.issn.1001-3695.2024.12.0466

By:

任钦泽;
袁野;
傅柯婷;
付军秀;
徐康;
刘娜

Publication type:

Article

Combining graph neural network and Mamba to capture local and global tissue spatial relationships in whole slide images.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-99042-4

By:

Ding, Ruiwen;
Luong, Kha-Dinh;
Rodriguez, Erika;
da Silva, Ana Cristina Araujo Lemos;
Hsu, William

Publication type:

Article

Stealthy graph backdoor attack based on feature trigger.

Published in:

Complex & Intelligent Systems, 2025, v. 11, n. 8, p. 1, doi. 10.1007/s40747-025-01934-5

By:

Chen, Yang;
Bin, Zhou;
Zhao, Haixing

Publication type:

Article

A Model-Agnostic Graph Neural Network for Integrating Local and Global Information.

Published in:

Journal of the American Statistical Association, 2025, v. 120, n. 550, p. 1225, doi. 10.1080/01621459.2024.2404668

By:

Zhou, Wenzhuo;
Qu, Annie;
Cooper, Keiland W.;
Fortin, Norbert;
Shahbaba, Babak

Publication type:

Article

An end-to-end attention-based approach for learning on graphs.

Published in:

Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-025-60252-z

By:

Buterez, David;
Janet, Jon Paul;
Oglic, Dino;
Liò, Pietro

Publication type:

Article

融合层级知识图谱嵌入与注意力机制的推荐方法.

Published in:

Journal of Frontiers of Computer Science & Technology, 2025, v. 19, n. 6, p. 1508, doi. 10.3778/j.issn.1673-9418.2407019

By:

沙潇;
王建文;
丁建川;
徐笑然

Publication type:

Article

Research on vehicle trajectory prediction methods in dense and heterogeneous urban traffic.

Published in:

Transportation Letters, 2025, v. 17, n. 6, p. 968, doi. 10.1080/19427867.2024.2403818

By:

Zhang, Sumin;
Bai, Ri;
He, Rui;
Meng, Zhiwei;
Chang, Yupeng;
Zhi, Yongshuai

Publication type:

Article

Examining the Role of Machine Learning Algorithms in Flood Monitoring Systems.

Published in:

International Journal of High School Research, 2025, v. 7, n. 5, p. 48, doi. 10.36838/v7i5.7

By:

Junmin Quan

Publication type:

Article

Solving the traveling salesman problem with machine learning: a review of recent advances and challenges.

Published in:

Artificial Intelligence Review, 2025, v. 58, n. 9, p. 1, doi. 10.1007/s10462-025-11267-x

By:

Alanzi, Entesar;
Menai, Mohamed El Bachir

Publication type:

Article

Research on Internet of Things Intrusion Detection Model Based on Graph Neural Network Fusion of Temporal Features.

Published in:

Engineering Letters, 2025, v. 33, n. 6, p. 2108

By:

Baiping Sun;
Hong Dai;
Jiwang Sun;
Xi Wei

Publication type:

Article

TDLPN: Transductive Dual Label Propagation Network for Few-shot Learning.

Published in:

Engineering Letters, 2025, v. 33, n. 6, p. 1806

By:

Ye Li;
Guangsheng Li

Publication type:

Article

TaDGSR: A Time-adaptive Prediction Dynamic Graph Neural Network for Sequential Recommendation.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 6, p. 1896

By:

Wanzhi Chen;
Zhuo Li

Publication type:

Article

A Spectral Domain Graph Transformer Model with Position-Encoded Information.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 6, p. 1683

By:

Baisen Xiong;
Sijie Wen;
Ping Lu;
Kaibiao Lin

Publication type:

Article

Graph Neural Network Output for Dataset Duplication Detection on Analog Integrated Circuit Recognition System.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 5, p. 877, doi. 10.14569/ijacsa.2025.0160586

By:

Mannan, Arif Abdul;
Tanno, Koichi

Publication type:

Article

AnoEdgePred: A Novel Method for Detecting Anomalous Edges in Social Networks.

Published in:

IETE Technical Review, 2025, v. 42, n. 2, p. 205, doi. 10.1080/02564602.2025.2485914

By:

Raj, Pallavi

Publication type:

Article

A differentiable deep learning approach for inverse optimization of hopper flows in particulate manufacturing.

Published in:

AIChE Journal, 2025, v. 71, n. 7, p. 1, doi. 10.1002/aic.18825

By:

Liu, Chengbo;
Liu, Tingting;
Jiang, Yu;
Zhou, Yuanye;
Li, Yanjiao;
Hong, Kun;
Chen, Xizhong

Publication type:

Article

Discovery of chemically modified higher tungsten boride by means of hybrid GNN/DFT approach.

Published in:

NPJ Computational Materials, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41524-025-01628-z

By:

Matsokin, Nikita A.;
Eremin, Roman A.;
Kuznetsova, Anastasia A.;
Humonen, Innokentiy S.;
Krautsou, Aliaksei V.;
Lazarev, Vladimir D.;
Vassilyeva, Yuliya Z.;
Pak, Alexander Ya.;
Budennyy, Semen A.;
Kvashnin, Alexander G.;
Osiptsov, Andrei A.

Publication type:

Article

Negative Feedback Matters: Exploring Positive and Negative Correlations for Time Series Anomaly Detection.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 2068, doi. 10.3390/electronics14102068

By:

Jin, Yixuan;
Liu, Xueting;
Hu, Bing;
Walker, Joojo;
Wang, Ke;
Wu, Wei;
Zhong, Ting

Publication type:

Article

Classification of Whole-Slide Pathology Images Based on State Space Models and Graph Neural Networks.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 2056, doi. 10.3390/electronics14102056

By:

Ding, Feng;
Cai, Chengfei;
Li, Jun;
Liu, Mingxin;
Jiao, Yiping;
Wu, Zhengcan;
Xu, Jun

Publication type:

Article

Heterogeneous Multi-Sensor Fusion for AC Motor Fault Diagnosis via Graph Neural Networks.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 2005, doi. 10.3390/electronics14102005

By:

Liao, Yuandong;
Li, Wenyong;
Lian, Guan;
Li, Junzhuo

Publication type:

Article

Automated Reservoir History Matching Framework: Integrating Graph Neural Networks, Transformer, and Optimization for Enhanced Interwell Connectivity Inversion.

Published in:

Processes, 2025, v. 13, n. 5, p. 1386, doi. 10.3390/pr13051386

By:

Liu, Botao;
Xu, Tengbo;
Xu, Yunfeng;
Zhao, Hui;
Li, Bo

Publication type:

Article

A Spatiotemporal Attention-Guided Graph Neural Network for Precise Hyperspectral Estimation of Corn Nitrogen Content.

Published in:

Agronomy, 2025, v. 15, n. 5, p. 1041, doi. 10.3390/agronomy15051041

By:

Lu, Feiyu;
Zhang, Boming;
Hou, Yifei;
Xiong, Xiao;
Dong, Chaoran;
Lu, Wenbo;
Li, Liangxue;
Lv, Chunli

Publication type:

Article

Multi-Level Graph Attention Network-Based Anomaly Detection in Industrial Control System.

Published in:

Actuators, 2025, v. 14, n. 5, p. 210, doi. 10.3390/act14050210

By:

Lin, Longxin;
Gu, Anyang;
Min, Feiyan;
Zhou, Shan

Publication type:

Article

Methodology for Human–Robot Collaborative Assembly Based on Human Skill Imitation and Learning.

Published in:

Machines, 2025, v. 13, n. 5, p. 431, doi. 10.3390/machines13050431

By:

Zhou, Yixuan;
Tang, Naisheng;
Li, Ziyi;
Sun, Hanlei

Publication type:

Article

MultiGNN: A Graph Neural Network Framework for Inferring Gene Regulatory Networks from Single-Cell Multi-Omics Data.

Published in:

Computation, 2025, v. 13, n. 5, p. 124, doi. 10.3390/computation13050124

By:

Liu, Dongbo;
Chen, Hao;
Wang, Jianxin;
Wang, Yeru

Publication type:

Article

An improve fraud detection framework via dynamic representations and adaptive frequency response filter.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-02032-9

By:

Yang, Juncheng;
Li, Shuxia;
Huang, Zijun;
Wu, Junhang

Publication type:

Article

Trajectory- and Friendship-Aware Graph Neural Network with Transformer for Next POI Recommendation.

Published in:

ISPRS International Journal of Geo-Information, 2025, v. 14, n. 5, p. 192, doi. 10.3390/ijgi14050192

By:

Yu, Chenglin;
Shi, Lihong;
Zhao, Yangyang

Publication type:

Article

Hybrid Learning Model of Global–Local Graph Attention Network and XGBoost for Inferring Origin–Destination Flows.

Published in:

ISPRS International Journal of Geo-Information, 2025, v. 14, n. 5, p. 182, doi. 10.3390/ijgi14050182

By:

Shan, Zhenyu;
Yang, Fei;
Shi, Xingzi;
Cui, Yaping

Publication type:

Article

Improving Safety Awareness Campaigns Through the Use of Graph Neural Networks.

Published in:

Axioms (2075-1680), 2025, v. 14, n. 5, p. 328, doi. 10.3390/axioms14050328

By:

Guillén, Jose D. Hernández;
del Rey, Angel Martín

Publication type:

Article

Research on Multi-Step Prediction of Pipeline Corrosion Rate Based on Adaptive MTGNN Spatio-Temporal Correlation Analysis.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5686, doi. 10.3390/app15105686

By:

Sun, Mingyang;
Qin, Shiwei

Publication type:

Article

Heterogeneous Graph Neural-Network-Based Scheduling Optimization for Multi-Product and Variable-Batch Production in Flexible Job Shops.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5648, doi. 10.3390/app15105648

By:

Peng, Yuxin;
Lyu, Youlong;
Zhang, Jie;
Chu, Ying

Publication type:

Article

A Formula-Structure-Embedding-Based GNN for Formula Equivalence Determination.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5448, doi. 10.3390/app15105448

By:

Liu, Shan;
Jiang, Dongchen

Publication type:

Article

Modeling Semantic-Aware Prompt-Based Argument Extractor in Documents.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5279, doi. 10.3390/app15105279

By:

Zhou, Yipeng;
Fan, Jiaxin;
Zhang, Qingchuan;
Zhu, Lin;
Sun, Xingchen

Publication type:

Article

MTGNet: Multi-Agent End-to-End Motion Trajectory Prediction with Multimodal Panoramic Dynamic Graph.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5244, doi. 10.3390/app15105244

By:

Dai, Yinfei;
Zhang, Yuantong;
Zhou, Xiuzhen;
Wang, Qi;
Song, Xiao;
Wang, Shaoqiang

Publication type:

Article

An Anomaly Node Detection Method for Wireless Sensor Networks Based on Deep Metric Learning with Fusion of Spatial–Temporal Features.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3033, doi. 10.3390/s25103033

By:

Wang, Ziheng;
Ye, Miao;
Cheng, Jin;
Zhu, Cheng;
Wang, Yong

Publication type:

Article