• Suche: "Graph Neural Networks"

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1

An adaptive recognition method for reliable collaboration of manufacturing services based on edge-aggregated graph convolutional network.
Liu, Zhengchao ; Zhang, Zhen ; Luo, Xin ; et al.
International Journal of Production Research. Dec2025, p1-28. 28p. 7 Illustrations.

RELIABILITY in engineeri... QUALITY of service OPERATIONS research GRAPH neural networks FEATURE extraction
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2

Leveraging artificial intelligence and antibiotic data to facilitate the design of novel fungicides.
Yang RQ ; Li HH ; Wang JY ; et al.
Publisher: Published for SCI by Wiley Country of Publication: England NLM ID: 100898744 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1526-4998 (Electronic) Linking ISSN: 1526498X NLM ISO Abbreviation: Pest Manag Sci Subsets: MEDLINE

Datasets as Topic Drug Discovery methods Fungicides, Industrial c... Graph Neural Networks Anti-Bacterial Agents ch... Recurrent Neural Network...
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3

Deep learning reveals endogenous sterols as allosteric modulators of the GPCR-Gα interface.
Mohanty SK ; Mittal A ; Farooqi N ; et al.
Publisher: eLife Sciences Publications, Ltd Country of Publication: England NLM ID: 101579614 Publication Model: Electronic Cited Medium: Internet ISSN: 2050-084X (Electronic) Linking ISSN: 2050084X NLM ISO Abbreviation: Elife Subsets: MEDLINE

Allosteric Regulation Computational Biology me... Ligands Molecular Docking Simula... Molecular Dynamics Simul... Saccharomyces cerevisiae... …
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4

Enzyme specificity prediction using cross-attention graph neural networks.
Cui H ; Su Y ; Dean TJ ; et al.
Publisher: Nature Publishing Group Country of Publication: England NLM ID: 0410462 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-4687 (Electronic) Linking ISSN: 00280836 NLM ISO Abbreviation: Nature Subsets: MEDLINE

Biocatalysis Catalytic Domain Databases, Protein Machine Learning Models, Molecular Reproducibility of Resul... …
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5

Industrial internet platform-driven decentralised multi-level synchronised reconfiguration of assembly supply chains.
Huang, Hai-nan ; Qu, Ting ; Qiu, Xiao-hui ; et al.
International Journal of Production Research. Jun2025, Vol. 63 Issue 12, p4328-4350. 23p.

TECHNOLOGICAL innovation... SUPPLY chains INFORMATION storage & re... INFORMATION architecture GRAPH neural networks
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6

Heterogeneous knowledge graph-driven subassembly identification with ensemble deep learning in Industry 4.0.
Zhang, Chao ; Jing, Yanzhen ; Zhou, Guanghui ; et al.
International Journal of Production Research. May2025, Vol. 63 Issue 9, p3175-3191. 17p.

SYSTEMS engineering GRAPH neural networks DEEP learning KNOWLEDGE graphs DETECTION algorithms
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7

Glycolysis-compatible urethanases for polyurethane recycling.
Chen Y ; Sun J ; Shi K ; et al.
Publisher: American Association for the Advancement of Science Country of Publication: United States NLM ID: 0404511 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1095-9203 (Electronic) Linking ISSN: 00368075 NLM ISO Abbreviation: Science Subsets: MEDLINE

Biocatalysis Enzyme Stability Hydrophobic and Hydrophi... Glycolysis Polyurethanes chemistry Polyurethanes metabolism …
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8

Morphometric similarity network-based graph convolutional networks for schizophrenia classification.
Park HW ; Lee WH
Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Humans Magnetic Resonance Imagi... Datasets as Topic Brain diagnostic imaging Male Female …
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9

Predicting microbial community structure and temporal dynamics by using graph neural network models.
Andersen KS ; Zhao K ; Agerskov AL ; et al.
Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE

RNA, Ribosomal, 16S anal... RNA, Ribosomal, 16S gene... Sewage microbiology Water Purification Denmark Graph Neural Networks …
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10

Enhancing explainable AI with graph signal processing: Applications in water distribution systems.
Brentan BM ; Menapace A ; Oberascher M ; et al.
Publisher: Pergamon Press Country of Publication: England NLM ID: 0105072 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2448 (Electronic) Linking ISSN: 00431354 NLM ISO Abbreviation: Water Res Subsets: MEDLINE

Artificial Intelligence Water Supply Graph Neural Networks
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11

SecProGNN: Predicting Bronchoalveolar Lavage Fluid Secreted Protein Using Graph Neural Network.
Shao D ; Zhang G ; Lin L ; et al.
Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print Cited Medium: Internet ISSN: 2168-2208 (Electronic) Linking ISSN: 21682194 NLM ISO Abbreviation: IEEE J Biomed Health Inform Subsets: MEDLINE

Humans Biomarkers, Tumor analys... Adenocarcinoma of Lung d... Lung Neoplasms diagnosis Bronchoalveolar Lavage F... Graph Neural Networks …
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12

A configuration optimization approach for reconfigurable manufacturing system based on column-generation combined with graph neural network.
Cui, Feng ; Jiang, Zhibin ; Zhou, Xin ; et al.
International Journal of Production Research. Feb2025, Vol. 63 Issue 3, p970-991. 22p.

COLUMN generation (Algor... INVENTORY costs GRAPH neural networks STRUCTURAL optimization STOCHASTIC programming
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13

Generative and contrastive graph representation learning with message passing.
Tang Y ; Yang Y ; Sun G
Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Datasets as Topic Autoencoder Generative Artificial In... Graph Neural Networks Supervised Machine Learn...
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14

Multivariate Time Series Anomaly Detection Using Directed Hypergraph Neural Networks.
Ha, Tae Wook ; Kim, Myoung Ho
Applied Artificial Intelligence. Dec2025, Vol. 39 Issue 1, p1-17. 17p.

TIME series analysis MULTIVARIATE analysis ARTIFICIAL neural networ... GRAPH neural networks DIRECTED graphs ANOMALY detection (Compu...
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15

Personalized Recommendation System of E-Commerce in the Digital Economy Era: Enhancing Social Connections with Graph Attention Networks.
He, Yuan ; Du, Yonghong ; Pu, Xiaofei
Applied Artificial Intelligence. Dec2025, Vol. 39 Issue 1, p1-24. 24p.

ELECTRONIC commerce RECOMMENDER systems GRAPH neural networks DATA quality SOCIAL network analysis
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16

Friend Link Prediction Method Based on Heterogeneous Multigraph and Hierarchical Attention.
Liu, Aoxue ; Li, Boyu ; Wang, Yong ; et al.
Applied Artificial Intelligence. Dec2025, Vol. 39 Issue 1, p1-37. 37p.

GRAPH neural networks MULTIGRAPH GEOSPATIAL data ATTENTION SOCIAL network analysis GEOTAGGING
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17

Graph Neural Networks and Explainable Spillovers: Global Monetary and Oil Shocks in GCC Financial Markets.
Morshed, Amer
Economies. Nov2025, Vol. 13 Issue 11, p308. 25p.

ECONOMIC shock PRICE fluctuations FINANCIAL markets GRAPH neural networks CREDIT spread CAUSAL artificial intell... …
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18

Research Spotlights.
Information Systems Research. Dec2025, Vol. 36 Issue 4, piv-x. 7p.

SALES forecasting JOB performance LEADERSHIP MANAGEMENT science DEEP learning GRAPH neural networks …
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19

Beyond Complements and Substitutes: A Graph Neural Network Approach for Collaborative Retail Sales Forecasting.
Liu, Jing ; Wang, Gang ; Zhao, Huimin ; et al.
Information Systems Research. Dec2025, Vol. 36 Issue 4, p1993-2016. 24p.

SALES forecasting DECISION support systems RETAIL store management FORECASTING INVENTORY control GRAPH neural networks
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20

Nondestructive fatigue life prediction for additively manufactured metal parts through a multimodal transfer learning framework.
Li, Anyi ; Poudel, Arun ; Shao, Shuai ; et al.
IISE Transactions. Nov2025, Vol. 57 Issue 11, p1344-1359. 16p.

FAILURE analysis NONDESTRUCTIVE testing FATIGUE life GRAPH neural networks PREDICTION models THREE-dimensional printi... …
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