Výsledky vyhledávání - Graph-based algorithms sep inductive methods*

GraphBAN: An inductive graph-based approach for enhanced prediction of compound-protein interactions.

Autoři: Hadipour H Li YY Sun Y a další

Zdroj: Nature communications [Nat Commun] 2025 Mar 18; Vol. 16 (1), pp. 2541. Date of Electronic Publication: 2025 Mar 18.

Způsob vydávání: Journal Article

Informace o časopise: 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

Výrazy ze slovníku MeSH: Drug Discovery*/methods , Proteins*/metabolism , Proteins*/chemistry , Computational Biology*/methods, Humans ; NIMA-Interacting Peptidylprolyl Isomerase/metabolism ; NIMA-Interacting Peptidylprolyl Isomerase/chemistry ; Protein Binding ; Algorithms

An inductive framework for semi-supervised learning

Autoři: Yang, Shuyi Ienco, Dino Esposito, R. a další

Přispěvatelé: Yang, Shuyi Ienco, Dino Esposito, R. a další

Témata: Semi-supervised learning, [INFO] Computer Science [cs], Graph-based algorithms sep inductive methods

Přístupová URL adresa: https://hal.inrae.fr/hal-03444184v1

STPE-MARL: Spatio-Temporal Multi-Agent Population Evolution Reinforcement Learning.

Autoři: KEXING PENG SHIHAO ZHU TINGHUAI MA

Zdroj: ACM Transactions on Intelligent Systems & Technology; Aug2025, Vol. 16 Issue 4, p1-24, 24p

Témata: EVOLUTIONARY algorithms, GRAPH neural networks, OBSERVABILITY (Control theory), SPATIOTEMPORAL processes, REINFORCEMENT learning, POPULATION dynamics

Raker: A Relation-Aware Knowledge Reasoning Model for Inductive Relation Prediction.

Autoři: Wang, Jiaqi Li, Wengen Shu, Yulou a další

Zdroj: ACM Transactions on Knowledge Discovery from Data; Aug2025, Vol. 19 Issue 7, p1-20, 20p

Témata: KNOWLEDGE graphs, LANGUAGE models, INDUCTION (Logic), MACHINE learning, KNOWLEDGE representation (Information theory), STATISTICAL correlation

Modeling Fine-Grained Relations in Dynamic Space-Time Graphs for Video-Based Facial Expression Recognition.

Autoři: Huang, Changqin Jiang, Fan Han, Zhongmei a další

Zdroj: IEEE Transactions on Affective Computing; Jul-Sep2025, Vol. 16 Issue 3, p1675-1692, 18p

Automatic Modulation Classification Based on a Dynamic Graph Architecture.

Autoři: Liu, Xiguo Mao, Zhongyang Liu, Min a další

Zdroj: Applied Sciences (2076-3417); Nov2025, Vol. 15 Issue 21, p11782, 18p

Témata: GRAPH neural networks, SIGNAL classification, DEEP learning, WIRELESS communications, K-nearest neighbor classification

A Survey on Knowledge Graph-Based Recommender Systems.

Autoři: Guo, Qingyu Zhuang, Fuzhen Qin, Chuan a další

Zdroj: IEEE Transactions on Knowledge & Data Engineering; Aug2022, Vol. 34 Issue 8, p3549-3568, 20p

Témata: RECOMMENDER systems, KNOWLEDGE graphs, GRAPH algorithms, USER experience

Topology aware multitask cascaded U-Net for cerebrovascular segmentation.

Autoři: Rougé, Pierre Passat, Nicolas Merveille, Odyssée

Zdroj: PLoS ONE; 12/5/2024, Vol. 19 Issue 12, p1-20, 20p

Témata: MAGNETIC resonance angiography, COMPUTER-aided diagnosis, COMPLEX geometry, MAGNETIC resonance imaging, SKELETON

DynGraph-BERT: Combining BERT and GNN Using Dynamic Graphs for Inductive Semi-Supervised Text Classification.

Autoři: Perin, Eliton Luiz Scardin Souza, Mariana Caravanti de Silva, Jonathan de Andrade a další

Zdroj: Informatics; Mar2025, Vol. 12 Issue 1, p20, 20p

Témata: GRAPH neural networks, LANGUAGE models, TRANSFORMER models, KNOWLEDGE graphs, KNOWLEDGE transfer

Heterogeneous Graph Auto-Encoder for Credit Card Fraud Detection.

Autoři: Majumder, Sudipta Singh, Moirangthem Tiken Prasad, Rabinder Kumar a další

Zdroj: International Journal for Computers & Their Applications; Jun2025, Vol. 32 Issue 2, p124-138, 15p

Témata: CREDIT card fraud, GRAPH neural networks, FRAUD investigation, MACHINE learning, ANOMALY detection (Computer security)

Time series prediction for monitoring cardiovascular health in autistic patients.

Autoři: Ma, Congsha Lei, Ming

Zdroj: Frontiers in Psychiatry; 2025, p1-19, 19p

Témata: CARDIOVASCULAR diseases, AUTISTIC people, PREVENTIVE health services, HEALTH outcome assessment, ARTIFICIAL intelligence, INDIVIDUALIZED medicine, DATA integration, TIME

Ensemble Machine Learning Models for Blast-Induced Air Noise: A Review of Transformative Innovations in Minerals.

Autoři: Bonagiri, Divya Ragam, Prashanth

Zdroj: Journal of Mines, Metals & Fuels; Jul2025, Vol. 73 Issue 7, p2051-2082, 32p

Témata: MACHINE learning, MINING methodology, FEATURE selection, SUSTAINABILITY, BLASTING

DisambiguART: A Neural-based Inference Model for Knowledge Graph Disambiguation.

Autoři: Subagdja, Budhitama Shanthoshigaa, D. Tan, Ah-Hwee

Zdroj: ACM Transactions on Knowledge Discovery from Data; Jul2025, Vol. 19 Issue 6, p1-29, 29p

Témata: KNOWLEDGE graphs, ARTIFICIAL neural networks, DATA mining, CONTEXTUALISM (Philosophy), SELF-organizing systems, CONTEXTUAL analysis

From Illusion to Insight: A Taxonomic Survey of Hallucination Mitigation Techniques in LLMs.

Autoři: Kazlaris, Ioannis Antoniou, Efstathios Diamantaras, Konstantinos a další

Zdroj: AI; Oct2025, Vol. 6 Issue 10, p260, 80p

Témata: HALLUCINATIONS (Artificial intelligence), TAXONOMY, EVALUATION methodology, LANGUAGE models, SCIENTIFIC method

Vulnerability2Vec: A Graph-Embedding Approach for Enhancing Vulnerability Classification.

Autoři: Choi, Myoung-oh Shin, Mincheol Kang, Hyonjun a další

Zdroj: Computer Modeling in Engineering & Sciences (CMES); 2025, Vol. 144 Issue 3, p3191-3212, 22p

Témata: SMART power grids, ENERGY infrastructure, CLASSIFICATION, HAZARDS, RISK assessment, REPRESENTATIONS of graphs

A review and assessment of 3D CAD model retrieval in machine-part design.

Autoři: Ning, Fangwei Shi, Yan Tong, Xiaomeng a další

Zdroj: International Journal of Computer Integrated Manufacturing; Jun2025, Vol. 38 Issue 6, p752-774, 23p

Témata: STAGE lighting design, NEW product development, KNOWLEDGE graphs, GEOMETRIC analysis, GEOMETRIC shapes

Skeleton-Based Action Recognition Using Graph Convolutional Network with Pose Correction and Channel Topology Refinement.

Autoři: Gao, Yuxin Duan, Xiaodong Dai, Qiguo

Zdroj: Computers, Materials & Continua; 2025, Vol. 83 Issue 1, p701-718, 18p

Témata: HUMAN activity recognition, FEATURE extraction, MULTISENSOR data fusion, JOINTS (Anatomy), POSE estimation (Computer vision)

Learning Efficient Hash Codes for Fast Graph-Based Data Similarity Retrieval.

Autoři: Wang, Jinbao Xu, Shuo Zheng, Feng a další

Zdroj: IEEE Transactions on Image Processing; 2021, Vol. 30, p6321-6334, 14p

Témata: INFORMATION retrieval, REPRESENTATIONS of graphs, MACHINE learning, GRAPH algorithms, COMPUTER vision, VISUAL fields

A Self-Adaptive Temporal-Spatial Self-Training Algorithm for Semisupervised Fault Diagnosis of Industrial Processes.

Autoři: Zheng, Shaodong Zhao, Jinsong

Zdroj: IEEE Transactions on Industrial Informatics; Oct2022, Vol. 18 Issue 10, p6700-6711, 12p

A Survey on Automatic Image Captioning Approaches: Contemporary Trends and Future Perspectives.

Autoři: Salgotra, Garima Abrol, Pawanesh Selwal, Arvind

Zdroj: Archives of Computational Methods in Engineering; Apr2025, Vol. 32 Issue 3, p1459-1497, 39p