Search Results - Spatial-temporal graph convolutional network algorithm~

Data center traffic scheduling algorithm based on spatial–temporal graph convolution networks.

Authors: Shang, Fengjun Jiang, Yanguo

Source: Wireless Networks (10220038). Oct2025, Vol. 31 Issue 7, p4649-4660. 12p.

Subject Terms: *LOAD balancing (Computer networks), *GRAPH neural networks, *BEES algorithm, *SERVER farms (Computer network management), *BANDWIDTH allocation, *NETWORK performance

STGCN-SHOA: A Spatial-Temporal Graph Convolutional Network for athletes’ gait analysis using Spotted Hyena Optimization Algorithm

Authors: M Amsaprabhaa D Abisha

Source: 2023 International Conference on Advanced Computing Technologies and Applications (ICACTA). :1-6

Cross-User Electromyography Pattern Recognition Based on a Novel Spatial-Temporal Graph Convolutional Network

Authors: Mengjuan Xu Xiang Chen Yuwen Ruan et al.

Source: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 32, Pp 72-82 (2024)

Subject Terms: user-independent, Gestures, gesture recognition, Electromyography, graph neural network, RM1-950, transfer learning, EMG, Medical technology, Humans, Therapeutics. Pharmacology, Neural Networks, Computer, R855-855.5, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/38090843
https://doaj.org/article/cc7e83ec650544dcbfa357cf73a35da4

Intelligent disassembly scenario understanding for human behavior and intention recognition towards self-perception human-robot collaboration system

Authors: Xiao, Jinhua Wang, Bo Huang, Kaile et al.

Source: European Lighthouse to Manifest Trustworthy and Green AI (ENFIELD) Journal of manufacturing systems. 83:937-962

Subject Terms: Disassembly system, End-of-life product, Human robot collaboration, Intent recognition, ST-GCN algorithm, Behavioral research, Collaborative robots, Intelligent robots, Man machine systems, Pattern recognition, Convolutional networks, Disassembly systems, End-of-life products, Human-robot collaboration, Intention recognition, Network algorithms, Spatial temporals, Spatial-temporal graph convolutional network algorithm, Temporal graphs, Inference engines, Virtual Production Development (VPD)

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-26015
https://doi.org/10.1016/j.jmsy.2025.11.012

Jumping Knowledge Based Spatial-Temporal Graph Convolutional Networks for Automatic Sleep Stage Classification

Authors: Xiaopeng Ji Yan Li Peng Wen

Source: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 30, Pp 1464-1472 (2022)

Subject Terms: Manganese, Aggregates, Classification algorithms, 0206 medical engineering, sleep stage classification, Deep learning, Electroencephalography, RM1-950, 02 engineering and technology, Convolution, Electrooculography, 03 medical and health sciences, 0302 clinical medicine, Medical technology, Feature extraction, Humans, graph convolutional networks, Therapeutics. Pharmacology, Neural Networks, Computer, Sleep Stages, R855-855.5, Sleep

File Description: application/pdf

Access URL: https://pubmed.ncbi.nlm.nih.gov/35584068
https://doaj.org/article/c9a8c41145214459a2bb9d599b1df54f

Fall Detection Method for Infrared Videos Based on Spatial-Temporal Graph Convolutional Network

Authors: Junkai Yang Yuqing He Jingxuan Zhu et al.

Source: Sensors (Basel)
Sensors, Vol 24, Iss 14, p 4647 (2024)

Subject Terms: spatial-temporal graph convolutional network, Infrared Rays, Chemical technology, Video Recording, TP1-1185, 02 engineering and technology, Article, fall detection, infrared video, 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, Humans, skeleton extraction, Accidental Falls, Neural Networks, Computer, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/39066046
https://doaj.org/article/dddfb971570a40859a834ff1eee4b2ab

A Comparative Study of Using Spatial-Temporal Graph Convolutional Networks for Predicting Availability in Bike Sharing Schemes

Authors: Chen, Zhengyong Wu, Hongde O'Connor, Noel E. et al.

Source: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC). :1299-1305

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, Computer Science - Machine Learning, Systems and Control (eess.SY), 02 engineering and technology, Electrical Engineering and Systems Science - Systems and Control, 01 natural sciences, Systems engineering, Machine Learning (cs.LG), Machine learning, 11. Sustainability, FOS: Electrical engineering, electronic engineering, information engineering, 0202 electrical engineering, electronic engineering, information engineering, Algorithms, 0105 earth and related environmental sciences

File Description: application/pdf

Access URL: http://doras.dcu.ie/26053/1/ITSC_2021_V2.pdf
http://arxiv.org/abs/2104.10644
https://dblp.uni-trier.de/db/journals/corr/corr2104.html#abs-2104-10644
https://arxiv.org/abs/2104.10644
http://doras.dcu.ie/26053/
https://doras.dcu.ie/26053/1/ITSC_2021_V2.pdf

Knowledge distillation on spatial-temporal graph convolutional network for traffic prediction

Authors: Mohammad Izadi Mehran Safayani Abdolreza Mirzaei

Source: International Journal of Computers and Applications. 47:45-56

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2401.11798

改进时空图卷积模型的双人交互行为识别算法.

Alternate Title: Improved Spatial Temporal Graph Convolutional Model for Two-person Interaction Recognition Algorithm.

Authors: 姬晓飞 张薇 冯雅迪

Source: Science Technology & Engineering. 2025, Vol. 25 Issue 8, p3316-3324. 9p.

Research on Knowledge Concept Recommendation Algorithm With Spatial-Temporal Information

Authors: Zhaoyu Shou Yixin Chen Huibing Zhang et al.

Source: IEEE Access, Vol 12, Pp 81527-81540 (2024)

Subject Terms: 4. Education, online learning, 0202 electrical engineering, electronic engineering, information engineering, recurrent neural networks, graph convolutional networks, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, Knowledge concept recommendation, TK1-9971

Access URL: https://doaj.org/article/eea8aa09e634479f8d4ad086c903f4a1

ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD

Authors: Huaicheng Zhang Wenhan Liu Sheng Chang et al.

Source: IEEE Journal of Biomedical and Health Informatics. 28:216-227

Access URL: https://pubmed.ncbi.nlm.nih.gov/37871091

Automated diagnosis of schizophrenia based on spatial–temporal residual graph convolutional network.

Authors: Xu, Xinyi Zhu, Geng Li, Bin et al.

Source: BioMedical Engineering OnLine. 6/17/2024, Vol. 23 Issue 1, p1-17. 17p.

Subject Terms: *DEEP learning, *CONVOLUTIONAL neural networks, *GRAPH neural networks, *MACHINE learning, *SCHIZOPHRENIA, *LARGE-scale brain networks, *GRAPH algorithms, *MATHEMATICAL convolutions

Athlete movement control training based on dynamic time warping algorithm

Authors: Luo Dai Yueqiang Zhao

Source: Systems and Soft Computing, Vol 7, Iss, Pp 200336-(2025)

Subject Terms: Electronic computers. Computer science, Action assessment, Dynamic time regulation, Spatial-temporal graph convolutional network, Information technology, QA75.5-76.95, T58.5-58.64, Long short-term memory network, Action recognition

Access URL: https://doaj.org/article/373cf175d7014732b726d8117a640aa8

On hourly prediction of PM2.5 using spatial–temporal graph convolutional network.

Authors: Ren, Zhenxing Ji, Xinxin

Source: Earth Science Informatics. Jun2025, Vol. 18 Issue 2, p1-22. 22p.

Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction

Authors: Izadi, Mohammad Safayani, Mehran Mirzaei, Abdolreza

Index Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2401.11798

Combining weather factors to predict traffic flow: A spatial‐temporal fusion graph convolutional network‐based deep learning approach

Authors: Xudong Qi Junfeng Yao Ping Wang et al.

Source: IET Intelligent Transport Systems, Vol 18, Iss 3, Pp 528-539 (2024)

Subject Terms: Transportation engineering, traffic modelling, TA1001-1280, Electronic computers. Computer science, management and control, 0502 economics and business, 05 social sciences, 0202 electrical engineering, electronic engineering, information engineering, QA75.5-76.95, 02 engineering and technology, traffic information systems, traffic and demand managing

Access URL: https://doaj.org/article/02a595c4b88a4dfcb4619651c869f035

Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search

Authors: Chunnan Wang Kaixin Zhang Hongzhi Wang et al.

Source: ACM Transactions on Knowledge Discovery from Data. 17:1-21

Subject Terms: 0301 basic medicine, 0303 health sciences, 03 medical and health sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Building energy consumption prediction for campus accommodation buildings based on spatial temporal graph convolution networks

Authors: Qingyao Qiao Ziqing Xu Congyang Ren et al.

Source: Xu, Z, Qiao, Q, Yunusa-Kaltungo, A & Cheung, C 2025, Building energy consumption prediction for campus accommodation buildings based on spatial temporal graph convolution networks. in 32nd CIRP Conference on Life Cycle Engineering (LCE2025). vol. 135, Procedia CIRP, pp. 498-502, The 32nd CIRP Conference on Life Cycle Engineering, Manchester, United Kingdom, 7/04/25. https://doi.org/10.1016/j.procir.2025.01.060

Subject Terms: Energy consumption, Energy, Multiple buildings, ResearchInstitutes_Networks_Beacons/03/04, name=Energy, ResearchInstitutes_Networks_Beacons/thomas_ashton_institute, name=Thomas Ashton Institute, Prediction, Thomas Ashton Institute, STGCN

LCO–EGC: levy chaotic optimization-based enhanced graph convolutional network for monitoring health of sports athletes.

Authors: Paul, N. R. Rejin Arunkumar, G. Chaturvedi, Abhay et al.

Source: Wireless Networks (10220038). Apr2024, Vol. 30 Issue 3, p1401-1422. 22p.

Subject Terms: *CONVOLUTIONAL neural networks, *HEALTH care networks, *KINECT (Motion sensor), *SEARCH algorithms, *INTERNET of things

Weighted Three-Stream Spatial-Temporal Graph Convolutional Network Based on Novel Adaptive Skeleton Features

Authors: Pei Jianfeng Bi Sheng