Search Results - "Graph neural network" :: K.UTB vyhledávací portál

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Local-Aggregation Graph Networks

by Chang, Jianlong, Wang, Lingfeng, Meng, Gaofeng, Zhang, Qi, Xiang, Shiming, Pan, Chunhong
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2020)

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Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputation

by Zhang, Zhaoyang, Chen, Ziqi, Liu, Qiao, Xie, Jinhan, Zhu, Hongtu
Year of Publication 07.11.2024

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Network-Based Rail Running Band Anomaly Recognition via Recurrent Attention Graphs

by Ni, Xuefeng, Fieguth, Paul W., Ma, Ziji, Shi, Bo, Liu, Hongli
Published in IEEE transactions on automation science and engineering (2025)

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Unrevealing Reliable Cortical Parcellation of Individual Brains Using Resting-State Functional Magnetic Resonance Imaging and Masked Graph Convolutions

by Qiu, Wenyuan, Ma, Liang, Jiang, Tianzi, Zhang, Yu
Published in Frontiers in neuroscience (09.03.2022)

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Applied Mathematics and Machine Learning

Year of Publication 2024

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A Graph Neural Network Model for Real-Time Gesture Recognition Based on sEMG Signals

by Vipulanandan, Pragatheeswaran, Premaratne, Kamal, Murthi, Manohar
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)

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Feature attention graph neural network for estimating brain age and identifying important neural connections in mouse models of genetic risk for Alzheimer's disease

by Moon, Hae Sol, Mahzarnia, Ali, Stout, Jacques, Anderson, Robert J, Badea, Cristian T, Badea, Alexandra
Published in bioRxiv (14.12.2023)

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Research on the Optimization of English Translation Teaching Mode in Colleges and Universities Driven by Knowledge Mapping

by Zhao, Yu, Yan, Yunxia
Published in Applied mathematics and nonlinear sciences (01.01.2024)

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Fast Simulation of Particulate Suspensions Enabled by Graph Neural Network

by Ma, Zhan, Ye, Zisheng, Pan, Wenxiao
Published in arXiv.org (17.06.2022)

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Graph Neural Network Ensemble Learning

by Qiao, Mu, Jadav, Divyesh, Wei, Wenqi
Year of Publication 29.06.2023

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Patent

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GRAPH NEURAL NETWORK ENSEMBLE LEARNING

by WEI, Wenqi, QIAO, Mu, JADAV, Divyesh
Year of Publication 06.07.2023

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RAW-GNN: RAndom Walk Aggregation based Graph Neural Network

by Jin, Di, Wang, Rui, Ge, Meng, He, Dongxiao, Li, Xiang, Lin, Wei, Zhang, Weixiong
Year of Publication 28.06.2022

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Knowledge Enhanced Graph Neural Network for Advanced Classification of Depression in fMRI Imaging

by Yin, Yu Miao, Gui, Ren Zhou, Wang, Ya Qi, Zhu, Wen Bo, Tong, Mei Song
Published in Photonics & Electromagnetics Research Symposium (Online) (21.04.2024)

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A Graph Neural Network based on a Functional Topology Model: Unveiling the Dynamic Mechanisms of Non-Suicidal Self-Injury in Single-Channel EEG

by Tong, BG
Year of Publication 10.08.2025

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Multimodal Graph Coarsening for Interpretable, MRI-Based Brain Graph Neural Network

by Sebenius, Isaac, Campbell, Alexander, Morgan, Sarah E., Bullmore, Edward T., Lio, Pietro
Published in 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP) (25.10.2021)

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Conference Proceeding

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Siamese Graph Convolutional Network quantifies increasing structure-function discrepancy over the cognitive decline continuum

by Gamgam, Gurur, Yıldırım, Zerrin, Kabakçıoğlu, Alkan, Gurvit, Hakan, Demiralp, Tamer, Acar, Burak
Published in Computer methods and programs in biomedicine (01.09.2024)

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Fine-Grained Question-Level Deception Detection via Graph-based Learning and Cross-modal Fusion

by Zhang, Huijun, Ding, Yang, Cao, Lei, Wang, Xin, Feng, Ling
Published in IEEE transactions on information forensics and security (2022)

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Research on the Innovation of Publicity Work in Colleges and Universities under the New Media Environment

by Tang, Yanhua
Published in Applied mathematics and nonlinear sciences (01.01.2024)

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Graph neural network for channel decoding

by Hoydis, Jakob, Cammerer, Sebastian, Keller, Alexander, Aoudia, Faycal Ait
Year of Publication 23.04.2024

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Patent

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Structure and position-aware graph neural network for airway labeling

by Xie, Weiyi, Jacobs, Colin, Charbonnier, Jean-Paul, van Ginneken, Bram
Year of Publication 12.01.2022

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