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Faculty of Science and Tech...
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CHEN Jiaxing
2
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1
GUO Jianxiong
1
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1
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deep learning
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IEEE Transactions on Smart ...
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Stock trend prediction based on multi-factor screening machine
Conference paper
Proceedings of 2024 5th International Conference on Computer Science and Management Technology, ICCSMT 2024, Xiamen, October 18–20
Authors:
Hu, Ruijie
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View/Download:3/0
  |  
Submit date:2025/03/10
attention mechanism
convolutional neural network
deep learning
long short-term memory network
stock prediction
Real-Time Coordination of Dynamic Network Reconfiguration and Volt-VAR Control in Active Distribution Network: A Graph-Aware Deep Reinforcement Learning Approach
Journal article
IEEE Transactions on Smart Grid,2024, volume: 15, issue: 3, pages: 3288-3302
Authors:
Wang, Ruoheng
;
Bi, Xiaowen
;
Bu, Siqi
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  |  
View/Download:5/0
  |  
Submit date:2025/01/14
deep reinforcement learning (DRL)
Dynamic network reconfiguration (DNR)
graph neural network (GNN)
soft actor critic (SAC)
volt-VAR control (VVC)
TENET: Triple-enhancement based graph neural network for cell-cell interaction network reconstruction from spatial transcriptomics
Journal article
Journal of Molecular Biology,2024, volume: 436, issue: 9
Authors:
Lee, Yujian
;
Xu, Yongqi
;
Gao, Peng
;
Chen, Jiaxing
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  |  
View/Download:8/0
  |  
Submit date:2024/05/07
cell-cell interaction network reconstruction
deep learning
gene regulatory network
graph neural network
spatial transcriptomics
ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning
Journal article
IEEE Transactions on Computational Social Systems,2024, volume: 11, issue: 2, pages: 2210-2221
Authors:
Chen, Tiantian
;
Yan, Siwen
;
Guo, Jianxiong
;
Wu, Weili
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  |  
View/Download:5/0
  |  
Submit date:2024/05/07
Deep reinforcement learning (DRL)
generalization
graph neural networks (GNNs)
influence maximization (IM)
social network
Real Time Traffic Flow Monitoring and Congestion Prediction Driven by Deep Learning
Conference paper
ACM International Conference Proceeding Series
Authors:
Wu,Yuqian
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View/Download:2/0
  |  
Submit date:2024/06/13
Congestion prediction
Deep learning
Neural network
Traffic flow monitoring
An End-to-End No-Reference Video Quality Assessment Method With Hierarchical Spatiotemporal Feature Representation
Journal article
IEEE Transactions on Broadcasting,2022
Authors:
Shen, Wenhao
;
Zhou, Mingliang
;
Liao, Xingran
;
Jia, Weijia
;
Xiang, Tao
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  |  
View/Download:13/0
  |  
Submit date:2022/05/05
deep neural network
Feature extraction
Neural networks
Quality assessment
spatiotemporal information
Spatiotemporal phenomena
Streaming media
Video quality assessment
Video recording
Visualization
DeepDRIM: a deep neural network to reconstruct cell-type-specific gene regulatory network using single-cell RNA-seq data
Journal article
Briefings in bioinformatics,2021, volume: 22, issue: 6
Authors:
Chen, Jiaxing
;
Cheong, Chin Wang
;
Lan, Liang
;
Zhou, Xin
;
Liu, Jiming
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  |  
View/Download:10/0
  |  
Submit date:2022/05/18
deep neural network
gene regulatory network
single-cell RNA sequencing
transitive interactions
Travel Time Estimation Based on Neural Network with Auxiliary Loss
Conference paper
GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems
Authors:
Gan,Yunchong
;
Zhang,Haoyu
;
Wang,Mingjie
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View/Download:2/0
  |  
Submit date:2022/02/23
deep neural network
ensemble learning
estimated time of arrival
link current state
Sparse Matrix Selection for CSR-Based SpMV Using Deep Learning
Conference paper
2019 IEEE 5th International Conference on Computer and Communications, ICCC 2019, Chengdu, 6 December 2019~9 December 2019
Authors:
Guo, Ping
;
Zhang, Changjiang
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View/Download:2/0
  |  
Submit date:2022/05/31
Convolutional Neural Network (CNN)
Deep Learning
GPU
SpMV
Deep learning-based socio-demographic information identification from smart meter data
Journal article
IEEE Transactions on Smart Grid,2019, volume: 10, issue: 3, pages: 2593-2602
Authors:
Wang, Yi
;
Chen, Qixin
;
Gan, Dahua
;
Yang, Jingwei
;
Kirschen, Daniel S.
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  |  
View/Download:6/0
  |  
Submit date:2022/05/25
big data
classification
Convolutional neural network (CNN)
deep learning
smart meter
socio-demographic information
support vector machine (SVM)