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Faculty of Science and Tech...
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PAN Jianxin
8
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6
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4
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3
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3
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Genomic prediction with NetGP based on gene network and multi-omics data in plants
Journal article
Plant Biotechnology Journal,2025, volume: 23, issue: 4, pages: 1190-1201
Authors:
Zhao, Longyang
;
Tang, Ping
;
Luo, Jinjing
;
Liu, Jianxiang
;
Peng, Xin
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View/Download:4/0
  |  
Submit date:2025/05/06
deep learning
feature selection
gene network
genomic selection
multi-omics predictions
Deep generative clustering methods based on disentangled representations and augmented data
Journal article
International Journal of Machine Learning and Cybernetics,2024, volume: 15, issue: 10, pages: 4575-4588
Authors:
Xu, Kunxiong
;
Fan, Wentao
;
Liu, Xin
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  |  
View/Download:3/0
  |  
Submit date:2024/11/04
Augmented data
Clustering
Disentangling module
Mutual information
Variational autoencoder (VAE)
Simultaneous removal of triadimefon and dinotefuran by a new biochar-based magnesium oxide composite in water: Performances and mechanism
Journal article
Separation and Purification Technology,2024, volume: 336
Authors:
Chen, Xie
;
Yao, Xiao Wen
;
Diao, Yi
;
Liu, Hui
;
Chen, Man Li
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  |  
View/Download:23/0
  |  
Submit date:2024/05/07
Adsorption
Biochar
Dinotefuran
Pesticides
Simultaneous removal
Triadimefon
Spiking generative networks empowered by multiple dynamic experts for lifelong learning
Journal article
Expert Systems with Applications,2024, volume: 238
Authors:
Zhang, Jie
;
Fan, Wentao
;
Liu, Xin
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  |  
View/Download:9/0
  |  
Submit date:2024/03/12
Dynamic network architecture
Image classification
Image generation
Lifelong learning
Spiking neural networks
A contrast-composition-distraction framework to understand product photo background's impact on consumer interest in E-commerce
Journal article
Decision Support Systems,2024, volume: 178
Authors:
Wang, Mengyue
;
Li, Xin
;
Liu, Yidi
;
Chau, Patrick
;
Chen, Yubo
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  |  
View/Download:14/0
  |  
Submit date:2024/03/12
Attention
Consumer behavior
E-commerce
Machine learning
Product photo
Self-Supervised Random Forest on Transformed Distribution for Anomaly Detection
Journal article
IEEE Transactions on Neural Networks and Learning Systems,2024
Authors:
Liu, Jiabin
;
Wang, Huadong
;
Hang, Hanyuan
;
Ma, Shumin
;
Shen, Xin
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  |  
View/Download:2/0
  |  
Submit date:2024/06/19
Anomaly detection
Anomaly detection
Classification tree analysis
data distribution
Forestry
Fourier transforms
random forest (RF) classifier
Random forests
random Fourier transform (RFT)
random orthogonal rotations
self-supervised learning
Self-supervised learning
Task analysis
Unsupervised meta-learning via spherical latent representations and dual VAE-GAN
Journal article
Applied Intelligence,2023, volume: 53, issue: 19, pages: 22775-22788
Authors:
Fan, Wentao
;
Huang, Hanyuan
;
Liang, Chen
;
Liu, Xin
;
Peng, Shu Juan
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  |  
View/Download:7/0
  |  
Submit date:2023/11/21
GAN
Meta-learning
Unsupervised learning
VAE
Von Mises-Fisher
H∞ filter-based dynamic joint carrier frequency offset and linear phase noise tracking for CO-OFDM systems
Journal article
Optics Express,2022, volume: 30, issue: 23, pages: 41157-41170
Authors:
Liu, Shuai
;
Du, Xinwei
;
Yu, Changyuan
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View/Download:5/0
  |  
Submit date:2023/02/14
Quantum master equation for coupling mechanism of metamaterial
Journal article
Results in Physics,2022, volume: 34
Authors:
Huang, Wei
;
Liu, Songyi
;
Cao, Shiting
;
Guo, Chu
;
Yin, Shan
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View/Download:16/0
  |  
Submit date:2022/02/23
Metamaterial coupling
Quantum–classical analogies
一类基于带约束能量最小基函数的数值均匀化方法的二维数值实现
Journal article
数值计算与计算机应用,2022, volume: 43, issue: 04, pages: 363-379
Authors:
刘新亮
;
张镭
;
朱圣鑫
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  |  
View/Download:8/0
  |  
Submit date:2024/02/22
多尺度偏微分方程
数值均匀化
带约束能量最小化
局部化基函数