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Genomic prediction with NetGP based on gene network and multi-omics data in plants
期刊论文
Plant Biotechnology Journal,2025, 卷号: 23, 期号: 4, 页码: 1190-1201
作者:
Zhao, Longyang
;
Tang, Ping
;
Luo, Jinjing
;
Liu, Jianxiang
;
Peng, Xin
收藏
  |  
浏览/下载:21/0
  |  
提交时间: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
期刊论文
International Journal of Machine Learning and Cybernetics,2024, 卷号: 15, 期号: 10, 页码: 4575-4588
作者:
Xu, Kunxiong
;
Fan, Wentao
;
Liu, Xin
收藏
  |  
浏览/下载:12/0
  |  
提交时间: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
期刊论文
Separation and Purification Technology,2024, 卷号: 336
作者:
Chen, Xie
;
Yao, Xiao Wen
;
Diao, Yi
;
Liu, Hui
;
Chen, Man Li
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2024/05/07
Adsorption
Biochar
Dinotefuran
Pesticides
Simultaneous removal
Triadimefon
Spiking generative networks empowered by multiple dynamic experts for lifelong learning
期刊论文
Expert Systems with Applications,2024, 卷号: 238
作者:
Zhang, Jie
;
Fan, Wentao
;
Liu, Xin
收藏
  |  
浏览/下载:19/0
  |  
提交时间: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
期刊论文
Decision Support Systems,2024, 卷号: 178
作者:
Wang, Mengyue
;
Li, Xin
;
Liu, Yidi
;
Chau, Patrick
;
Chen, Yubo
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2024/03/12
Attention
Consumer behavior
E-commerce
Machine learning
Product photo
Self-Supervised Random Forest on Transformed Distribution for Anomaly Detection
期刊论文
IEEE Transactions on Neural Networks and Learning Systems,2024
作者:
Liu, Jiabin
;
Wang, Huadong
;
Hang, Hanyuan
;
Ma, Shumin
;
Shen, Xin
收藏
  |  
浏览/下载:13/0
  |  
提交时间: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
An ANN-Guided Approach to Task-Free Continual Learning with Spiking Neural Networks
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Xiamen Univ, Xiamen, PEOPLES R CHIN, OCT 13-15, 2023
作者:
Zhang, Jie
;
Fan, Wentao
;
Liu, Xin
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2025/07/15
Image classification
Model expansion and compression
Spiking nerual networks
Task-free continual learning
An ANN-Guided Approach to Task-Free Continual Learning with Spiking Neural Networks
会议论文
PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2023, PT VIII, Xiamen Univ, Xiamen, PEOPLES R CHINA, OCT 13-15, 2023
作者:
Zhang, Jie
;
Fan, Wentao
;
Liu, Xin
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  |  
浏览/下载:10/0
  |  
提交时间:2025/07/24
Unsupervised meta-learning via spherical latent representations and dual VAE-GAN
期刊论文
Applied Intelligence,2023, 卷号: 53, 期号: 19, 页码: 22775-22788
作者:
Fan, Wentao
;
Huang, Hanyuan
;
Liang, Chen
;
Liu, Xin
;
Peng, Shu Juan
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/11/21
GAN
Meta-learning
Unsupervised learning
VAE
Von Mises-Fisher
Spiking Generative Networks in Lifelong Learning Environment
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shanghai, PEOPLES R CHINA, JUL 19-22, 2023
作者:
Zhang, Jie
;
Fan, Wentao
;
Liu, Xin
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2025/07/15
Image classification
Image generation
Lifelong learning
Spiking neural networks