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8
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Clustering
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Deep clustering analysis via variational autoencoder with Gamma mixture latent embeddings
Journal article
Neural Networks,2025, volume: 183
Authors:
Guo,Jiaxun
;
Fan,Wentao
;
Amayri,Manar
;
Bouguila,Nizar
Favorite
  |  
View/Download:3/0
  |  
Submit date:2025/03/10
Clustering
Data augmentation
Gamma mixture models
VAE
Variational inference
Adaptive video supervoxel segmentation via energy-guided bottom-up clustering
Journal article
Signal, Image and Video Processing,2025, volume: 19, issue: 3
Authors:
Dong,Xiao
;
Zhong,Zhijie
;
Fan,Wentao
;
Chen,Zhonggui
;
Guo,Xiaohu
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  |  
View/Download:3/0
  |  
Submit date:2025/03/10
Clustering
Octree
Supervoxels
Video segmentation
Unsupervised image categorization based on deep generative models with disentangled representations and von Mises-Fisher distributions
Journal article
International Journal of Machine Learning and Cybernetics,2025, volume: 16, issue: 1, pages: 611-623
Authors:
Fan, Wentao
;
Xu, Kunxiong
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  |  
View/Download:2/0
  |  
Submit date:2025/03/10
Clustering
Disentangling module
Variational autoencoder (VAE)
vMF distribution
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)
On triangle inequalities of correlation-based distances for gene expression profiles
Journal article
BMC Bioinformatics,2023, volume: 24, issue: 1
Authors:
Chen, Jiaxing
;
Ng, Yen Kaow
;
Lin,, Lu
;
Zhang, Xianglilan
;
Li, Shuaicheng
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  |  
View/Download:12/0
  |  
Submit date:2024/01/22
Clustering
Correlation
Distance
Gene expression analysis
Single cell
Triangle inequality
A Bayesian multistage spatio-temporally dependent model for spatial clustering and variable selection
Journal article
Statistics in Medicine,2023, volume: 42, issue: 26, pages: 4794-4823
Authors:
Ma, Shaopei
;
Yu, Keming
;
Tang, Man lai
;
Pan, Jianxin
;
Härdle, Wolfgang Karl
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  |  
View/Download:9/0
  |  
Submit date:2023/11/21
Bayesian hierarchical model
spatial clustering
spatial confounding problem
spatio-temporal modeling
variable selection
SVNet: Supervoxel Network for Video Oversegmentation
Conference paper
ACM International Conference Proceeding Series
Authors:
Qi,Yijie
;
Yang,Baorong
;
Zhang,Wenjing
;
Dong,Xiao
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  |  
View/Download:2/0
  |  
Submit date:2024/06/13
Clustering
Spatio-temporal learning
Supervoxels
Video segmentation
An automated robust algorithm for clustering multivariate data
Journal article
Journal of Computational and Applied Mathematics,2023, volume: 429
Authors:
Vishwakarma, Gajendra K.
;
Paul, Chinmoy
;
Hadi, Ali S.
;
Elsawah, A. M.
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  |  
View/Download:6/0
  |  
Submit date:2023/09/21
Clustering
Mahalanobis distance
Multiple regression
Outliers
Robust estimate
Self-organizing maps
A Data-Driven Government Response Analysis to COVID-19 in Delta Variant Stage based on FCM-DID Model
Conference paper
6th International Conference on Computing and Big Data, ICCBD 2023, Shanghai, China (Virtual Conference), 27-29 Oct. 2023
Authors:
Wu, Ruibing
;
Wong, Johnston Hong Chung
;
Peng, Xiaoling
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  |  
View/Download:6/0
  |  
Submit date:2025/04/14
Causal inference
COVID-19
Difference-in-difference
Fuzzy c-means
Time series clustering
Growth curve mixture models with unknown covariance structures
Journal article
Journal of Multivariate Analysis,2022, volume: 188, issue: SI
Authors:
Pan, Yating
;
Fei, Yu
;
Ni, Mingming
;
Nummi, Tapio
;
Pan, Jianxin
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  |  
View/Download:19/0
  |  
Submit date:2022/02/23
Clustering
ECM algorithm
Gaussian mixture model
Growth curve model
Special covariance structures