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Some Improvements on Good Lattice Point Sets
期刊论文
Entropy,2024, 卷号: 26, 期号: 11
作者:
Lin, Yu Xuan
;
Yan, Tian Yu
;
Fang, Kai Tai
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/12/16
entropy
Frobenius distance
generalized good lattice point set
good lattice point set
Kriging model
Kullback–Leibler divergence
linear level permutation
max-min distance
mixture discrepancy
representative points
threshold accepting algorithm
Deep Clustering Analysis via Dual Variational Autoencoder With Spherical Latent Embeddings
期刊论文
IEEE Transactions on Neural Networks and Learning Systems,2023, 卷号: 34, 期号: 9, 页码: 6303-6312
作者:
Yang, Lin
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2025/07/15
Clustering
data augmentation
dual variational autoencoder
mixture models
variational autoencoder (VAE)
variational inference
von Mises-Fisher mixture model
Unsupervised modeling and feature selection of sequential spherical data through nonparametric hidden Markov models
期刊论文
International Journal of Machine Learning and Cybernetics,2022, 卷号: 13, 期号: 10, 页码: 3019-3029
作者:
Fan, Wentao
;
Hou, Wenjuan
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/11/14
Dirichlet process
Feature selection
Hidden Markov model
Spherical data
Variational Bayes
Von Mises mixture
Mixture regression for longitudinal data based on joint mean–covariance model
期刊论文
Journal of Multivariate Analysis,2022, 卷号: 190
作者:
Yu, Jing
;
Nummi, Tapio
;
Pan, Jianxin
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2022/02/23
Finite mixture models
Heterogeneity
Joint mean–covariance model
Modified Cholesky decomposition
Progression trajectory
Robust unsupervised image categorization based on variational autoencoder with disentangled latent representations
期刊论文
Knowledge-Based Systems,2022, 卷号: 246
作者:
Yang, Lin
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2025/07/15
Clustering
Disentangled latent representations
Mixture model
Robust training
Student's-t distribution
Variational autoencoder (VAE)
Single-target visual tracking using color compression and spatially weighted generalized Gaussian mixture models
期刊论文
Pattern Analysis and Applications,2022, 卷号: 25, 期号: 2, 页码: 285-304
作者:
Ge, Bingwei
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2025/07/15
Color compression
Generalized Gaussian mixture model (GGMM)
Minimum message length (MML)
Spatial kernel method
Target representation
Visual tracking
Growth curve mixture models with unknown covariance structures
期刊论文
Journal of Multivariate Analysis,2022, 卷号: 188, 期号: SI
作者:
Pan, Yating
;
Fei, Yu
;
Ni, Mingming
;
Nummi, Tapio
;
Pan, Jianxin
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2022/02/23
Clustering
ECM algorithm
Gaussian mixture model
Growth curve model
Special covariance structures
Clustering Analysis via Deep Generative Models with Mixture Models
期刊论文
IEEE Transactions on Neural Networks and Learning Systems,2022, 卷号: 33, 期号: 1, 页码: 340-350
作者:
Yang, Lin
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2025/07/15
Clustering
generative adversarial network (GAN)
mixture models
student's-T mixture model
variational autoencoder (AE)
variational inference
Wasserstein GAN
Infinite Von Mises-Fisher Mixture Model and Its Application to Gene Expression Data Clustering
会议论文
ACM International Conference Proceeding Series, ELECTR NETWORK, MAR 05-08, 2021
作者:
Jiaojiao, Zhu
;
Wentao, Fan
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2025/07/15
Clustering
Dirichlet Process
Gene Expression
Kd Tree
Variational Inference
von-Mises Fisher Mixture Model
Corse-to-Fine Road Extraction Based on Local Dirichlet Mixture Models and Multiscale-High-Order Deep Learning
期刊论文
IEEE Transactions on Intelligent Transportation Systems,2020, 卷号: 21, 期号: 10, 页码: 4283-4293
作者:
Chen, Ziyi
;
Fan, Wentao
;
Zhong, Bineng
;
Li, Jonathan
;
Du, Jixiang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2025/07/15
deep learning
local Dirichlet mixture model
multiscal-high-order
remote sensing image
Road extraction