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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:17/0
  |  
提交时间:2023/11/21
GAN
Meta-learning
Unsupervised learning
VAE
Von Mises-Fisher
Expectation propagation learning of finite multivariate Beta mixture models and applications
期刊论文
Neural Computing and Applications,2022, 卷号: 34, 期号: 17, 页码: 14275-14285
作者:
Manouchehri, Narges
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/07/15
EEG
Expectation propagation
Forgery detection
Human activity recognition
IoT
Mixture models
Multivariate beta distribution
Sentiment analysis
Unsupervised learning
Batch and online variational learning of hierarchical Dirichlet process mixtures of multivariate Beta distributions in medical applications
期刊论文
Pattern Analysis and Applications,2021, 卷号: 24, 期号: 4, 页码: 1731-1744
作者:
Manouchehri, Narges
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/07/15
Batch variational learning
Hierarchical Dirichlet process mixtures
Medical applications
Mixture models
Multivariate Beta distributions
Online variational learning
Unsupervised methods
Unsupervised Learning Using Variational Inference on Finite Inverted Dirichlet Mixture Models with Component Splitting
期刊论文
Wireless Personal Communications,2021, 卷号: 119, 期号: 2, 页码: 1817-1844
作者:
Maanicshah, Kamal
;
Amayri, Manar
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2025/07/15
Component splitting
Inverted Dirichlet distribution
Mixture models
Unsupervised learning
Variational inference
Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Phuket, THAILAND, APR 07-10, 2022
作者:
Ahmadzadeh,Mohammad Sadegh
;
Manouchehri, Narges
;
Ennajari, Hafsa
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/07/15
Clustering
Entropy-based variational learning
Generalized inverted dirichlet distribution
Unsupervised learning
Learning of Multivariate Beta Mixture Models via Entropy-based component splitting
会议论文
2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, PEOPLES R CHINA, DEC 06-09, 2019
作者:
Manouchehri, Narges
;
Rahmanpour, Maryam
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2025/07/15
age estimation
breast tissue texture classification
cell image categorization
clustering
computer vision
computer-aided detection (CADe)
cytological breast data analysis
entropy-based variational learning
mixture models
multivariate Beta distribution
unsupervised learning
Variational Learning for Finite Generalized Inverted Dirichlet Mixture Models with a Component Splitting Approach
会议论文
IEEE International Symposium on Industrial Electronics, Vancouver, CANADA, JUN 12-14, 2019
作者:
Maanicshah, Kamal
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/07/15
Component Splitting
Mixture Models
Unsupervised Learning
Variational Inference
Unsupervised variational learning of finite generalized inverted dirichlet mixture models with feature selection and component splitting
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Waterloo, CANADA, AUG 27-29, 2019
作者:
Maanicshah,Kamal
;
Ali, Samr
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/07/15
Component splitting
Feature selection
Generalized inverted Dirichlet
Unsupervised learning
Variational learning
A New Distance Metric for Unsupervised Learning of Categorical Data
期刊论文
IEEE Transactions on Neural Networks and Learning Systems,2016, 卷号: 27, 期号: 5, 页码: 1065-1079
作者:
Jia,Hong
;
Cheung,Yiu Ming
;
Liu,Jiming
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/10/19
Attribute interdependence
categorical attribute
clustering analysis
distance metric
Unsupervised learning
Expectation propagation learning of a Dirichlet process mixture of Beta-Liouville distributions for proportional data clustering
期刊论文
Engineering Applications of Artificial Intelligence,2015, 卷号: 43, 页码: 1-14
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/07/23
Action recognition
Beta-Liouville distribution
Dirichlet process
Expectation propagation
Facial expression
Unsupervised learning