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Deep clustering analysis via variational autoencoder with Gamma mixture latent embeddings
期刊论文
Neural Networks,2025, 卷号: 183
作者:
Guo,Jiaxun
;
Fan,Wentao
;
Amayri,Manar
;
Bouguila,Nizar
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2025/03/10
Clustering
Data augmentation
Gamma mixture models
VAE
Variational inference
A scaled dirichlet-based predictive model for occupancy estimation in smart buildings
期刊论文
Applied Intelligence,2024, 卷号: 54, 期号: 11-12, 页码: 6981-6996
作者:
Guo, Jiaxun
;
Amayri, Manar
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/09/04
Mixture models
Occupancy estimation
Predictive modelling
Scaled dirichlet
Small sensor data
Variational inference
Liouville-Based Predictive Models for Occupancy Estimation Using Small Training Data
期刊论文
IEEE Internet of Things Journal,2023, 卷号: 10, 期号: 21, 页码: 18876-18889
作者:
Guo, Jiaxun
;
Amayri, Manar
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2023/11/21
Mixture models
occupancy estimation
predictive modeling
small sensor data
variational inference
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
Bayesian Matrix Factorization for Semibounded Data
期刊论文
IEEE Transactions on Neural Networks and Learning Systems,2023, 卷号: 34, 期号: 6, 页码: 3111-3123
作者:
Dalhoumi, Oumayma
;
Bouguila, Nizar
;
Amayri, Manar
;
Fan, Wentao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2025/07/15
Inverted Beta (IB)
nonnegative matrix factorization (NMF)
online learning
variational inference
A Generalized Inverted Dirichlet Predictive Model for Activity Recognition Using Small Training Data
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Kitakyushu, JAPAN, JUL 19-22, 2022
作者:
Guo, Jiaxun
;
Amayri, Manar
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2025/07/15
Activity recognition
Mixture models
Predictive distribution
Small sensor data
Variational inference
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
Beta-Liouville and Inverted Beta-Liouville Based Predictive Models for Occupancy Detection using Small Training Data
会议论文
Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, SINGAPORE, DEC 04-07, 2022
作者:
Guo, Jiaxun
;
Amayri, Manar
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2025/07/15
Liouville distribution
Mixture models
occupancy detection
small sensor data
variational inference
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
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:10/0
  |  
提交时间:2025/07/15
Clustering
Dirichlet Process
Gene Expression
Kd Tree
Variational Inference
von-Mises Fisher Mixture Model