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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:23/0
  |  
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:12/0
  |  
提交时间:2024/09/04
Mixture models
Occupancy estimation
Predictive modelling
Scaled dirichlet
Small sensor data
Variational inference
Parallel inference for cross-collection latent generalized Dirichlet allocation model and applications
期刊论文
Expert Systems with Applications,2024, 卷号: 238
作者:
Luo, Zhiwen
;
Amayri, Manar
;
Fan, Wentao
;
Ihou, Koffi Eddy
;
Bouguila, Nizar
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/03/12
Comparative text mining
Cross-collection model
Generalized Dirichlet
Graphics processing unit
Parallel inference
Topic correlation
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
Occupancy estimation in smart buildings using predictive modeling in imbalanced domains
期刊论文
Journal of Ambient Intelligence and Humanized Computing,2023, 卷号: 14, 期号: 8, 页码: 10917-10929
作者:
Guo, Jiaxun
;
Amayri, Manar
;
Najar, Fatma
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2025/07/15
Imbalanced domains
Mixture models
Occupancy estimation
Over-sampling
Predictive modeling
Smart buildings
Variational learning
Cross-collection latent Beta-Liouville allocation model training with privacy protection and applications
期刊论文
Applied Intelligence,2023, 卷号: 53, 期号: 14, 页码: 17824-17848
作者:
Luo, Zhiwen
;
Amayri, Manar
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/09/21
Beta-Liouville prior
Comparative text mining
Cross-collection model
Differential privacy
Image classification
Topic correlation
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 Selective Supervised Latent Beta-Liouville Allocation for Document Classification
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:
Luo,Zhiwen
;
Amayri,Manar
;
Fan,Wentao
;
Bouguila,Nizar
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/07/15
Beta-Liouville
classification
collapsed Gibbs sampler
supervised learning
Topic model
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
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:6/0
  |  
提交时间:2025/07/15
Liouville distribution
Mixture models
occupancy detection
small sensor data
variational inference