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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
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
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
A Hybrid of Interactive Learning and Predictive Modeling for Occupancy Estimation in Smart Buildings
期刊论文
IEEE Transactions on Consumer Electronics,2021, 卷号: 67, 期号: 4, 页码: 285-293
作者:
Guo, Jiaxun
;
Amayri, Manar
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2025/07/15
energy management
Interactive machine learning
mixture models
occupancy estimation
predictive modeling
smart buildings