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2025
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2024
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Comparative text mining
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Cross-collection model
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Mixture models
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Variational inference
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Applied Intelligence
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Expert Systems with Applica...
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IEEE Internet of Things Jou...
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Deep clustering analysis via variational autoencoder with Gamma mixture latent embeddings
Journal article
Neural Networks,2025, volume: 183
Authors:
Guo,Jiaxun
;
Fan,Wentao
;
Amayri,Manar
;
Bouguila,Nizar
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View/Download:3/0
  |  
Submit date:2025/03/10
Clustering
Data augmentation
Gamma mixture models
VAE
Variational inference
A scaled dirichlet-based predictive model for occupancy estimation in smart buildings
Journal article
Applied Intelligence,2024, volume: 54, issue: 11-12, pages: 6981-6996
Authors:
Guo, Jiaxun
;
Amayri, Manar
;
Fan, Wentao
;
Bouguila, Nizar
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View/Download:2/0
  |  
Submit date: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
Journal article
Expert Systems with Applications,2024, volume: 238
Authors:
Luo, Zhiwen
;
Amayri, Manar
;
Fan, Wentao
;
Ihou, Koffi Eddy
;
Bouguila, Nizar
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View/Download:7/0
  |  
Submit date: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
Journal article
IEEE Internet of Things Journal,2023, volume: 10, issue: 21, pages: 18876-18889
Authors:
Guo, Jiaxun
;
Amayri, Manar
;
Fan, Wentao
;
Bouguila, Nizar
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View/Download:8/0
  |  
Submit date:2023/11/21
Mixture models
occupancy estimation
predictive modeling
small sensor data
variational inference
Cross-collection latent Beta-Liouville allocation model training with privacy protection and applications
Journal article
Applied Intelligence,2023, volume: 53, issue: 14, pages: 17824-17848
Authors:
Luo, Zhiwen
;
Amayri, Manar
;
Fan, Wentao
;
Bouguila, Nizar
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View/Download:4/0
  |  
Submit date:2023/09/21
Beta-Liouville prior
Comparative text mining
Cross-collection model
Differential privacy
Image classification
Topic correlation