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浏览/检索结果:共104条,第1-10条
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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
Disentangled representation learning for multi-view clustering via von Mises–Fisher hyperspherical embedding
期刊论文
Neural Networks,2025, 卷号: 191
作者:
Li, Zhixiang
;
Luo, Zhiwen
;
Bouguila, Nizar
;
Su, Weifeng
;
Fan, Wentao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/07/23
Contrastive learning
Hyperspherical embedding
Multi-view clustering
Representation learning
von-Mises Fisher distribution
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
Grouped Spherical Data Modeling Through Hierarchical Nonparametric Bayesian Models and Its Application to fMRI Data Analysis
期刊论文
IEEE Transactions on Neural Networks and Learning Systems,2024, 卷号: 35, 期号: 4, 页码: 5566-5576
作者:
Fan, Wentao
;
Yang, Lin
;
Bouguila, Nizar
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2024/05/07
Functional magnetic resonance imaging (fMRI) data analysis
hierarchical nonparametric Bayesian model
hierarchical Pitman-Yor (HPY) process
spherical data
variational Bayes (VB)
von Mises-Fisher (VMF)
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
Probabilistic rotation modeling based on directional mixture density networks
期刊论文
Information Sciences,2024, 卷号: 662
作者:
Zeng, Lidan
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/03/12
3D rotation regression
Matrix Fisher mixture
Mixture Density Network (MDN)
Probabilistic modelling
von Mises Fisher mixture
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
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
Continuous image anomaly detection based on contrastive lifelong learning
期刊论文
Applied Intelligence,2023, 卷号: 53, 期号: 14, 页码: 17693-17707
作者:
Fan, Wentao
;
Shangguan, Weimin
;
Bouguila, Nizar
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/09/21
Contrastive learning
Image anomaly detection
Knowledge distillation
Lifelong learning