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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:30/0
  |  
提交时间:2024/03/12
Comparative text mining
Cross-collection model
Generalized Dirichlet
Graphics processing unit
Parallel inference
Topic correlation
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:25/0
  |  
提交时间:2023/09/21
Beta-Liouville prior
Comparative text mining
Cross-collection model
Differential privacy
Image classification
Topic correlation
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:28/0
  |  
提交时间:2025/07/15
Beta-Liouville
classification
collapsed Gibbs sampler
supervised learning
Topic model
Clustering-Based Online News Topic Detection and Tracking through Hierarchical Bayesian Nonparametric Models
会议论文
SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, ELECTR NETWORK, JUL 11-15, 2021
作者:
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2025/07/15
clustering
hierarchical Bayesian model
topic detection and tracking
Spherical data clustering and feature selection through nonparametric Bayesian mixture models with von Mises distributions
期刊论文
Engineering Applications of Artificial Intelligence,2020, 卷号: 94
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2025/07/15
Clustering
Feature selection
Mixture models
Nonparametric Bayesian model
Pitman–Yor process
Topic novelty detection
von Mises
Topic novelty detection using infinite variational inverted dirichlet mixture models
会议论文
Proceedings - 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015, Miami, FL, DEC 09-11, 2015
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2025/07/23
Dirichlet process
Inverted Dirichlet
Mixture model
Nonparametric Bayesian
Topic novelty detection
Variational Bayes