Probabilistic Metrics for Soft-Clustering and Topic Model Validation

2010 ◽  
Author(s):  
Eduardo H. Ramirez ◽  
Ramon Brena ◽  
Davide Magatti ◽  
Fabio Stella
Keyword(s):  
Model Validation ◽  
Topic Model ◽  
Soft Clustering ◽  
Probabilistic Metrics

Topic model validation

2012 ◽  
Vol 76 (1) ◽  
pp. 125-133 ◽  
Author(s):  
Eduardo H. Ramirez ◽  
Ramon Brena ◽  
Davide Magatti ◽  
Fabio Stella
Keyword(s):  
Model Validation ◽  
Topic Model

TopicBank: Collection of coherent topics using multiple model training with their further use for topic model validation

2021 ◽  
Vol 135 ◽  
pp. 101921
Author(s):  
Vasiliy Alekseev ◽  
Evgeny Egorov ◽  
Konstantin Vorontsov ◽  
Alexey Goncharov ◽  
Kaidar Nurumov ◽  
...  
Keyword(s):  
Model Validation ◽  
Topic Model ◽  
Multiple Model ◽  
Model Training

A Study on Bestseller Short Text Semantics Analysis Using Topic Model

2018 ◽  
Vol 15 ◽  
pp. 101-112
Author(s):  
So-Hyun Park ◽  
Ae-Rin Song ◽  
Young-Ho Park ◽  
Sun-Young Ihm
Keyword(s):  
Topic Model ◽  
Short Text

Balanced Data Clustering Algorithm for Both Hard and Soft Clustering

2018 ◽  
Vol 6 (2) ◽  
pp. 176-183
Author(s):  
Purnendu Das ◽  
◽  
Bishwa Ranjan Roy ◽  
Saptarshi Paul ◽  
◽  
...  
Keyword(s):  
Data Clustering ◽  
Clustering Algorithm ◽  
Soft Clustering
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