Probabilistic Modeling of Multi-relational and Multivariate Discrete Data

Probabilistic Modeling of Multi-relational and Multivariate Discrete Data

Modeling and discovering knowledge from multi-relational and multivariate discrete data is a crucial task that arises in many research and application domains, e.g. text mining, intelligence analysis, epidemiology, social science, etc. In this dissertation, we study and address three problems involv...

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Bibliographic Details
Main Author: Wu, Hao
Other Authors: Electrical and Computer Engineering
Format: Others
Published: Virginia Tech 2017
Subjects:
Multivariate Discrete Data
Multi-relational Data
Maximum Entropy Modeling
Subjective Interestingness
Latent Variable Model
Multivariate Poisson Regression
Covariance Estimation.
Online Access:http://hdl.handle.net/10919/74959

Internet

http://hdl.handle.net/10919/74959

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