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Temporal outlier detection using dynamic Bayesian networks and probabilistic association rules 

Quispe Vargas, Walter (2019-12-10)
Temporal datasets provide records of the evolution and dependencies of random variables over time. Recently, there has been an increase in the application of temporal datasets in areas such as intrusion detection, fraud ...

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AuthorQuispe Vargas, Walter (1)Advisor
Acuña-Fernández, Edgar (1)
KeywordsDomain Knowledge (1)Dynamic Bayesian networks (1)Interestingness (1)Probabilistic association rules (1)Temporal outlier detection (1)... View MoreSubject HeadingAssociation rule mining (1)
Bayesian statistical decision theory (1)
Data mining (1)
Data sets (1)
Outliers (Statistics) (1)TypeDissertation (1)Date2019 (1)DepartmentDepartment of Electrical and Computer Engineering (1)ProgramComputing and Information Sciences and Engineering (1)CollectionTheses & Dissertations (1)

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