Sökning: "Tree Augmented Naive Bayes"

Hittade 3 uppsatser innehållade orden Tree Augmented Naive Bayes.

1. 1. Anomaly-based intrusion detection using Tree Augmented Naive Bayes Classifier

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Philip Wester; [2021]
   Nyckelord :Intrusion detection; Anomaly detection; Tree Augmented Naive Bayes; Machine learning; Network based intrusion detection.; Intrångsdetektion; Avvikelsedetektion; Tree Augmented Naive Bayes; Maskininlärning; Nätverksbaserad intrångsdetektion;

   Sammanfattning : With the rise of information technology and the dependence on these systems, it becomes increasingly more important to keep the systems secure. The possibility to detect an intrusion with intrusion detection systems (IDS) is one of multiple fundamental technologies that may increase the security of a system. LÄS MER

3. 2. Root cause analysis using Bayesian networks for a video streaming service

   Master-uppsats, KTH/Matematisk statistik

   Författare :Max Riesel; [2019]
   Nyckelord :Bayesian networks; Root cause analysis; applied mathematics; Bayesianska nätverk; Grundorsaksanalys; tillämpad matematik;

   Sammanfattning : In this thesis, an approach for localizing culprits of degradation of quality measures in an IPTV streaming service using Bayesian net-work is presented. This task is referred to as Root Cause Analysis(RCA). LÄS MER

4. 3. Rating corrumption within insurance companies using Bayesian network classifiers

   Magister-uppsats, Umeå universitet/Statistik

   Författare :Oscar Öhman; [2019]
   Nyckelord :;

   Sammanfattning : Bayesian Network (BN) classifiers are a type of probabilistic models. The learning process consists of two steps, structure learning and parameter learning. Four BN classifiers will be learned. These are two different Naive Bayes classifiers (NB), one Tree Augmented Naive Bayes classifier (TAN) and one Forest Naive Bayes classifier (FAN). LÄS MER