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1. Detecting Policy Violators in Online Social Community an Extended Bayesian Belief Network Approach

open_access
Open Access
Author:
Huang, Shuo
Title:
Detecting Policy Violators in Online Social Community an Extended Bayesian Belief Network Approach
Graduate Program:
Computer Science and Engineering
Keywords:
Social Network
Spam
Page Rank
Bayesian Network
Mutual Information
File:
Download new_final_v2.pdf
Committee Members:
Sencun Zhu, Thesis Advisor/Co-Advisor
John Yen, Thesis Advisor/Co-Advisor
Anna Cinzia Squicciarini, Thesis Advisor/Co-Advisor

2. Using Bayesian Networks for Enterprise Network Security Analysis

open_access
Open Access
Author:
Sun, Xiaoyan
Title:
Using Bayesian Networks for Enterprise Network Security Analysis
Graduate Program:
Information Sciences and Technology
Keywords:
Cloud Security
Bayesian Network
Situation Awareness
System Call
Zero-day Attack
Enterprise network security
File:
Download Xiaoyan_Sun-dissertation-final.pdf
Committee Members:
Peng Liu, Dissertation Advisor/Co-Advisor
Peng Liu, Committee Chair/Co-Chair
John Yen, Committee Member
Dinghao Wu, Committee Member
George Kesidis, Outside Member

3. USING LARGE-SCALE GENOMICS DATA TO UNDERSTAND THE GENETIC BASIS OF COMPLEX TRAITS

open_access
Open Access
Author:
Li, Ruowang
Title:
USING LARGE-SCALE GENOMICS DATA TO UNDERSTAND THE GENETIC BASIS OF COMPLEX TRAITS
Graduate Program:
Integrative Biosciences
Keywords:
Bioinformatics
Genomics
Statistics
Data Integration
Bayesian Network
Epistasis
File:
Download Ruowang_Dissertation.pdf
Committee Members:
Marylyn Deriggi Ritchie, Dissertation Advisor/Co-Advisor
Marylyn Deriggi Ritchie, Committee Chair/Co-Chair
Ross Cameron Hardison, Committee Member
Shaun A Mahony, Committee Member
Le Bao, Outside Member

4. Training of Bayesian Network model using Fusion-Learning and Engineering Models for Improved Fault Diagnostics

restricted_to_institution
Restricted (Penn State Only)
Author:
Ademujimi, Toyosi
Title:
Training of Bayesian Network model using Fusion-Learning and Engineering Models for Improved Fault Diagnostics
Graduate Program:
Industrial Engineering
Keywords:
Smart Manufacturing
Bayesian Network
Machine Learning
Fault Diagnostics
Small Dataset
Digital Twin
Structure Learning
Parameter Learning
File:
Login to Download
Committee Members:
Dennis Lin, Outside Unit, Field & Minor Member
Vittaldas Prabhu, Chair & Dissertation Advisor
Steven Landry, Program Head/Chair
Paul Griffin, Major Field Member
Daniel Finke, Major Field Member