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Start Over Committee Member Paul Griffin Keyword Machine Learning

1. Machine Learning in Cardiac Diseases - Comparison of Performance of Selected Algorithms

open_access
Open Access
Author:
Lee, Beom Ki
Title:
Machine Learning in Cardiac Diseases - Comparison of Performance of Selected Algorithms
Graduate Program:
Industrial Engineering (MS)
Keywords:
Machine Learning
Healthcare
Classification
Supervised Learning
Prediction
Data Analysis
Data Science
Cardiovascular
File:
Download BKLEE_Thesis_FinalDraft.pdf
Committee Members:
Steven James Landry, Program Head/Chair
Soundar Kumara, Thesis Advisor/Co-Advisor
Paul Griffin, Committee Member

2. 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 (PHD)
Keywords:
Smart Manufacturing
Bayesian Network
Machine Learning
Fault Diagnostics
Small Dataset
Digital Twin
Structure Learning
Parameter Learning
File:
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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

3. Leveraging Machine Learning for Analyzing Individual and Aggregate-Level Healthcare Data

restricted_to_institution
Restricted (Penn State Only)
Author:
Liu, Meng
Title:
Leveraging Machine Learning for Analyzing Individual and Aggregate-Level Healthcare Data
Graduate Program:
Industrial Engineering (PHD)
Keywords:
Machine Learning
Healthcare
data analtics
File:
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Committee Members:
Steven Landry, Program Head/Chair
Soundar Kumara, Chair, Minor Member & Dissertation Advisor
Paul Griffin, Major Field Member
Kamesh Madduri, Outside Unit & Field Member
Swaminathan P. Iyer, Special Member
Qiushi Chen, Major Field Member
Kartik Ramakrishna, Special Member

4. Supply Chain Resilience through Small and Medium-Sized Enterprises (SMEs): Representation, Partnership Prediction, and Standardization using Graph Databases

restricted_to_institution
Restricted (Penn State Only)
Author:
Kumar, Vishnu
Title:
Supply Chain Resilience through Small and Medium-Sized Enterprises (SMEs): Representation, Partnership Prediction, and Standardization using Graph Databases
Graduate Program:
Industrial Engineering (PHD)
Keywords:
Supply Chain
Graph Database
Knowledge Graph
Machine Learning
Link Prediction
RDF
Manufacturing
BioPharma
File:
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Committee Members:
Steven Landry, Program Head/Chair
Soundar Kumara, Chair & Dissertation Advisor
Timothy Simpson, Outside Field Member
Paul Griffin, Major Field Member
Kamesh Madduri, Outside Unit Member
Vijay Srinivasan, Special Member