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Start Over Committee Member Soundar Kumara Keyword Machine Learning

1. EVENT DETECTION AND PREDICTION USING ONLINE USER GENERATED DATA

open_access
Open Access
Author:
Lim, Sunghoon
Title:
EVENT DETECTION AND PREDICTION USING ONLINE USER GENERATED DATA
Graduate Program:
Industrial Engineering
Keywords:
Machine Learning
Text Mining
Social Media Analytics
Online Data Analytics
Event Detection
Event Prediction
File:
Download Dissertation_SunghoonLim_IEPHD.pdf
Committee Members:
Conrad S Tucker, Dissertation Advisor/Co-Advisor
Conrad S Tucker, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Ling Rothrock, Committee Member
Nilam Ram, Outside Member

2. INVESTIGATION OF VISUAL CUE USAGE IN A MULTIPLE-POINT TIME-TO-CONTACT TASK

open_access
Open Access
Author:
Li, Jingwen
Title:
INVESTIGATION OF VISUAL CUE USAGE IN A MULTIPLE-POINT TIME-TO-CONTACT TASK
Graduate Program:
Industrial Engineering
Keywords:
Time-to-contact
Search Strategy
Visual cue usage
Scanpath
Machine Learning
File:
Download Jingwen_Li_-Dissertation_V2.2.pdf
Committee Members:
Ling Rothrock, Dissertation Advisor/Co-Advisor
Ling Rothrock, Committee Chair/Co-Chair
Andris Freivalds, Committee Member
Soundar Kumara, Committee Member
Richard Alan Carlson, Outside Member

4. 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

5. 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

6. 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:
Login to Download
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

7. Data-driven Service Optimization and Quality Management in Cyber-physical Manufacturing Systems

open_access
Open Access
Author:
Chen, Ruimin
Title:
Data-driven Service Optimization and Quality Management in Cyber-physical Manufacturing Systems
Graduate Program:
Industrial Engineering (PHD)
Keywords:
Additive Manufacturing
Quality Management
Machine Learning
Service Optimization
File:
Download Ruimin_Dissertation_FINAL_0730.pdf
Committee Members:
Edward Reutzel, Outside Unit & Field Member
Soundar Kumara, Major Field Member
Timothy Simpson, Major Field Member
Hui Yang, Chair & Dissertation Advisor
Steven Landry, Program Head/Chair
Yan Lu, Special Member