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Start Over Graduate Program Industrial Engineering Committee Member Hui Yang Committee Member Soundar Rajan Tirupatikumara

1. RECURRENCE ANALYSIS OF HIGH-DIMENSIONAL COMPLEX SYSTEMS WITH APPLICATIONS IN HEALTHCARE AND MANUFACTURING

open_access
Open Access
Author:
Chen, Cheng Bang
Title:
RECURRENCE ANALYSIS OF HIGH-DIMENSIONAL COMPLEX SYSTEMS WITH APPLICATIONS IN HEALTHCARE AND MANUFACTURING
Graduate Program:
Industrial Engineering
Keywords:
Recurrence Analysis
Nonlinear Dynamics
Pattern-Frequency Tree
Network Science
Space-Filling Curve
Complex system
Healthcare
Manufacturing
File:
Download phd_thesis_chengbang_final.pdf
Committee Members:
Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Saurabh Basu, Committee Member
Bharath Kumar Sriperumbudur, Outside Member
Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Ling Rothrock, Program Head/Chair

2. Applications of artificial intelligence and machine learning in healthcare: A cardiovascular case

open_access
Open Access
Author:
Alamoudi, Hassan
Title:
Applications of artificial intelligence and machine learning in healthcare: A cardiovascular case
Graduate Program:
Industrial Engineering
Keywords:
Artificial Intelligence
Machine Learning
Healthcare
Cardiovascular
File:
Download Hassan_Alamoudi-MS_Thesis_Dec_2019.pdf
Committee Members:
Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor
Robert Carl Voigt, Program Head/Chair
Hui Yang, Committee Member
Robert Carl Voigt, Special Signatory

4. Interpretable Artificial Intelligence Models to Detect Chronic and Infectious Diseases

open_access
Open Access
Author:
Zokaeinikoo, Maryam
Title:
Interpretable Artificial Intelligence Models to Detect Chronic and Infectious Diseases
Graduate Program:
Industrial Engineering
Keywords:
Interpretable
Deep learning
Alzheimer's
COVID-19
Attention mechanism
File:
Download Interpretable_Artificial_Intelligence_Models_to_Detect_Chronic_and_Infectious_Diseases_FINAL_Revised.pdf
Committee Members:
Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Member
Qiushi Chen, Committee Member
Akhil Kumar, Outside Member
Steven James Landry, Program Head/Chair
Prasenjit Mitra, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair

5. Vehicle Routing Problems in a Megacity

restricted_to_institution
Restricted (Penn State Only)
Author:
Jo, Jihyun
Title:
Vehicle Routing Problems in a Megacity
Graduate Program:
Industrial Engineering
Keywords:
Vehicle routing problem
Markov Decision Process
Mixed-Integer Linear Programming
Genetic Algorithm
Approximate Backward Induction
Heuristics
Megacity logistics
File:
Login to Download
Committee Members:
Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Hui Yang, Committee Member
Saurabh Basu, Committee Member
Kamesh Madduri, Outside Member
Steven James Landry, Program Head/Chair

6. A HYBRID DEEP LEARNING MODEL OF PROCESS-BUILD INTERACTIONS IN ADDITIVE MANUFACTURING

open_access
Open Access
Author:
Mojahed Yazdi, Reza
Title:
A HYBRID DEEP LEARNING MODEL OF PROCESS-BUILD INTERACTIONS IN ADDITIVE MANUFACTURING
Graduate Program:
Industrial Engineering
Keywords:
Deep Learning
Wavelet Analysis
Process Monitoring
Texture Analysis
Additive Manufacturing
Laser Powder Bed Fusion
Data Analysis
Machine Learning
File:
Download Reza_Mojahed_Yazdi_Master_Thesis.pdf
Committee Members:
Hui Yang, Thesis Advisor/Co-Advisor
Steven James Landry, Program Head/Chair
Soundar Rajan Tirupatikumara, Committee Member
Clyde Lee Giles, Committee Member