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1. FEATURE SELECTION METHODS FOR SUPPORT VECTOR MACHINES FOR TWO OR MORE CLASSES, WITH APPLICATIONS TO THE ANALYSIS OF ALZHEIMER'S DISEASE AND ITS ONSET WITH MRI BRAIN IMAGE PROCESSING

Open Access
Author:
Aksu, Yaman
Title:
FEATURE SELECTION METHODS FOR SUPPORT VECTOR MACHINES FOR TWO OR MORE CLASSES, WITH APPLICATIONS TO THE ANALYSIS OF ALZHEIMER'S DISEASE AND ITS ONSET WITH MRI BRAIN IMAGE PROCESSING
Graduate Program:
Electrical Engineering
Keywords:
File:
Committee Members:
  • Profs David J Miller And George Kesidis, Dissertation Advisor
  • David Jonathan Miller, Committee Chair
  • George Kesidis, Committee Member
  • Qing X Yang, Committee Chair
  • Constantino Manuel Lagoa, Committee Member
  • James Z Wang, Committee Member

2. CONTINUING TO SEARCH FOR THE MISSING HERITABILITY USING BIOLOGICALLY-INSPIRED AND DATA-DRIVEN APPROACHES

Restricted (Penn State Only)
Author:
Basile, Anna Okula
Title:
CONTINUING TO SEARCH FOR THE MISSING HERITABILITY USING BIOLOGICALLY-INSPIRED AND DATA-DRIVEN APPROACHES
Graduate Program:
Biochemistry, Microbiology, and Molecular Biology
Keywords:
File:
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Committee Members:
  • Marylyn Deriggi Ritchie, Dissertation Advisor
  • Marylyn Deriggi Ritchie, Committee Chair
  • Santhosh Girirajan, Committee Member
  • Ross Cameron Hardison, Committee Member
  • George H Perry, Outside Member

3. An Investigation of Wavelet Features for Automated Biomedical Image Classification

Open Access
Author:
Fry, Jonathan Richard
Title:
An Investigation of Wavelet Features for Automated Biomedical Image Classification
Graduate Program:
Electrical Engineering
Keywords:
File:
Committee Members:
  • Yanxi Liu, Thesis Advisor
  • Vishal Monga, Thesis Advisor

4. Forecasting Technical and Functional Obsolescence for Improved Business Processes

Restricted (Penn State Only)
Author:
Jennings, Connor Patrick
Title:
Forecasting Technical and Functional Obsolescence for Improved Business Processes
Graduate Program:
Industrial Engineering
Keywords:
File:
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Committee Members:
  • Janis P Terpenny, Dissertation Advisor
  • Janis P Terpenny, Committee Chair
  • Soundar Kumara, Committee Member
  • Timothy William Simpson, Committee Member
  • Conrad S Tucker, Outside Member

5. A Customized Real Time Restaurant Recommendation System

Open Access
Author:
Jiang, Rui
Title:
A Customized Real Time Restaurant Recommendation System
Graduate Program:
Computer Science and Engineering
Keywords:
File:
Committee Members:
  • Sencun Zhu, Thesis Advisor
  • Wang Chien Lee, Thesis Advisor

6. Situation Awareness and Adaptive Decision-Making in Autonomous Systems via Symbolic Learning

Open Access
Author:
Jin, Xin
Title:
Situation Awareness and Adaptive Decision-Making in Autonomous Systems via Symbolic Learning
Graduate Program:
Mechanical Engineering
Keywords:
File:
Committee Members:
  • Asok Ray, Dissertation Advisor
  • Jeffrey Scott Mayer, Committee Member
  • Shashi Phoha, Committee Member
  • Alok Sinha, Committee Member
  • Thomas Wettergren, Special Member

7. Predicting Stability of Modified Oxide Surfaces with Functional Atomic-Layers for Nano-engineered Catalysts through First Principles Calculations and Statistical Learning

Restricted (Penn State Only)
Author:
Jonayat, A S M
Title:
Predicting Stability of Modified Oxide Surfaces with Functional Atomic-Layers for Nano-engineered Catalysts through First Principles Calculations and Statistical Learning
Graduate Program:
Mechanical Engineering
Keywords:
File:
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Committee Members:
  • Adri C.T. van Duin, Dissertation Advisor
  • Adri C.T. van Duin, Committee Chair
  • Michael J. Janik, Committee Member
  • Richard Yetter, Committee Member
  • Lasse Jensen, Outside Member

8. Interpretable Statistical Learning

Restricted (Penn State Only)
Author:
Jones, Zachary Maddox
Title:
Interpretable Statistical Learning
Graduate Program:
Political Science
Keywords:
File:
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Committee Members:
  • Bruce A Desmarais Jr., Dissertation Advisor
  • Bruce A Desmarais Jr., Committee Chair
  • Bumba Mukherjee, Committee Member
  • Christopher Jon Zorn, Committee Member
  • Bharath Kumar Sriperumbudur, Outside Member

9. Network Traffic Analysis: Anomaly Detection and Some Implications of Neutrality

Open Access
Author:
Kocak, Fatih
Title:
Network Traffic Analysis: Anomaly Detection and Some Implications of Neutrality
Graduate Program:
Electrical Engineering
Keywords:
File:
Committee Members:
  • David Jonathan Miller, Dissertation Advisor
  • George Kesidis, Dissertation Advisor
  • Kenneth Jenkins, Committee Member
  • John F Doherty, Committee Member
  • Anna Cinzia Squicciarini, Committee Member

10. Novel Task Decomposition And Aggregation methods For Knowledge Discovery In Multi-agent systems

Open Access
Author:
Kurve, Aditya C
Title:
Novel Task Decomposition And Aggregation methods For Knowledge Discovery In Multi-agent systems
Graduate Program:
Electrical Engineering
Keywords:
File:
Committee Members:
  • George Kesidis, Dissertation Advisor
  • Kultegin Aydin, Committee Chair
  • David Jonathan Miller, Committee Member
  • John F Doherty, Committee Member
  • Jason Ryder Morton, Committee Member
  • Christopher H Griffin, Committee Member