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Start Over Degree PHD Year 2016 Keyword Machine Learning

1. Bio-inspired and Neuromorphic Machine Vision System for Analyzing Three-dimensional Data

open_access
Open Access
Author:
Skocik, Michael Joseph
Title:
Bio-inspired and Neuromorphic Machine Vision System for Analyzing Three-dimensional Data
Graduate Program:
Physics
Keywords:
Computer Aided Diagnosis
Computer Assisted Radiology
Alzheimer's
Mild Cognitive Impairment
Machine Learning
Machine Vision
File:
Download Michael_Skocik-Dissertation.pdf
Committee Members:
Bradley Paul Wyble, Dissertation Advisor/Co-Advisor
John Collins, Committee Chair/Co-Chair
Reka Z Albert, Committee Member
Carina Pamela Curto, Committee Member

2. Pattern Discovery from Unstructured and Scarcely Labeled Text Corpora

open_access
Open Access
Author:
Soleimani Bajestani, Hossein
Title:
Pattern Discovery from Unstructured and Scarcely Labeled Text Corpora
Graduate Program:
Electrical Engineering
Keywords:
Machine Learning
Topic Models
Anomaly Detection
Semi-supervised Learning
Text Modeling
Credit Attribution
File:
Download Hossein-Dissertation.pdf
Committee Members:
David J. Miller, Dissertation Advisor/Co-Advisor
David J. Miller, Committee Chair/Co-Chair
George Kesidis, Committee Member
Vishal Monga, Committee Member
C. Lee Giles, Outside Member
David Russell Hunter, Outside Member

3. Making Sense of Conflict in Distributed Teams: A Design Science Approach

open_access
Open Access
Author:
Zhang, Guangxuan
Title:
Making Sense of Conflict in Distributed Teams: A Design Science Approach
Graduate Program:
Information Sciences and Technology
Keywords:
Conflict
Design Science
CM2
Conflict Management System
Argument Detection
Text Mining
Machine Learning
Distributed Team
Open-source Software Development
File:
Download Dissertation_20161127.pdf
Committee Members:
Heng Xu, Dissertation Advisor/Co-Advisor
Heng Xu, Committee Chair/Co-Chair
Sencun Zhu, Committee Member
Zhenhui Li, Committee Member
Daniel Cardoso Llach, Outside Member

4. Learning and Decision Optimization in Data-Driven Autonomous Systems

open_access
Open Access
Author:
Jha, Devesh Kumar
Title:
Learning and Decision Optimization in Data-Driven Autonomous Systems
Graduate Program:
Mechanical Engineering
Keywords:
Autonomous Systems
Machine Learning
Markov Modeling
Combustion Instability
Decision Making
Motion Planning
File:
Download Devesh-Dissertation.pdf
Committee Members:
Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Christopher Rahn, Committee Member
Thomas Wettergren, Committee Member
Minghui Zhu, Outside Member
Jan Severin Reimann, Outside Member
Abhishek Srivastav, Special Member