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1. CATEGORICAL VERSUS DIMENSIONAL DIAGNOSIS OF GENERALIZED ANXIETY DISORDER: HOW WELL DO THEY PREDICT RESPONSE TO TREATMENT?

open_access
Open Access
Author:
Ruscio, Ayelet Meron
Title:
CATEGORICAL VERSUS DIMENSIONAL DIAGNOSIS OF GENERALIZED ANXIETY DISORDER: HOW WELL DO THEY PREDICT RESPONSE TO TREATMENT?
Graduate Program:
Psychology
Keywords:
generalized anxiety disorder
worry
diagnosis
classification
predictive validity
stimulus control interventions
self-administered treatments
File:
Download Thesis.pdf
Committee Members:
Thomas D Borkovec, Committee Chair/Co-Chair
Louis Georges Castonguay, Committee Member
Michelle Gayle Newman, Committee Member
Craig Edelbrock, Committee Member

3. 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
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:
Alzheimer
Support Vector Machine
biomedical imaging
discriminant function
classification
machine learning
MRI
brain imaging
gene microarray
File:
Download ya_thesis_after5aug10review.pdf
Committee Members:
Profs David J Miller And George Kesidis, Dissertation Advisor/Co-Advisor
David Jonathan Miller, Committee Chair/Co-Chair
George Kesidis, Committee Member
Qing X Yang, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
James Z Wang, Committee Member

4. Machine Learning for Text Mining: Classification, Retrieval and Recommendation

open_access
Open Access
Author:
Song, Yang
Title:
Machine Learning for Text Mining: Classification, Retrieval and Recommendation
Graduate Program:
Computer Science and Engineering
Keywords:
classification
machine learning
text classification
information retrieval
clustering
recommendation
File:
Download yangsong_dissertation.pdf
Committee Members:
C Lee Giles, Dissertation Advisor/Co-Advisor
C Lee Giles, Committee Chair/Co-Chair
Wang Chien Lee, Committee Member
Jia Li, Committee Member
Jesse Louis Barlow, Committee Member
Bing Li, Committee Member

6. Water Quality Condition Assessment of Streams in National Parks of the Mid-Atlantic USA Integrating Physical, Chemical, and Biological Datasets

open_access
Open Access
Author:
Webber, James Steven
Title:
Water Quality Condition Assessment of Streams in National Parks of the Mid-Atlantic USA Integrating Physical, Chemical, and Biological Datasets
Graduate Program:
Forest Resources
Keywords:
National Park Service
water quality
headwater streams
index of biotic integrity
classification
ecology
watershed
File:
Download JSW_MS_Thesis_Final.pdf
Committee Members:
Elizabeth Weeks Boyer, Thesis Advisor/Co-Advisor

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

open_access
Open Access
Author:
Fry, Jonathan Richard
Title:
An Investigation of Wavelet Features for Automated Biomedical Image Classification
Graduate Program:
Electrical Engineering
Keywords:
wavelet
feature space
classification
machine learning
pattern recognition
image analysis
feature selection
File:
Download thesis_format_final.pdf
Committee Members:
Yanxi Liu, Thesis Advisor/Co-Advisor
Vishal Monga, Thesis Advisor/Co-Advisor

8. Analyzing Subjectivity and Sentiment of Online Forums

open_access
Open Access
Author:
Biyani, Prakhar
Title:
Analyzing Subjectivity and Sentiment of Online Forums
Graduate Program:
Information Sciences and Technology
Keywords:
Subjectivity analysis
sentiment analysis
classification
supervised learning
semi-supervised learning
online forums
File:
Download Dissertation_Biyani.pdf
Committee Members:
Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
John Yen, Committee Member
Alexander Klippel, Committee Member
Marcel Salathe, Committee Member
Cornelia Caragea, Special Member

9. UNDERSTANDING USER INTERACTIONS THROUGH LINK ANALYSIS IN SOCIAL NETWORKS

open_access
Open Access
Author:
Yu, Mo
Title:
UNDERSTANDING USER INTERACTIONS THROUGH LINK ANALYSIS IN SOCIAL NETWORKS
Graduate Program:
Information Sciences and Technology
Keywords:
social network analyses
link analysis
data mining
recommender system
cold start
classification
File:
Download Dissertation_Mo_Yu.pdf
Committee Members:
Xiaolong Zhang, Dissertation Advisor/Co-Advisor
Xiaolong Zhang, Committee Chair/Co-Chair
Dongwon Lee, Committee Member
Guoray Cai, Committee Member
Derek Allen Kreager, Outside Member

10. NETWORK ANALYTICS AND MACHINE LEARNING: APPLICATIONS TO ONLINE SOCIAL NETWORKS AND HEALTHCARE SYSTEMS

open_access
Open Access
Author:
Sung, Yi Shan
Title:
NETWORK ANALYTICS AND MACHINE LEARNING: APPLICATIONS TO ONLINE SOCIAL NETWORKS AND HEALTHCARE SYSTEMS
Graduate Program:
Industrial Engineering
Keywords:
network analytics
machine learning
healthcare analytics
online social networks
dominance attribute
community detection
provider order recommendation system
length of stay
remaining length of stay
classification
prediction
File:
Download phd_thesis_yishan.pdf
Committee Members:
Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Guodong Pang, Committee Member
Tao Yao, Committee Member
Reka Z Albert, Outside Member
Kamesh Madduri, Outside Member
LiYing Cui, Special Member