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Author:

Gross, Joshua B

Title:

USING DERIVED SOCIAL CLUSTERS IN EMAIL TO SUPPORT HIGH-THROUGHPUT USERS IN MESSAGE MANAGEMENT

Graduate Program:

Information Sciences and Technology

Keywords:

artificial intelligence
social networks
human computer interaction
email
clustering

File:

Download diss-thesisOffice-jbg-2.pdf

Committee Members:

Mary Beth Rosson, Dissertation Advisor/Co-Advisor
Mary Beth Rosson, Committee Chair/Co-Chair
Frank Edward Ritter, Committee Member
John Millar Carroll, Committee Member
Richard Alan Carlson, Committee Member
John Yen, Committee Member

Author:

Yan, Su

Title:

SEMI-SUPERVISED CLUSTERING FOR HIGH-DIMENSIONAL AND SPARSE FEATURES

Graduate Program:

Information Sciences and Technology

Keywords:

dimension reduction
clustering
semi-supervised learning
document analysis

File:

Download SuYan-Dissertation.pdf

Committee Members:

Dongwon Lee, Dissertation Advisor/Co-Advisor
Dongwon Lee, Committee Chair/Co-Chair
C Lee Giles, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Tracy Mullen, Committee Member

Author:

Raghavan, Ushanandini

Title:

CLUSTERING AND CONNECTIVITY PROBLEMS IN COMPLEX NETWORKS

Graduate Program:

Industrial Engineering

Keywords:

networks
social networks
community detection
wireless sensor networks
clustering
connectivity

File:

Download Raghavan-Dissertation.pdf

Committee Members:

Soundar Kumara, Committee Chair/Co-Chair
Reka Z Albert, Committee Chair/Co-Chair
Dennis Kon Jin Lin, Committee Member
Tao Yao, Committee Member
Arvind Rangaswamy, Committee Member

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

Author:

Treeratpituk, Pucktada

Title:

Person Name Disambiguation in the Multicultural and ONline Setting

Graduate Program:

Information Sciences and Technology

Keywords:

name disambiguation
clustering
ethnicity classification

File:

Download puck-thesis-with-vita.pdf

Committee Members:

C Lee Giles, Committee Chair/Co-Chair
Prasenjit Mitra, Committee Member
James Z Wang, Committee Member
Daniel Kifer, Committee Member
C Lee Giles, Dissertation Advisor/Co-Advisor

Author:

Qiao, Mu

Title:

Mixture Modeling for Complex and Large-scale Data with Applications

Graduate Program:

Computer Science and Engineering

Keywords:

mixture models
complex
large scale
high dimensional classification
clustering
visualization

File:

Download MuQiao_dissertation_updated.pdf

Committee Members:

Jia Li, Dissertation Advisor/Co-Advisor
James Z Wang, Dissertation Advisor/Co-Advisor
Jia Li, Committee Chair/Co-Chair
Daniel Kifer, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Xiaolong Zhang, Committee Member

Author:

Kocak, Fatih

Title:

Network Traffic Analysis: Anomaly Detection and Some Implications of Neutrality

Graduate Program:

Electrical Engineering

Keywords:

machine learning
anomaly detection
p-value
clustering
feature selection
network neutrality
game theory
caching
networks

File:

Download FatihKocak-Dissertation.pdf

Committee Members:

David Jonathan Miller, Dissertation Advisor/Co-Advisor
George Kesidis, Dissertation Advisor/Co-Advisor
Kenneth Jenkins, Committee Member
John F Doherty, Committee Member
Anna Cinzia Squicciarini, Committee Member

Author:

Zhang, Yu

Title:

discrete distribution clustering in big data and a method for storm prediction leveraging large historical archives

Graduate Program:

Information Sciences and Technology

Keywords:

discrete distribution
clustering
parallel computing
image annotation
protein clustering
storm prediction

File:

Download dissertation.pdf

Committee Members:

James Z Wang, Dissertation Advisor/Co-Advisor
Jia Li, Dissertation Advisor/Co-Advisor
James Z Wang, Committee Chair/Co-Chair
Jia Li, Committee Member
C Lee Giles, Committee Member
Anna Cinzia Squicciarini, Committee Member
Chris Eliot Forest, Committee Member

Author:

Huang, Jian

Title:

A Tale of Two Paradigms: Disambiguating Extracted Entities with Applications to a Digital Library and the Web

Graduate Program:

Information Sciences and Technology

Keywords:

entity resolution
cross document coreference
author name disambiguation
clustering
social network analysis

File:

Download JianHuang-Dissertation.pdf

Committee Members:

C. Lee Giles, Committee Chair/Co-Chair
Dongwon Lee, Committee Member
Prasenjit Mitra, Committee Member
Jia Li, Committee Member
Qi He, Committee Member

Author:

Kowaleski, Alexander Michael

Title:

Novel Methods for Exploring the Limits of Tropical Cyclone Forecasting

Graduate Program:

Meteorology

Keywords:

tropical cyclones
potential intensity
ensemble forecasts
clustering

File:

Download Kowaleski_Thesis_1027.pdf

Committee Members:

Jenni Evans, Dissertation Advisor/Co-Advisor
Jenni Evans, Committee Chair/Co-Chair
George Spencer Young, Committee Member
Fuqing Zhang, Committee Member
Francesca Chiaromonte, Outside Member