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Author:

Fu, Haoying

Title:

Image Restoration and Reconstruction: Beyond Least Squares

Graduate Program:

Computer Science and Engineering

Keywords:

image restoration
total least squares
least absolute deviation
high resolution image reconstruction
color image restoration

File:

Download fu_thesis.pdf

Committee Members:

Jesse Louis Barlow, Committee Chair/Co-Chair
Nirmal Bose, Committee Member
Michael Ng, Committee Member
Paul Plassmann, Committee Member
Hongyuan Zha, Committee Member

Author:

Fu, Tao Yang

Title:

GRAPH AND TRAJECTORY MINING: FRAMEWORKS,ALGORITHMS AND APPLICATIONS

Graduate Program:

Computer Science and Engineering

Keywords:

machine learning
representation learning
neural network
network data
trajectory data
spatio-temporal data
node classification
link prediction
travel time estmiation
route planning

File:

Download dissertation_final.pdf

Committee Members:

Wang-Chien Lee, Dissertation Advisor/Co-Advisor
Wang-Chien Lee, Committee Chair/Co-Chair
Sencun Zhu, Committee Member
Kamesh Madduri, Committee Member
Jia Li, Outside Member
Zhen Lei, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Member
Chitaranjan Das, Program Head/Chair
Zhen Lei, Committee Chair/Co-Chair