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Author:

Chen, Dong

Title:

Supporting collaborative information analysis using interactive visualization: A design research

Graduate Program:

Information Sciences and Technology

Keywords:

collaboration
visualization
visual analytics
information analysis
classroom study

File:

Download dongchen-dissertation-v4.pdf

Committee Members:

Jack Carroll, Dissertation Advisor/Co-Advisor
Jack Carroll, Committee Chair/Co-Chair
Alan M Mac Eachren, Committee Member
Xiaolong Zhang, Committee Member
Mary Beth Oliver, Outside Member
Mary Beth Rosson, Program Head/Chair

Author:

Yu, Li

Title:

Explainable image classification based on positive gradient distance

Graduate Program:

Information Sciences and Technology

Keywords:

Explainable image classification
Positive gradient distance

File:

Download Li_Yu_MS_Thesis_2021.pdf

Committee Members:

James Z Wang, Thesis Advisor/Co-Advisor
Jia Li, Thesis Advisor/Co-Advisor
Sharon Xiaolei Huang, Committee Member
Mary Beth Rosson, Program Head/Chair

Author:

Wong, Jian Syuan

Title:

FACILITATING LEARNING ANALYTICS OF LEARNER COMMUNICATION IN MOOCS: A VISUAL ANALYTICS APPROACH

Graduate Program:

Information Sciences and Technology

Keywords:

MOOCs
MOOC forum
Visual Analytics
Learning Analytics
Visualization

File:

Download Dissertation_JSW.pdf

Committee Members:

Xiaolong Zhang, Dissertation Advisor/Co-Advisor
Xiaolong Zhang, Committee Chair/Co-Chair
John Yen, Committee Member
Fred Fonseca, Committee Member
Anthony C Robinson, Outside Member
Mary Beth Rosson, Program Head/Chair

Author:

Yao, Huaxiu

Title:

Learning to Learn with Structured Knowledge

Graduate Program:

Information Sciences and Technology

Keywords:

Machine Learning
Data Mining
Deep Learning
Meta-learning
Relation Learning
Few-shot Learning

File:

Download PhD_Dissertation_Huaxiu.pdf

Committee Members:

Zhenhui Li, Dissertation Advisor/Co-Advisor
Zhenhui Li, Committee Chair/Co-Chair
Suhang Wang, Committee Member
Xiang Zhang, Committee Member
Lingzhou Xue, Outside Member
Mary Beth Rosson, Program Head/Chair

Author:

Xue, Yuan

Title:

Deep Generative Models for Medical Images and Beyond

Graduate Program:

Information Sciences and Technology

Keywords:

Deep Learning
Computer Vision
Generative Models
Medical Image Analysis

File:

Download Deep_Generative_Models_for_Medical_Images_and_Beyond.pdf

Committee Members:

Sharon Xiaolei Huang, Dissertation Advisor/Co-Advisor
Sharon Xiaolei Huang, Committee Chair/Co-Chair
Zihan Zhou, Committee Member
Ting Wang, Committee Member
Robert Collins, Outside Member
James Duncan, Special Member
Mary Beth Rosson, Program Head/Chair