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Start Over Committee Member Prasenjit Mitra Keyword machine learning

2. An Architecture for Multimodal Information Extraction from Scholarly Documents

open_access
Open Access
Author:
Ray Choudhury, Sagnik
Title:
An Architecture for Multimodal Information Extraction from Scholarly Documents
Graduate Program:
Information Sciences and Technology
Keywords:
digital libraries
information extraction
semantic scholar
document elements
machine learning
image [processing
vector graphics
File:
Download phd_thesis_final_sagnik.pdf
Committee Members:
Clyde Lee Giles, Dissertation Advisor/Co-Advisor
Clyde Lee Giles, Committee Chair/Co-Chair
Prasenjit Mitra, Committee Member
James Z Wang, Committee Member
Daniel Kifer, Outside Member

3. Artificial Intelligence and Human Intelligence to Derive Meaningful Information on Geographic Movement Described in Text

open_access
Open Access
Author:
Pezanowski, Scott
Title:
Artificial Intelligence and Human Intelligence to Derive Meaningful Information on Geographic Movement Described in Text
Graduate Program:
Informatics
Keywords:
geographic movement
geovisual analytics
machine learning
natural language processing
big data analytics
geographic movement
geovisual analytics
machine learning
natural language processing
big data analytics
artificial intelligence
deep learning
visualization
GIScience
Information Retrieval
File:
Download 20210321_PezanowskiScott-Dissertation_final.pdf
Committee Members:
Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Nick Giacobe, Committee Member
Alan M Mac Eachren, Outside Member
Mary Beth Rosson, Program Head/Chair

4. Trustworthy Machine Learning: Learning under Security, Explainability and Uncertainty Constraints

open_access
Open Access
Author:
Le, Thai Quang
Title:
Trustworthy Machine Learning: Learning under Security, Explainability and Uncertainty Constraints
Graduate Program:
Information Sciences and Technology (PHD)
Keywords:
machine learning
responsible AI
explainability
adversarial attack
adversarial defense
security
privacy
XAI
trustworthy
File:
Download Thesis_ThaiLe_IST_B.pdf
Committee Members:
Dongwon Lee, Chair & Dissertation Advisor
Suhang Wang, Major Field Member
Prasenjit Mitra, Major Field Member
S. Shyam Sundar, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair