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Start Over Committee Member C Lee Giles Keyword machine learning

3. 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

4. TOWARDS INFERRING BIOLOGICALLY INFORMATIVE PROTEIN-PROTEIN INTERACTIONS

open_access
Open Access
Author:
Zhang, Ya
Title:
TOWARDS INFERRING BIOLOGICALLY INFORMATIVE PROTEIN-PROTEIN INTERACTIONS
Graduate Program:
Information Systems
Keywords:
microarray analysis
protein domain
protein interaction prediction
bioinformatics
machine learning
File:
Download YZhang_Thesis_Final.pdf
Committee Members:
Chao Hsien Chu, Committee Chair/Co-Chair
Hongyuan Zha, Committee Chair/Co-Chair
C Lee Giles, Committee Member
James Z Wang, Committee Member
Liwang Cui, Committee Member

5. 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

6. Statistical Climate Model Downscaling: Methods and Application to the Midwest United States and West Africa Regions

open_access
Open Access
Author:
Polasky, Andrew
Title:
Statistical Climate Model Downscaling: Methods and Application to the Midwest United States and West Africa Regions
Graduate Program:
Meteorology and Atmospheric Science (PHD)
Keywords:
climate change
downscaling
self-organizing maps
machine learning
statistical downscaling
File:
Download polasky_dissertation_final.pdf
Committee Members:
George Young, Major Field Member
C Lee Giles, Outside Unit & Field Member
Jenni Evans, Chair & Dissertation Advisor
Jose Fuentes, Major Field Member
David Stensrud, Program Head/Chair

7. AI in Education: Effective Machine Learning Methods To Improve Data Scarcity and Knowledge Generalization

open_access
Open Access
Author:
Shen, Jia Tracy
Title:
AI in Education: Effective Machine Learning Methods To Improve Data Scarcity and Knowledge Generalization
Graduate Program:
Information Sciences and Technology (PHD)
Keywords:
AI
machine learning
education
BERT
nlp
Deep Generative models
time series
model generalization
transfer learning
knowledge generalization
transformer
LSTM
File:
Download AIinED_Dissertation_final_submission.pdf
Committee Members:
Dongwon Lee, Chair & Dissertation Advisor
C Lee Giles, Major Field Member
Amulya Yadav, Major Field Member
Rebecca Passonneau, Outside Unit & Field Member
Jeffrey Bardzell, Program Head/Chair

8. Improved Facial Expression Recognition Using Noisy Student Training and Synthetic Data Generation

open_access
Open Access
Author:
Kumar, Vikas
Title:
Improved Facial Expression Recognition Using Noisy Student Training and Synthetic Data Generation
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Facial expression recognition
student-teacher network
semisupervised learning
multi-level attention
Facial expression recognition student-teacher network
semisupervised learning multi-level attention
facial expression recognition
unsupervised learning
student teacher network
machine learning
deep learning
GAN
CNN
File:
Download Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member

9. Explainable AI Techniques for Security

open_access
Open Access
Author:
Guo, Wenbo
Title:
Explainable AI Techniques for Security
Graduate Program:
Information Sciences and Technology (PHD)
Keywords:
computer security
machine learning
explainable AI
deep learning
File:
Download Dissertation.pdf
Committee Members:
Mary Beth Rosson, Program Head/Chair
Lin Lin, Outside Unit & Field Member
Ting Wang, Co-Chair, Major Member & Dissertation Advisor
C Lee Giles, Major Field Member
Xinyu Xing, Co-Chair & Dissertation Advisor

10. Towards the Next-Generation of Engineering Design Artificial Intelligence: A Framework for Additive Manufacturing Machine Learning Development

open_access
Open Access
Author:
Williams, Glen
Title:
Towards the Next-Generation of Engineering Design Artificial Intelligence: A Framework for Additive Manufacturing Machine Learning Development
Graduate Program:
Mechanical Engineering (PHD)
Keywords:
additive manufacturing
machine learning
artificial intelligence
design
manufacturing
File:
Download Glen_Williams.pdf
Committee Members:
Nicholas Meisel, Major Field Member
Timothy Simpson, Major Field Member
Chris McComb, Chair & Dissertation Advisor
C Lee Giles, Outside Unit & Field Member
Daniel Haworth, Professor in Charge/Director of Graduate Studies