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Start Over Committee Member Chitaranjan Das Keyword Machine Learning Access Level open_access

2. Towards Designing Accurate Detection Methods for Emerging Cyber Threats

open_access
Open Access
Author:
Yuan, Lun Pin
Title:
Towards Designing Accurate Detection Methods for Emerging Cyber Threats
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Anomaly Detection
Cybersecurity
Machine Learning
Deep Learning
Cyberthreats
Malware
File:
Download lunpin_dissertation.pdf
Committee Members:
Peng Liu, Co-Chair of Committee
G. Tan, Major Field Member
Sencun Zhu, Chair & Dissertation Advisor
Anna Squicciarini, Outside Unit & Field Member
Guohong Cao, Major Field Member
Chitaranjan Das, Program Head/Chair

3. Laboratory Earthquake Prediction using Deep Learning

open_access
Open Access
Author:
Girkar, Vrushali Sanjay
Title:
Laboratory Earthquake Prediction using Deep Learning
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Machine Learning
Deep Learning
Earthquake Prediction
Time-Series Prediction
Supervised Regression Problem
Automatic Feature Extraction
File:
Download Vrushali_Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Parisa Shokouhi, Committee Member

4. Automatic Summarization and Slide Generation for Scientific Papers

open_access
Open Access
Author:
Sefid, Athar
Title:
Automatic Summarization and Slide Generation for Scientific Papers
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Automatic Summarization
Automatic Slide Generation
Text Mining
Machine Learning
Natural Language Processing
File:
Download Athar_Sefid_PhD_Thesis.pdf
Committee Members:
Chris McComb, Outside Unit & Field Member
C Lee Giles, Chair & Dissertation Advisor
Jesse Barlow, Major Field Member
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

5. Understanding and Predicting Retractions of Published Works

open_access
Open Access
Author:
Modukuri, Sai Ajay
Title:
Understanding and Predicting Retractions of Published Works
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Machine Learning
Reproducibility
Psychology
File:
Download Thesis_retraction_classifier-5.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
C. Lee Giles, Thesis Advisor/Co-Advisor
Sarah Rajtmajer, Thesis Advisor/Co-Advisor
Jian Wu, Special Signatory
Rui Zhang, Committee Member

6. Inferring Aliasing and Buffer Size Relationship in C via Graph Neural Networks

open_access
Open Access
Author:
Liang, Ke
Title:
Inferring Aliasing and Buffer Size Relationship in C via Graph Neural Networks
Graduate Program:
Computer Science and Engineering
Keywords:
Programming Language
Machine Learning
Link Prediction
Graph Neural Networks
Aliasing and Buffer Size Relationship
Code Analysis
File:
Download Liang_Ke_Thesis__1_.pdf
Committee Members:
Gang Tan, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Program Head/Chair

8. Action classification for videos in sports

open_access
Open Access
Author:
Dasari, Chandu
Title:
Action classification for videos in sports
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Computer Vision
Sports Analytics
Human Pose Estimation
Open Pose
YoloV5
Machine Learning
Deep Learning
File:
Download Thesis_Chandu_Dasari.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Mahanth Gowda, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Bhuvan Narendra Urgaonkar, Thesis Advisor/Co-Advisor

10. Machine Learning and Optimization Applications on Near-term Quantum Computers

open_access
Open Access
Author:
Li, Junde
Title:
Machine Learning and Optimization Applications on Near-term Quantum Computers
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Machine Learning
Quantum Computing
Computer Vision
Optimization
Variational Quantum Algorithms
Generative Models
Quantum Computation Advantages
File:
Download phd_dissertation_junde.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Swaroop Ghosh, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Nikolay Dokholyan, Outside Unit & Field Member
Chunhao Wang, Major Field Member