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Start Over Committee Member Kamesh Madduri

1. Robust, Adaptable Many-Objective Optimization: The Foundations, Parallelization and Application of the Borg MOEA

open_access
Open Access
Author:
Hadka, David M
Title:
Robust, Adaptable Many-Objective Optimization: The Foundations, Parallelization and Application of the Borg MOEA
Graduate Program:
Computer Science and Engineering
Keywords:
borg
moea
multiobjective
optimization
many-objective
evolutionary
algorithm
File:
Download Hadka_Dissertation_Final.pdf
Committee Members:
Patrick M Reed, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Sofya Raskhodnikova, Committee Member
Soundar Kumara, Committee Member
Timothy William Simpson, Committee Member
Mark Thomas Traband, Committee Member

2. Classification and Modeling of Human Activities Using Empirical Mode Decomposition with S-Band and Millimeter-Wave Micro-Doppler Radars.

open_access
Open Access
Author:
Fairchild, Dustin Paul
Title:
Classification and Modeling of Human Activities Using Empirical Mode Decomposition with S-Band and Millimeter-Wave Micro-Doppler Radars.
Graduate Program:
Electrical Engineering
Keywords:
Micro-Doppler Radar
Empirical Mode Decomposition
Support Vector Machine
Human Motion Classification
Bistatic Doppler
File:
Download DustinFairchild-Dissertation.pdf
Committee Members:
Ram Mohan Narayanan, Dissertation Advisor/Co-Advisor
Ram Mohan Narayanan, Committee Chair/Co-Chair
Timothy Joseph Kane, Committee Member
Randy Young, Committee Member
Kamesh Madduri, Committee Member

3. Computational Approaches for Integrative Detection of Protein-DNA Interactions

open_access
Open Access
Author:
Chen, Kuanbei
Title:
Computational Approaches for Integrative Detection of Protein-DNA Interactions
Graduate Program:
Computer Science and Engineering
Keywords:
Computational Biology
Bioinformatics
Peak-Calling
ChIP-seq
Gene regulation
Comparative Genomics
File:
Download Kuan-Bei.dissertation.pdf
Committee Members:
Webb Colby Miller, Dissertation Advisor/Co-Advisor
Webb Colby Miller, Committee Chair/Co-Chair
Dr Yu Zhang, Dissertation Advisor/Co-Advisor
Ross Cameron Hardison, Committee Member
Padma Raghavan, Committee Member
Kamesh Madduri, Committee Member

4. Quadratic Binary Optimization for Pedestrian Detection in Crowded Scenes

open_access
Open Access
Author:
Rujkietgumjorn, Sitapa
Title:
Quadratic Binary Optimization for Pedestrian Detection in Crowded Scenes
Graduate Program:
Computer Science and Engineering
Keywords:
Pedestrian Detection
Optimized Detection
Quadratic Binary Optimization
Occlusion
Crowds
File:
Download Rujikietgumjorn-Dissertation-final-version.pdf
Committee Members:
Robert T Collins, Dissertation Advisor/Co-Advisor
Robert T Collins, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Kamesh Madduri, Committee Member
Paul GriFfin, Committee Member

5. Computational Approaches To Predict Phenotype Differences In Populations From High-throughput Sequencing Data

open_access
Open Access
Author:
Bedoya Reina, Oscar Camilo
Title:
Computational Approaches To Predict Phenotype Differences In Populations From High-throughput Sequencing Data
Graduate Program:
Integrative Biosciences
Keywords:
Population genomics
bioinformatics
Galaxy tools
conservation genomics
biomedical informatics
File:
Download Thesisformatted_final.pdf
Committee Members:
Webb Colby Miller, Dissertation Advisor/Co-Advisor
Ross Cameron Hardison, Committee Member
George H Perry, Committee Member
Kamesh Madduri, Committee Member

7. Improving Performance and Energy of Parallel Sparse Computations through Hybrid Linear Solvers and Model-driven Optimization

open_access
Open Access
Author:
Booth, Joshua Dennis
Title:
Improving Performance and Energy of Parallel Sparse Computations through Hybrid Linear Solvers and Model-driven Optimization
Graduate Program:
Computer Science and Engineering
Keywords:
Numerical
Sparse
Linear Solvers
High Performance Computing
Model-Driven
Energy Aware
Hybrid Solvers
Irregular Problems
File:
Download Booth-ThesisMain-V3.pdf
Committee Members:
Padma Raghavan, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Kamesh Madduri, Committee Member
Christopher J Duffy, Special Member

8. EXPLOITING GRAPH EMBEDDING FOR PARALLELISM AND PERFORMANCE

open_access
Open Access
Author:
Kirmani, Shad
Title:
EXPLOITING GRAPH EMBEDDING FOR PARALLELISM AND PERFORMANCE
Graduate Program:
Computer Science and Engineering
Keywords:
Parallel computing
graph partitioning
topology
graphs
File:
Download ShadKirmani-Dissertation-2.pdf
Committee Members:
Padma Raghavan, Dissertation Advisor/Co-Advisor
Padma Raghavan, Committee Chair/Co-Chair
Kamesh Madduri, Committee Member
Mahmut Taylan Kandemir, Committee Member
Christopher J Duffy, Committee Member

9. Improving Prediction, Recommendation, and Classification using User-generated Content and Relationships

open_access
Open Access
Author:
Chang, Hau-wen
Title:
Improving Prediction, Recommendation, and Classification using User-generated Content and Relationships
Graduate Program:
Computer Science and Engineering
Keywords:
data mining
location estimation
recommender system
keyword recommendation
text minging
File:
Download hauwen150729.pdf
Committee Members:
Dongwon Lee, Dissertation Advisor/Co-Advisor
Wang Chien Lee, Committee Chair/Co-Chair
Kamesh Madduri, Committee Member
Dinghao Wu, Committee Member