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Start Over Year 2020 Committee Member Chitaranjan Das

11. Applications of the compacted de bruijn graph in Comparative genomics

open_access
Open Access
Author:
Minkin, Ilia
Title:
Applications of the compacted de bruijn graph in Comparative genomics
Graduate Program:
Computer Science and Engineering
Keywords:
De Bruijn graph
Comparative genomics
Sequence alignment
Sequence analysis
File:
Download Minkin-Dissertation.pdf
Committee Members:
Paul Medvedev, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Chair/Co-Chair
Kamesh Madduri, Committee Member
Mingfu Shao, Committee Member
Kateryna Dmytrivna Makova, Outside Member
Chitaranjan Das, Program Head/Chair

12. Subject Category Classification of Scholarly Papers Using Deep Attentive Neural Networks

open_access
Open Access
Author:
Kandimalla, Bharath
Title:
Subject Category Classification of Scholarly Papers Using Deep Attentive Neural Networks
Graduate Program:
Computer Science and Engineering
Keywords:
text classification
scholarly big data
text mining
attention model
deep neural networks
word embedding
web of science
File:
Download bharath_mscs_final_thesis.pdf
Committee Members:
Clyde Lee Giles, Thesis Advisor/Co-Advisor
Daniel Kifer, Committee Member
Chitaranjan Das, Program Head/Chair

15. Vessel Analysis in Narrow Band Imaging Bronchoscopic Video

open_access
Open Access
Author:
Bandyopadhyay, Saptarashmi
Title:
Vessel Analysis in Narrow Band Imaging Bronchoscopic Video
Graduate Program:
Computer Science and Engineering
Keywords:
Narrow Band Imaging
Bronchoscopy
Vessel Enhancement
Vessel Segmentation
Artificial Intelligence
Lung Cancer Detection
File:
Download Saptarashmi2020-MS.pdf
Committee Members:
William Evan Higgins, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

16. High frequency ultrasound imaging with thin-film devices and embedded system

open_access
Open Access
Author:
Jang, Geesun
Title:
High frequency ultrasound imaging with thin-film devices and embedded system
Graduate Program:
Computer Science and Engineering
Keywords:
Ultrasound Imaging
Embedded System
Finger-vein
Biometric
File:
Download _Official__Master_Thesis_-_Geesun_Jang.pdf
Committee Members:
Kyusun Choi, Thesis Advisor/Co-Advisor
Thomas Nelson Jackson, Committee Member
Chitaranjan Das, Program Head/Chair

17. A Processing-in-Memory Accelerator Architecture for Graph Analytics

open_access
Open Access
Author:
Rampalli, Sahithi
Title:
A Processing-in-Memory Accelerator Architecture for Graph Analytics
Graduate Program:
Computer Science
Keywords:
processing-in-memory
PIM
graphs
graph analytics
accelerator
SpMV
sparse
File:
Download Thesis_Sahithi_Rampalli.pdf
Committee Members:
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Chitaranjan Das, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
John Morgan Sampson, Committee Member

19. Processing In-Memory Architecture Incorporating Systolic Dataflow for Deep Neural Networks

open_access
Open Access
Author:
Chandran, Makesh Tarun
Title:
Processing In-Memory Architecture Incorporating Systolic Dataflow for Deep Neural Networks
Graduate Program:
Computer Science and Engineering
Keywords:
Neural Networks
ReRAM
Processing-in-memory
Transformer
BERT
LSTM
CNN
Systolic
File:
Download Makesh_Thesis.pdf
Committee Members:
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair