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Start Over Graduate Program Computer Science and Engineering (MS) Committee Member Chitaranjan Das

2. Scientific Document Figure Extraction, Clustering and Classification

open_access
Open Access
Author:
Karishma, Zeba
Title:
Scientific Document Figure Extraction, Clustering and Classification
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
scientific document figures
figure extraction
scientific figures
ACL
File:
Download Zeba_Karishma_Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Jian Wu, Special Signatory

3. Anomaly Detection of Test-Time Evasion Attacks in the Audio Domain

open_access
Open Access
Author:
Geer, Connor
Title:
Anomaly Detection of Test-Time Evasion Attacks in the Audio Domain
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Adversarial Machine Learning
Neural Networks
Audio
Anomaly Detection
File:
Download thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
George Kesidis, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Syed Rafiul Hussain, Committee Member

5. Implementation and Evaluation of Reconfiguration Protocol for Linearizable Distributed Key-Value Data Store

open_access
Open Access
Author:
Bhattar, Rohit
Title:
Implementation and Evaluation of Reconfiguration Protocol for Linearizable Distributed Key-Value Data Store
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Linearizable
Distributed
Distributed System
Strong Consistency
Atomiticity
Reconfiguration
File:
Download RohitBhattar_thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
Viveck Ramesh Cadambe, Committee Member

6. 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

7. 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

11. Story Generation using Hierarchical Convolutional Networks

open_access
Open Access
Author:
Naphade, Saniya
Title:
Story Generation using Hierarchical Convolutional Networks
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
story generation
convolutional networks
hierarchical text generation
fusion mechanism
File:
Download SaniyaNaphade_CSE_MastersThesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Ting-Hao Huang, Thesis Advisor/Co-Advisor

13. Segmentation of Lesions from Breast Ultrasound Images using Deep Convolutional Neural Network

open_access
Open Access
Author:
Thirusangu, Niranjan
Title:
Segmentation of Lesions from Breast Ultrasound Images using Deep Convolutional Neural Network
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
semantic segmentation
breast ultrasound image
u-net
densenet
mask r-cnn
attention gate
breast cancer diagnosis
File:
Download Thesis_NiranjanThirusangu.pdf
Committee Members:
Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Syed Rafiul Hussain, Committee Member
Chitaranjan Das, Program Head/Chair

15. LEGOStore: A Linearizable Geo-Distributed Store Combining Replication and Erasure Coding

open_access
Open Access
Author:
Zare, Hamidreza
Title:
LEGOStore: A Linearizable Geo-Distributed Store Combining Replication and Erasure Coding
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
geo-distributed datastore
linearizable datastore
Cost-efficient
Reconfiguration
File:
Download Hamidreza_Thesis.pdf
Committee Members:
Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
Viveck Ramesh Cadambe, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

16. Development Of A Heterogeneous Architecture Simulation Framework

open_access
Open Access
Author:
Mohapatra, Sampad
Title:
Development Of A Heterogeneous Architecture Simulation Framework
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
simulator
gem5
heterogeneous
architecture
CPU
GPU
File:
Download Sampad_Mohapatra_MS_Thesis.pdf
Committee Members:
Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair
John Morgan Sampson, Committee Member

17. AIGuide: An Augmented Reality Hand Guidance Application for People with Visual Impairments

open_access
Open Access
Author:
Troncoso Aldas, Nelson Daniel
Title:
AIGuide: An Augmented Reality Hand Guidance Application for People with Visual Impairments
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
assistive technology augmented reality
mixed reality
mobile computing
assistive technology
augmented reality
File:
Download Thesis_Revised.pdf
Committee Members:
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

19. Hardware Functional Obfuscation With Ferroelectric Active Interconnects

restricted_to_institution
Restricted (Penn State Only)
Author:
Yu, Tongguang
Title:
Hardware Functional Obfuscation With Ferroelectric Active Interconnects
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
FeFET
Hardware Security
Reverse Engineering
Ferroelectric
File:
Login to Download
Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Sumitha George, Committee Member
Kai Ni, Committee Member

20. An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks

restricted_to_institution
Restricted (Penn State Only)
Author:
Pham, Viet
Title:
An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
multi-label image classification
image classification
computer vision
machine learning
insect taxonomy
convolutional neural networks
File:
Login to Download
Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member

21. Ultrasound image classification and segmentation using deep learning applications

restricted_to_institution
Restricted (Penn State Only)
Author:
Mohammad, Umar Farooq
Title:
Ultrasound image classification and segmentation using deep learning applications
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Deep Learning
Medical Image Segmentation
Medical Image Classification
File:
Login to Download
Committee Members:
Chitaranjan Das, Program Head/Chair
Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member

22. Extending an Automated Content Assessment Method and Improving its Robustness for Classroom Use

restricted_to_institution
Restricted (Penn State Only)
Author:
Singh, Purushartha
Title:
Extending an Automated Content Assessment Method and Improving its Robustness for Classroom Use
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
natural language processing
automated summary content assessment
automated feedback generation
content assessment
educational use of artificial intelligence
artificial intelligence
File:
Login to Download
Committee Members:
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member

25. A Scheduling Framework for Decomposable Kernels on Energy Harvesting IoT Edge Nodes

restricted_to_institution
Restricted (Penn State Only)
Author:
Jose, Sethu
Title:
A Scheduling Framework for Decomposable Kernels on Energy Harvesting IoT Edge Nodes
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Internet of Things
Non-Volatile Processors
Energy Harvesting
Approximate Computing
Scheduling.
Internet Of Things
Scheduling
File:
Login to Download
Committee Members:
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Committee Member

27. TweetBLM: A Hate Speech Dataset and Analysis of Black_Lives_Matter-Related Microblogs on Twitter

open_access
Open Access
Author:
Kumar, Sumit
Title:
TweetBLM: A Hate Speech Dataset and Analysis of Black_Lives_Matter-Related Microblogs on Twitter
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
BLM
Tweets
Twitter
Black Lives Matter
Model
File:
Download PSU_Thesis_Sumit.pdf
Committee Members:
Rui Zhang, Thesis Advisor/Co-Advisor
Abhinav Verma, Committee Member
Chitaranjan Das, Program Head/Chair

28. Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs

restricted_to_institution
Restricted (Penn State Only)
Author:
Swaminathan, Ashwath Raghav
Title:
Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Natural Language Processing
Knowledge Graphs
Knowledge Graph Embeddings
Transformers
Computational Complexity
Memory Usage Optimization
Reducing FLOPs
Token Pruning
File:
Login to Download
Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Abhinav Verma, Committee Member

29. Automatic Generation of Floorplans using Generative Adversarial Networks

open_access
Open Access
Author:
Galiveeti, Sneha Suhitha
Title:
Automatic Generation of Floorplans using Generative Adversarial Networks
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
GAN
Image Synthesis Problem
Floorplan Generation
File:
Download Sneha_Suhitha_Galiveeti_Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Sharon Xiaolei Huang, Thesis Advisor/Co-Advisor

30. Physics-Informed Deep Learning For Prediction of CO2 Storage Site Response

open_access
Open Access
Author:
Prathipati, Sumedha
Title:
Physics-Informed Deep Learning For Prediction of CO2 Storage Site Response
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
CO2 storage
Site response forecasting
Physics-informed deep learning
Long Short-Term Memory (LSTM)
File:
Download Thesis_Sumedha.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Parisa Shokouhi, Committee Member

33. DESIGN AND IMPLEMENTATION OF A MULTI-STAGE PIPELINE FOR LARGE SCALE EXTRACTING, CLUSTERING AND INGESTION OF ACADEMIC DOCUMENTS FOR CITESEERX

restricted_to_institution
Restricted (Penn State Only)
Author:
Angadi, Manoj Kumar
Title:
DESIGN AND IMPLEMENTATION OF A MULTI-STAGE PIPELINE FOR LARGE SCALE EXTRACTING, CLUSTERING AND INGESTION OF ACADEMIC DOCUMENTS FOR CITESEERX
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
CiteSeer
Extraction
Clustering
Ingestion
LSH
BM25
NGX
Elasticsearch
Python
Pipeline
EIS
Citation
index
PDF
Document
Server
File:
Login to Download
Committee Members:
Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member

34. CO-LOCATING COMPUTE AND MEMORY ACCESS IN DEEP LEARNING RECOMMENDATION MODEL INFERENCE

restricted_to_institution
Restricted (Penn State Only)
Author:
Kalagi, Vishwas
Title:
CO-LOCATING COMPUTE AND MEMORY ACCESS IN DEEP LEARNING RECOMMENDATION MODEL INFERENCE
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Deep Learning Recommendation Models
hyperthreading
colocation
CPU
Inference
compute intensive
memory intensive
memory bottleneck
File:
Login to Download
Committee Members:
Chitaranjan Das, Program Head/Chair
Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Kamesh Madduri, Committee Member

35. A Novel Deep-Learning-Based Pipeline for Recurring Pattern Discovery

open_access
Open Access
Author:
Chai, Peilin
Title:
A Novel Deep-Learning-Based Pipeline for Recurring Pattern Discovery
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Recurring Pattern Discovery
Contrastive Learning
File:
Download A_Novel_Deep-Learning-Based_Pipeline_for_Recurring_Pattern_Discovery_Peilin_Chai.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member

36. A Tamper Analysis and Endorsement Approach for Linux Security Modules

open_access
Open Access
Author:
Capobianco, Frank
Title:
A Tamper Analysis and Endorsement Approach for Linux Security Modules
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Linux Security Modules
Reference Monitor
Tamper Analysis
Operating System Security
File:
Download capobianco_thesis_final.pdf
Committee Members:
Trent Ray Jaeger, Thesis Advisor/Co-Advisor
Danfeng Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

37. Self-Supervised Recurring Pattern Discovery From A Single View

open_access
Open Access
Author:
Asthana, Yashasvi
Title:
Self-Supervised Recurring Pattern Discovery From A Single View
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
recurring pattern detection
semi-supervised learning on an image
GRASP recurring pattern discovery
unsupervised foreground segmentation
File:
Download Final_Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
David Jonathan Miller, Committee Member

38. 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

39. Analyzing the Impact of Compute Server Selection for Function Placement with Distributed Storage

open_access
Open Access
Author:
Deshpande, Madhav Venkatesh
Title:
Analyzing the Impact of Compute Server Selection for Function Placement with Distributed Storage
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Function Placement
Serverless
File:
Download Madhav-Thesis-2021-05-26.pdf
Committee Members:
Dong Xie, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

40. An Assessment of Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models

open_access
Open Access
Author:
Nivargi, Rajal
Title:
An Assessment of Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Reproducibility
Replication
Social and Behavioral Sciences
File:
Download Thesis_RajalNivargi_Final.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Sarah Michele Rajtmajer, Committee Member
Jian Wu, Special Signatory
Rui Zhang, Committee Member

41. S_COVID: A FRUGAL YET EFFECTIVE ENGINE TO EXPLORE COVID-19 SCIENTIFIC LITERATURE

open_access
Open Access
Author:
Pranesh, Raj
Title:
S_COVID: A FRUGAL YET EFFECTIVE ENGINE TO EXPLORE COVID-19 SCIENTIFIC LITERATURE
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval
COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval
File:
Download PSU_Thesis_Raj_final_sub.pdf
Committee Members:
Rui Zhang, Thesis Advisor/Co-Advisor
Abhinav Verma, Committee Member
Chitaranjan Das, Program Head/Chair

42. Story Generation Using Intermediate Plot Representation

open_access
Open Access
Author:
Karanam, Kavya Laalasa
Title:
Story Generation Using Intermediate Plot Representation
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Story Summary Block Generation
Natural Language Processing
Deep Learning
Storyline Planning
File:
Download Karanam_KavyaLaalasa_Thesis_2021.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor

43. 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

44. Temperature distribution induced by ultrasound wave propagation using physics based deep learning method

open_access
Open Access
Author:
Wang, Yuzhang
Title:
Temperature distribution induced by ultrasound wave propagation using physics based deep learning method
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Deep learning
PINN
tBHTE
temperature map
ultrasound wave propagation
transducers
File:
Download Thesis_MS_2021_Yuzhang_final_Modified.pdf
Committee Members:
Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member
Chitaranjan Das, Program Head/Chair

48. Accelerating Sparse LU Factorization

open_access
Open Access
Author:
Lakshmidevi, Harieasswar
Title:
Accelerating Sparse LU Factorization
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
LU Factorization
GPU Acceleration
Sparse linear algebra
Symbolic factorization
Sparse linear solvers
File:
Download hlakshmidevi_masters_thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Kamesh Madduri, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Mehrdad Mahdavi, Committee Member