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Efficient and Sustainable Neural Architecture Search
Keyword:
Monte Carlo Tree Search
,
Neural Architecture Search
, and
Deep Learning
Creator:
Zhao, Yiyang
Advisor:
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-07-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Machine Learning Models for Passive Pre-symptomatic Detection of Covid-19 from Smart Wearable Data
Keyword:
Infectious Diseases
,
Smart Wearables
,
Passive Assessment
, and
Machine Learning
Creator:
Sarwar, Atifa
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Exploring Internal Representations Learned by Autoencoders for Sleep EEG
Keyword:
denoising autoencoders
,
machine learning
,
disentangled representations
,
power spectrogram
,
beta-variational autoencoders
, and
sleep eeg signal analysis
Creator:
Soota, Akshit
Advisor:
Alvarez, Sergio A.
and
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-08-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Scan2BIM: An Integrated Platform for 3D Reconstruction of Indoor Environment
Keyword:
3D Modeling Platform
,
Building Information Model
,
Indoor Mapping
, and
SLAM
Creator:
Huang, Zhanhong
Advisor:
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-05-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Machine Learning for Optimizing Cognitive Radar Waveforms
Keyword:
5G
,
Reinforcement Learning
,
Cognitive Radar
,
Spectrum Sharing
,
Software Defined Radio
, and
Machine Learning
Creator:
Malcarne, Joshua
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-06-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Logic For Exploit Detection: Utilizing Proof Search for Exploitability Detection in Compact Software Systems
Keyword:
Bug Detection
,
Staged Linear Logic
,
Logic Programming
,
Linear Logic Programming
,
Proof Search
, and
Python
Creator:
Eskandari Miandoab, Kaveh
Advisor:
Bohrer, Rose
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
A Deep Semantic Segmentation Framework for Digitizing Paper Electrocardiograms with Data Augmentation using a Diffusion Model
Creator:
Ji, Jiaqi
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-11-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Building Infrastructure Support for Organizational Security: An Approach to Network Monitoring, Threat Detection, and Incident Response
Creator:
Lei, Yunsen
Advisor:
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Mobile Paralinguistic Health Assessment from Speech: Energy-Efficient and Privacy-Preserving Neural Network Models
Keyword:
Energy efficient
,
Traumatic brain injury
,
Deep neural Networks
,
Depression
,
Speech assessment
, and
Speaker privacy
Creator:
Ditthapron, Apiwat
Advisor:
Lammert, Adam C.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Creating Signed Language Resources to Increase Access and Representation of the Deaf Community and Advance Sign Language-Centered Research
Keyword:
User Experience Research
,
Accessibility
,
Human Computer Interaction
, and
Computer Science
Creator:
Mahajan, Shruti
Advisor:
Solovey, Erin
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Modeling User Behaviors in Online Systems and Ubiquitous Devices
Creator:
Mou, Guanyi
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
A Foundation for Orchestrating Multiple Security Environments in Endpoint Systems
Keyword:
Usable Security
,
Isolation
,
OS Security
, and
Unsupervised Learning
Creator:
Beauchaine, Adam
Advisor:
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Pressure Injury Stage Image Classification using Cross-Shaped Window Attention Vision Transformers
Keyword:
vision transformer
,
fine-grained visual classification
,
pressure injuries
,
image classification
, and
deep learning
Creator:
Perkins, Grant
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-10-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Evaluating the Influence of Surprise and Suppression Techniques in Map Visualizations
Keyword:
Data Visualization
,
Choropleth Maps
, and
Bayesian Surprise
Creator:
Ndlovu, Akim
Advisor:
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-09-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Regular Session Types
Keyword:
Exponential Types
,
Regular Languages
,
RST
,
Session Types
, and
Program Synthesis
Creator:
Friedman, Alex
Advisor:
Bohrer, Rose
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-11-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Data-Driven Optimization of Wire Arc Directed Energy Deposition Manufacturing Conditions for Improved Bead Shape Prediction
Keyword:
Design of Experiemnt
,
Feature Engineering
,
Regression
,
Predictive Modeling
,
Machine Learning
, and
Wire Arc DED
Creator:
Price, Stephen
Advisor:
Cote, Danielle
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
ReArch: A Reactive Approach to Application Architecture Supporting Side Effects
Keyword:
Software Architecture
,
Incremental Computation
,
State Management
,
Functional Programming
, and
Component-Based Software Engineering
Creator:
Conrad, Gregory
Advisor:
Heineman, George T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-13
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance
Keyword:
Relation Extraction
and
Graph Neural Network
Creator:
Zhang, Kai
Advisor:
Liu, Xiaozhong
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Accelerating Software Development Through Integrated Domain-Driven Program Synthesis
Creator:
Mercaldo, Nathanael
Advisor:
Heineman, George T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Using Autoencoder Feature Residuals to Improve Network Intrusion Detection
Creator:
Lewandowski, Brian
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Abstractions for Third-Party Extensibility of Educational Programming Environments
Keyword:
Third-Party Extensibility
,
APIs and Abstractions
,
Educational Programming Environment
, and
Software Engineering
Creator:
Paley, Trevor
Advisor:
Roberts, Charles Davis
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-21
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Epsilon Optimal Path Planning for Active Vision for Grasping
Creator:
Brown, Galen
Advisor:
Calli, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-02-09
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Using Visualization to Counteract Discounting
Keyword:
discounting
,
choice architecture
,
economics
,
money earlier or later
,
visualization
, and
intertemporal choice
Creator:
Cordone, Peter
Advisor:
Reichman, Daniel
and
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Homotopy Type Theory for Sewn Quilts
Keyword:
Programming Language
,
Quilts
, and
Homotopy Type Theory
Creator:
Clark, Charlotte
Advisor:
Bohrer, Rose
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Beyond Typosquatting: An In-depth Look at Package Confusability
Keyword:
cybersecurity
,
software security
,
software supply chain
,
typosquatting
, and
package confusion
Creator:
Neupane, Shradha
Advisor:
Walls, Robert Joseph
and
DeCarli, Lorenzo
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Calendar Visualizations of Money Earlier or Later Questions
Keyword:
visualizations
,
money earlier or later questions
,
calendar
, and
discounting
Creator:
Nachum, Yahel
Advisor:
Reichman, Daniel
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Help or Hinder? Evaluating Fairness Metrics and Algorithms in Visualization Systems for Consensus Ranking
Keyword:
Human-centered computing
,
Fairness
,
Empirical studies in visualization
, and
Visualization systems and tools
Creator:
Shrestha, Hilson
Advisor:
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Leveraging Android OS to Secure Diverse Devices in Residential Networks
Keyword:
Android Operating System
,
Opportunistic Middleboxes
,
Residential Networks
, and
Internet-of-Things (IoT)
Creator:
Liu, Shuwen
Advisor:
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Mitigating Temporal Memory Safety Errors in the Linux Kernel
Keyword:
Memory Safety
,
Security
,
Linux
,
Cybersecurity
,
Memory Allocator
, and
ARM
Creator:
Backer, Jake
Advisor:
Walls, Robert Joseph
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Memory Efficient Shadow Stacks for Real-Time Embedded Systems
Keyword:
Shadow Stacks
,
Real-Time Operating System
,
Cybersecurity
,
Embedded Device
, and
Memory Safety
Creator:
Smith, Avery
Advisor:
Criswell, John
and
Walls, Robert Joseph
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Programming Abstractions for GPU-Accelerated Agent-Based Simulations
Keyword:
Apiary
,
Abstraction
,
Agent
,
GPU
,
Simulation
, and
ABS
Creator:
Sostek, Bailey
Advisor:
Roberts, Charles Davis
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Neural Networks Models for Multi-Attribute Assessment of Fine Grained Wound Images
Creator:
Liu, Ziyang
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-05-04
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Towards Mental Workload Time Series Classification and Interpretation for Real-Time Feedback in Brain-Computer Interfacing Video Games
Keyword:
Functional Near-Infrared Spectroscopy (fNIRS)
,
Machine Learning on time series
,
Cognitive workload
,
User experience
, and
Brain-Computer Interfaces
Creator:
Mhalgi, Shreya Milind
Advisor:
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Frequent Pattern Mining Analytics
Creator:
Lin, Xika
Advisor:
Kong, Xiangnan
,
Rundensteiner, Elke A.
, and
Eltabakh, Mohamed Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Learning From Small Samples: A Machine Learning Model of Belief Polarization
Keyword:
Machine Learning
,
Resource-Rational Analysis
, and
Belief Polarization
Creator:
Kim, David
Advisor:
Reichman, Daniel
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
The Impact of Latency on Players in First-person Shooter Games
Creator:
Liu, Shengmei
Advisor:
Claypool, Mark L.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
MiseEnPlace : Fine- and Coarse-grained Approaches for Mobile-Oriented Deep Learning Inference
Keyword:
Mobile Deep Inference
,
Deep Learning
, and
Cloud Computing
Creator:
Ogden, Samuel
Advisor:
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-09-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Toward Improving Effectiveness of Crowdsourced, On-Demand Assistance From Authors in Online Learning Platforms
Keyword:
Crowdsourcing
,
On-demand assistance
, and
Online education
Creator:
Haim, Aaron
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Probablement, Likely, Wahrscheinlich? A Cross-Language Study of the Verbalization of Probabilities through Data Visualizations
Creator:
Rakotondravony, Noelle
Advisor:
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-06-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Big Time Series Analytics Using a Distributed Infrastructure
Keyword:
Distributed Infrastructures
,
Approximate Queries
,
Time Series Compound
,
Big Time Series Analytics
, and
Convergence Query
Creator:
Alghamdi, Noura
Advisor:
Rundensteiner, Elke A.
and
Eltabakh, Mohamed Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-07-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Compositional Embeddings and Their Applications in Speaker Diarization
Creator:
Li, Zeqian
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-07-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Effects of Digital Jury Moderation on the Polarization of Social Media Users
Keyword:
polarization
,
social media
,
democracy
,
digital citizenship
, and
content moderation
Creator:
Micek, Christopher
Advisor:
Solovey, Erin
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Defect Characterization and Classification for Metal Additive Manufacturing Process Optimization Using Machine Learning
Keyword:
porosity
,
additive manufacturing
,
machine learning
, and
pore classification
Creator:
Staszewska, Adrianna
Advisor:
Lados, Diana A.
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Visual Analytics for Smartphone Health Phenotyping
Keyword:
Interactive Visual Analysis
,
mHealth
,
Smartphone Phenotyping
, and
Visual Analytics
Creator:
Mansoor, Hamid
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
The Learning and Communication Complexity of Subsequence Containment
Creator:
DiCicco, Mason
Advisor:
Reichman, Daniel
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Leveraging Auxiliary Data from Similar Problems to Improve Automatic Open Response Scoring
Creator:
Rivera-Bergollo, Raysa
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Improving Automated Assessment for Student Open-responses in Mathematics
Keyword:
Automated assessment, Mathematics
,
Open-responses
,
Machine Learning
,
Online Learning Platforms
, and
Natural Language Processing
Creator:
Baral, Sami
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Modern Computer Science Approaches in Biology: From Predicting Molecular Functions to Modeling Protein Structure
Creator:
Narykov, Oleksandr
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Evaluating SGX’s Remote Attestation Security Through the Analysis of Copland Phrases
Creator:
Veloz Baez, Freddy
Advisor:
Dougherty, Daniel J.
and
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Human-In-The-Loop Person Re-Id for Sensitive Datasets
Creator:
Stelea, Vlad
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Searching for Contextual Subtasks for Semantic Segmentation
Keyword:
Computer Vision
,
Deep Learning
, and
Semantic Segmentation
Creator:
McLaughlin, Connor
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
ClinicalICDBERT: Predicting Re-Admission Risk from Clinical Notes, Vital Signs and ICD Codes using BERT Models
Keyword:
hospital readmissions
,
ICD codes
,
clinical notes
,
vital signs
,
ClinicalBERT
, and
BERT
Creator:
Adamjee, Merzia Naeem
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Artistic Reflection Through Co-Creative Support Tool Curation
Creator:
Ribaudo, Daniel
Advisor:
Smith, Gillian Margaret
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Residential Network Security: Using Software-defined Networking to Inspect and Label Traffic
Keyword:
Cybersecurity
and
Residential Network Security
Creator:
Liu, Yu
Advisor:
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-15
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Redesigning Deep Neural Networks for Resource-Efficient Inference
Keyword:
Deep Learning
,
Neural Network
,
Efficient Inference
, and
Mobile Inference
Creator:
Dai, Xin
Advisor:
Guo, Tian
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-01-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Understanding Internal Feature Development in Deep Convolutional Neural Networks for Time Series
Keyword:
Feature extraction
,
Human Sleep
,
Interpretable Deep learning
,
Feature Visualization
, and
Learning representations
Creator:
Paisarnsrisomsuk, Sarun
Advisor:
Ruiz, Carolina
and
Alvarez, Sergio A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Automatic Emotion Detection in Text Messages using Supervised Learning
Creator:
Hasan, Maryam
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning
Keyword:
mental heath screening
,
deep learning
,
audio
,
machine learning
, and
voice
Creator:
Toto, Ermal
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
HDR-Like Image Generation to Mitigate Adverse Wound Illumination Using Deep Bi-directional Retinex and Exposure Fusion
Keyword:
HDR image
,
medical image analysis
,
image enhancement
,
deep learning
, and
wound assessment
Creator:
Hou, Songlin
Advisor:
Agu, Emmanuel O.
and
Lindsay, Clifford
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-19
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Making Sense of Human-generated Spatial-temporal Data from Urban Environment
Keyword:
human behavior analysis
,
spatial-temporal data
,
imitation learning
,
smart cities
,
explainable artificial intelligence
, and
data mining
Creator:
Pan, Menghai
Advisor:
Li, Yanhua
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Rethink Lighting Estimation for 3D Vision-enabled Mobile Augmented Reality
Keyword:
Augmented Reality
,
Lighting Estimation
, and
Mobile System
Creator:
Zhao, Yiqin
Advisor:
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Detecting Evasive Multiprocess Ransomware
Keyword:
ransomware
Creator:
LaPointe, Ryan R.
Advisor:
DeCarli, Lorenzo
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-29
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Speech-based Traumatic Brain Injury (TBI) Assessment using Deep Learning Methods with Limited Labeled Data
Creator:
Ditthapron, Apiwat
Advisor:
Lammert, Adam
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Text Representations of Math Tutorial Videos for Clustering, Retrieval, and Learning Gain Prediction
Keyword:
Crowdsourcing
,
Open educational resources (OER)
, and
Information Retrieval
Creator:
Liamthong, Pichayut
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Examining Student Effort on Hint through Response Time Decomposition
Keyword:
Computer Aided Learning Platforms
,
Learning Analytics
,
Response Time Decomposition
, and
Measuring Effort
Creator:
Gurung, Ashish
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Improvement on Hint and Explanation Crowdsourcing Method for an Online Learning Platform
Keyword:
crowdsourcing
,
online learning platform
, and
randomized controlled trial
Creator:
Patikorn, Thanaporn
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Protecting Model Confidentiality for Machine Learning as a Service
Keyword:
Machine Learning
,
Security
,
Model Extraction
, and
Trusted Execution Environment
Creator:
Truong, Jean-Baptiste
Advisor:
Walls, Robert Joseph
and
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Aloja: Breaking IoT Software Homogeneity with Protocol Mutations
Creator:
Ren, Tongwei
Advisor:
DeCarli, Lorenzo
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Disrupting Attacker Value Propositions in Residential Networks
Keyword:
home router
,
residential proxy
,
remote access
, and
residential network
Creator:
Turcotte, Joseph A.
Advisor:
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Concurrent Deep Learning Workloads on NVIDIA GPUs
Keyword:
GPGPU
and
Concurrency
Creator:
Gilman, Guinevere R.
Advisor:
Walls, Robert Joseph
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Applying Reinforcement Learning Based Tutor Strategy Recommendation Service To The ASSISTments
Creator:
Dai, Zekun
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Improving Feedback Recommendation in Intelligent Tutoring Systems using NLP
Creator:
Benachamardi, Priyanka
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Learning Deep Social Interactions to Identify Positive Classroom Climate
Creator:
Gardias, Przemyslaw M.
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Behavior Detectors to Support Feedback Generation using Problem-Solving Action Data
Keyword:
lstm
,
nlp
,
behavior detection
,
time series
, and
feedback
Creator:
Alphonsus, Aaron G.
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
PEGASUS: Powerful, Expressive, Graphical Analyzer for the Single-Use Server
Keyword:
HCI
,
Data Visualization
,
Web Development
, and
Cybersecurity
Creator:
Puentes, Matthew A.
Advisor:
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Appjudicator: Enhancing Android Network Analysis through UI Monitoring
Keyword:
Android
and
Software-defined networking
Creator:
Petitti, Joseph P.
Advisor:
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Smartphone TBI Sensing using Deep Embedded Clustering and Extreme Boosted Outlier Detection
Creator:
Srikanthan, Srinarayan
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Predicting TBI by using Smartphone-sensed mobility patterns, gait and balance
Keyword:
Mobile Health
,
Traumatic Brain Injury (TBI)
, and
Machine Learning
Creator:
Patel, Bhoomi Kalpesh
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
MIC-TOK: A Musical Live Coding Environment for Constrained Input
Creator:
Inekwe, Trusting O.
Advisor:
Smith, Gillian Margaret
and
Roberts, Charles Davis
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Traumatic Brain Injury (TBI) detection and bioscore generation for ailment monitoring using smartphone sensor data
Creator:
Asani, Florina
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
The Effects of Latency and Game Device on Moving Target Selection
Creator:
Kundu, Aritra
Advisor:
Claypool, Mark L.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-06-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Application of Function Matching Techniques to Determine Libraries in Embedded Firmware
Creator:
Perera, Heshan A.
Advisor:
DeCarli, Lorenzo
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Decoding Cognitive States from fNIRS Neuroimaging Data Using Machine Learning
Keyword:
mind-wandering
,
machine learning
,
Echo State Network
,
cognitive load
,
rule learning
, and
functional near-infrared spectroscopy
Creator:
Liu, Ruixue
Advisor:
Solovey, Erin
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
SIFT: A Deep Network for Irregularly-Sampled Multivariate Time Series
Keyword:
deep learning
and
time series
Creator:
Perucic, Aleksa
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
The Influence of Automated Narrative Feedback on Student-Designed Gamified Research
Creator:
Mahajan, Shruti P.
Advisor:
Smith, Gillian Margaret
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Developing Automated Audio Assessment Tools for a Chinese Language Course
Keyword:
Audio Data
,
Natural Language Processing
,
Machine Learning
,
Automated Grading
, and
Deep Learning
Creator:
Varatharaj, Ashvini
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Attention-based Deep Learning Models for Text Classification and their Interpretability
Creator:
Sen, Cansu
Advisor:
Rundensteiner, Elke A.
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Ranking for Decision Making: Fairness and Usability
Keyword:
fairness
,
interactive ranking
, and
ranking
Creator:
Kuhlman, Caitlin A.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Contextual Outlier Detection from Heterogeneous Data Sources
Keyword:
Scalable
,
Outlier Detection
,
Context
,
Heterogeneous Data Sources
, and
End-to-end System
Creator:
Yan, Yizhou
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Development of a Data-Grounded Theory of Program Design in HTDP
Keyword:
Program design
,
Human-centered computing
,
Cognition
,
Planning
,
Computing education
, and
Functional programming
Creator:
Castro, Francisco Enrique Vi G.
Advisor:
Fisler, Kathryn
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Single-Use Servers: A Generalized Design for Eliminating the Confused Deputy Problem in Networked Services
Keyword:
user isolation
,
containerization
,
confused deputy
,
network security
, and
privilege escalation
Creator:
Lanson, Julian P.
Advisor:
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Live Performance and Emotional Analysis of MathSpring Intelligent Tutor System Students
Keyword:
Facial Expression Predictor
,
Facial Expression
,
Emotion Analysis
,
MathSpring
, and
Live Dashboard
Creator:
Gupta, Ankit
Advisor:
Whitehill, Jacob Richard
and
Arroyo, Ivon
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Unsupervised Semantic Segmentation through Cross-Instance Representation Similarity
Keyword:
neural networks
Creator:
Bishop, Griffin R.
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-13
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Towards Better Kernel and Network Monitoring of Software Actions
Keyword:
Containerization
,
Security monitoring
, and
Software-defined networking
Creator:
Lei, Yunsen
Advisor:
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Improving Model Performance with Robust PCA
Keyword:
Robust PCA
,
Projectors
,
Cyber Security
,
PCA
,
Feature Engineering
, and
Machine Learning
Creator:
Bennett, Marissa A.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
The effect of prompted self-revision on student performance in the context of open-ended problems using Randomized Control Trials
Keyword:
student learning
Creator:
Vinayakumar, Meghana Kasal
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Alloy-Guided Verification of Cooperative Autonomous Driving Behavior
Keyword:
Formal verification
,
Alloy
,
Formal modeling
, and
Cooperative autonomous driving (CAD)
Creator:
VanValkenburg, MaryAnn E.
Advisor:
Dougherty, Daniel J.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Detecting Various Types of Malicious Users at One Sitting in Online Social Networks
Keyword:
social media
,
detection
,
malicious users
,
online social network
, and
twitter
Creator:
Mou, Guanyi
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-06-13
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Time Series Data Analytics
Keyword:
similarity search
,
correlation measure
,
dynamic time warping
,
time series data
, and
lp-norm distances
Creator:
Ahsan, Ramoza
Advisor:
Sarkozy, Gabor N
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Deep Learning Approach to Trespass Detection using Video Surveillance Data
Keyword:
survillance data
,
deep learning
,
computer vision
,
deep convolutional neural networks
,
trespassing detection
, and
background subtraction
Creator:
Bashir, Muzammil
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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