Index Catalog // Digital WPI

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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: 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:: Computer Science

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