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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
Pointwise and Instance Segmentation for 3D Point Cloud
Keyword:
3D deep learning
and
point cloud
Creator:
Gujar, Sanket
Advisor:
Gennert, Michael A.
and
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Training Noise-Robust Spoken Phrase Detectors with Scarce and Private Data: An Application to Classroom Observation Videos
Keyword:
classroom observation
,
automated feedback
,
speech recognition
, and
multitask learning
Creator:
Zylich, Brian Matthew
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Using Smart Scheduling to Reduce the Negative Impacts of Instrumentation-based Defenses on Embedded Systems
Keyword:
scheduling
,
instrumentation-based defense
,
security
, and
embedded systems
Creator:
Le Baron, Thomas
Advisor:
Walls, Robert Joseph
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Boosting Gene Expression Clustering with System-Wide Biological Information and Deep Learning
Keyword:
community detection
,
biological network
,
robust autoencoder
,
deep learning
, and
gene expression clustering
Creator:
Cui, Hongzhu
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Improving Math Learning With Embodied Game- Based Mobile and Wearable Technologies
Keyword:
Educational Games
,
Mobile Learning Technologies
,
Embodied Technology
,
Embodied Cognition
, and
Mathematics Education
Creator:
Agbaji, Unekwuojo Esther
Advisor:
Arroyo, Ivon
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Quantifying, Modeling and Managing How People Interact with Visualizations on the Web
Keyword:
human-computer interaction
and
data visualization
Creator:
Feng, Mi
Advisor:
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Sequential Data Mining and its Applications to Pharmacovigilance
Keyword:
data mining
,
information management
,
pharmacovigilance
, and
sequential data
Creator:
Qin, Xiao
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Robot-Enhanced ABA Therapy: Exploring Emerging Artificial Intelligence Embedded Systems in Socially Assistive Robots for the Treatment of Autism
Keyword:
Socially Assistive Robots
,
Autism Spectrum Disorder
,
Robot-enhanced Framework
,
Embedded Systems
,
Deep Learning
, and
Applied Behavior Analysis
Creator:
Calle Ortiz, Eduardo R
Advisor:
Fischer, Gregory S.
and
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-08-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Deep Learning on Graph-structured Data
Keyword:
graph attention
,
functional brain network analysis
,
network representation learning
,
deep learning
, and
graphs
Creator:
Lee, John Boaz T
Advisor:
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-11-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Secure Key Agreement for Wearable Medical Devices
Keyword:
Body Area Network Security
,
WBAN
,
Bio-cryptography
,
Physiological signals
, and
Symmetric key agreement
Creator:
Kasparek, Alexander J.
Advisor:
Shue, Craig A.
and
Venkatasubramanian, Krishna Kumar
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-12-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Augmenting Network Flows with User Interface Context to Inform Access Control Decisions
Keyword:
Intrusion Detection System
,
Dynamic Whitelists
, and
Cybersecurity
Creator:
Chuluundorj, Zorigtbaatar
Advisor:
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-12-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Reusable Annotations for Matching of Event Sequences to Construct Firewall Policies
Creator:
Flores-Huerta, Heric
Advisor:
Harrison, Lane T.
and
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-12-13
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
How's My Network - Incentives and Impediments of Home Network Measurements
Creator:
Ritacco, Alan W
Advisor:
Wills, Craig E.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-12-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Anomaly Handling in Visual Analytics
Keyword:
anomaly outlier visualization visual analytics
Creator:
Nguyen, Quyen Do
Advisor:
Ward, Matthew O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2007-12-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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