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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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387
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