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41.
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
42.
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
43.
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
44.
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
45.
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
46.
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
47.
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
48.
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
49.
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
50.
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
51.
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
52.
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
53.
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
54.
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
55.
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
56.
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
57.
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
58.
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
59.
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
60.
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
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387
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