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Li, Yanhua
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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
Oracle Embeddings for Chemical Data Generation
Keyword:
Generative Adversarial Network
,
Autoencoder
,
Mass Spectrometry
,
Neural Network
, and
Data Generation
Creator:
Dunham, Catherine
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-08-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data 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
LEVERAGING MULTI-TASK LEARNING GRAPH NEURAL NETWORKS FOR IMPROVING FRAUD DETECTION
Keyword:
Graph Neural Network
,
Node Classification
,
Link Prediction
, and
Link Classification
Creator:
Ganguly, Sirshendu
Advisor:
Murai, Fabricio
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Human Behavior Analysis via Generative Adversarial Imitation Learning
Creator:
Zhang, Xin
Advisor:
Li, Yanhua
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
A Food Network: A Graphical Exploration of Food Recipes
Creator:
Carr, William
Advisor:
Li, Yanhua
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Ensemble CNNs in Transform Domains for Small Data Image Super-resolution
Keyword:
sparse domain
,
image super-resolution
,
ensemble
, and
neural network
Creator:
Liu, Yingnan
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Entity Identification Based on Human Mobility Data
Keyword:
Spatio-temporal Data Ming
,
Urban Computing
, and
Entity Identification
Creator:
Ren, Huimin
Advisor:
Li, Yanhua
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-11-29
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Spatial-Temporal Generative Adversarial Learning
Keyword:
Urban Computing
,
Spatial-Temporal Data Mining
,
Generative Adversarial Networks
,
Imitation Learning
,
Human Behavior Analysis
, and
Meta Learning
Creator:
Zhang, Yingxue
Advisor:
Li, Yanhua
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data 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
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Worcester Polytechnic Institute
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https://creativecommons.org/licenses/by-nc/4.0/
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https://creativecommons.org/licenses/by/4.0/
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