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Li, Yanhua
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Dissertation
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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
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
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
Complex Sequential Modeling
Keyword:
recurrent neural network
,
human behavior learning
, and
sequential modeling
Creator:
Wu, Guojun
Advisor:
Li, Yanhua
and
Zhang, Ziming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-11-29
Resource Type:
Dissertation
Degree:
PhD
2D Representation Learning of 3D Point Clouds in Segmentation and Localization for Autonomous Driving
Keyword:
Localization
,
Representation Learning
,
Segmentation
,
Autonomous Driving
, and
LiDAR
Creator:
Lyu, Yecheng
Advisor:
Zhang, Ziming
and
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Dimension Estimation and Application in Finance
Creator:
Bahadur, Nitish
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Developing Machine Learning Models to Predict Influence of Heat Treatments on the Tensile Properties of Ti6Al4V Parts Prepared by Selective Laser Melting
Keyword:
Ti6Al4V
,
Mechanical Properties
,
Artificial Neural Network
,
Heat Treatment
,
Machine Learning
, and
Selective Laser Melting
Creator:
Yang, Zhaotong
Advisor:
Liang, Jianyu
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mechanical Engineering
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
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Lee, John Boaz T
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