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Filtering by: Contributor Li, Yanhua Remove constraint Contributor: Li, Yanhua Collections PhD Dissertations Remove constraint Collections: PhD Dissertations

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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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PhD Dissertations[remove]14

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Creator

Bahadur, Nitish1
Cai, Hang1
Lee, John Boaz T1
Lewandowski, Brian1
Liu, Haitao1
more Creators »

Advisor

Huang, Xinming1
Kong, Xiangnan1
Li, Yanhua5
Liang, Jianyu1
Paffenroth, Randy Clinton5
more Advisors »

Contributor

Eltabakh, Mohamed Y.2
Huang, Xinming1
Kong, Xiangnan4
Kotz, David1
Lee, Kyumin1
more Contributors »

Unit (Department)

Computer Science4
Data Science7
Electrical & Computer Engineering1
Mechanical Engineering1

Publisher

Worcester Polytechnic Institute14

Resource type

Dissertation14

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