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Filtering by: Committee Li, Yanhua Remove constraint Committee: Li, Yanhua Unit (Department) Data Science Remove constraint Unit (Department): Data Science

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Mining Spatio-Temporal Reachable Regions over Massive Trajectory Data

Keyword:

reachability query, spatio-temporal data management, and trajectory query

Creator:

Ding, Yichen

Advisor:

Li, Yanhua

Publisher:

Worcester Polytechnic Institute

Date Created:

2017-04-15

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data 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
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
Competitive Opinion Maximization in Social Networks

Keyword:

Influence maximization and Opinion Maximization

Creator:

Luo, Jianjun

Advisor:

Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-08-12

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Constraint-Aware Meta-Learning, with Applications to Traffic Flow Prediction

Keyword:

Constraint-Aware, Meta-Learning, Traffic, Cellular Automata, and MAML

Creator:

Filardi, Vincent

Advisor:

Mangoubi, Oren Rami

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-05-06

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
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
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

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PhD Dissertations7
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Creator

Bahadur, Nitish1
Carr, William1
Ding, Yichen1
Filardi, Vincent1
Ganguly, Sirshendu1
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Kong, Xiangnan1
Li, Yanhua5
Mangoubi, Oren Rami1
Murai, Fabricio1
Paffenroth, Randy Clinton4
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Eltabakh, Mohamed Y.1
Kong, Xiangnan5
Lee, Kyumin1
Li, Yanhua12
Mangoubi, Oren Rami2
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Unit (Department)

Data Science[remove]12

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Worcester Polytechnic Institute12

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Not Specified1

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Dissertation7
Thesis5

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