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Filtering by: Contributor Zou, Jian Remove constraint Contributor: Zou, Jian Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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Facilitating Scientific Material Discovery via Deep Learning on Small Image Datasets

Creator:

Yin, Biao

Advisor:

Zhang, Ziming and Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-04-22

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Novel Statistical Methods for Aggregating Correlated and Missing Data with Applications to Chronic Disease Research

Keyword:

correlation-robustness, missing data, Fisher's method, global hypothesis test, and p-value combination

Creator:

Chen, Xiaohui

Advisor:

Wu, Zheyang

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-08-10

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Knowledge Amalgamation from Heterogeneous Pre-Trained Models

Keyword:

Pre-Trained Models, Deep Learning, and Knowledge Amalgamation

Creator:

Thadajarassiri, Jidapa

Advisor:

Kong, Xiangnan and Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-18

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Scalable Similarity Search over Big Data Series

Keyword:

Data Series, Scalable Indexing, Approximate Similarity Search, Big data series, and Query optimization

Creator:

Zhang, Liang

Advisor:

Rundensteiner, Elke A. and Eltabakh, Mohamed Y.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-22

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
Essays in Mixed-Integer Nonlinear Optimization for Matching Applications

Keyword:

Many-to-One Matching and Integer Optimization

Creator:

Wiratchotisatian, Pitchaya

Advisor:

Trapp, Andrew C

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-08-10

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Optimal Ensembles for Deep Learning: Theory and Practice

Keyword:

Deep Learning, Theory, Diversity, Application, Ensemble Learning, and Training Algorithm

Creator:

Li, Wenjing

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Patterns Detection on Multivariate High-Frequency Time Series

Keyword:

time series, graphical model, kernel method, biclustering, anomaly detection, and mutual information

Creator:

Liu, Haitao

Advisor:

Paffenroth, Randy Clinton and Zou, Jian

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-08-09

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Bayesian Small Area Analyses of the Unrelated Question Design with Multiple Sensitive Questions

Keyword:

Markov chain Monte Carlo methods., Data masking, Hierarchical Bayesian model, Latent variables, Elicitation, Integrated nested normal approximation, Blocked Gibbs sampler, and Logistic regression

Creator:

Yu, Yuan

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-04-24

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Deployment of Autonomous Electric Taxis with Consideration for Charging Stations

Keyword:

Taxi Dispatch and Rebalancing, MATSim, Charging Assignments, Autonomous Electric Taxi Fleet, and Online Optimization Model

Creator:

Manickavasagam, Sounthar

Advisor:

Trapp, Andrew C

Publisher:

Worcester Polytechnic Institute

Date Created:

2017-05-30

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science

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PhD Dissertations11
Masters Theses2

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Creator

Bahadur, Nitish1
Chen, Xiaohui1
Jiang, Dongchen1
Li, Wenjing1
Liu, Haitao1
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Eltabakh, Mohamed Y.1
Kong, Xiangnan1
Nandram, Balgobin3
Paffenroth, Randy Clinton3
Rundensteiner, Elke A.3
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Contributor

Choi, Jai Won3
Eltabakh, Mohamed Y.1
Haughton, Dominique1
Higgins, Huong N.1
Huong, Higgins1
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Unit (Department)

Data Science7
Mathematical Sciences6

Publisher

Worcester Polytechnic Institute[remove]13

Resource type

Dissertation11
Thesis2

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