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Filtering by: Committee Paffenroth, Randy Remove constraint Committee: Paffenroth, Randy Resource type Dissertation Remove constraint Resource type: Dissertation

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Robust Generative Models for Deep Learning and Applications

Creator:

Karkare, Rasika

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-16

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Distributed Statistical Learning under Communication Constraints

Keyword:

Distributed learning, coordinate descent, Parameter Estimation, Convex Optimization, sufficient statistics, and MVUE

Creator:

El Gamal, Mostafa

Advisor:

Lai, Lifeng

Publisher:

Worcester Polytechnic Institute

Date Created:

2017-06-21

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Strategies and Structures for Biological Datasets Integration and Knowledge Discovery

Keyword:

Single-cell RNA Sequencing, Data Integration, CCA, Network Analysis, Biology, and Feature Engineering

Creator:

Teeple, Erin

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-07-25

Resource Type:

Dissertation

Degree:

PhD

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
Passive Brain-Computer Interfaces for Non-Medical Applications

Keyword:

brain-computer interface, education data mining, and non-invasive neuorimaging

Creator:

Howell-Munson, Alicia

Advisor:

Solovey, Erin

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-27

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Bioinformatics & Computational Biology
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
Eye Tracking and Wellness: The Quest for Unobtrusive Biomarkers for Designing Smart Neuro Information Systems

Keyword:

User-Centered Design, Chronic Pain, Eye-Tracking, NeuroIS, Information Systems, and Machine Learning

Creator:

Norouzi Nia, Javad

Advisor:

Djamasbi, Soussan

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-09

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Business Administration
Biological Discovery via Data Science: Multigranular Artificial Intelligence Approaches for Cells, Cerebra and Cruise Ships

Keyword:

Bioinformatics, Single-cell Transcriptomics, Artificial Intelligence, Data Science, Infectious Disease Epidemiology, and Neuropsychiatry

Creator:

Srinivasan, Suhas

Advisor:

Korkin, Dmitry

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-03-01

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
Analytics for Refugee Resettlement

Keyword:

Refugees, Integer Programming, Decision Support Systems, Humanitarian, Machin Learning, and Operation Research

Creator:

Ahani, Narges

Advisor:

Trapp, Andrew C

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-05-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science

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PhD Dissertations31

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Ahani, Narges1
Bahadur, Nitish1
El Gamal, Mostafa1
Ferreira, Paulo Victor Rodrigues1
Ghasemi, Ahmad1
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Apelian, Diran1
Brown, Donald R.1
Capogna, Luca1
Citti, Giovanna1
Djamasbi, Soussan2
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Alkhateeb, Ahmed1
Anderson, Kevin1
Apelian, Diran1
Bidigare, Patrick1
Bilen, Sven1
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Bioinformatics & Computational Biology1
Business Administration1
Computer Science3
Data Science17
Electrical & Computer Engineering3
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Worcester Polytechnic Institute31

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