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Paffenroth, Randy
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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
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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