Skip to Content
Toggle navigation
Home
Browse
Browse by Collection
Browse by Project Center
Browse Exhibits
About
About Us
Help
Login
Explore, Discover, Share
Search
Advanced search
Search Constraints
Start Over
Filtering by:
Unit (Department)
Data Science
Remove constraint Unit (Department): Data Science
« Previous |
1
-
10
of
83
|
Next »
Sort by date modified ▼
relevance
date uploaded ▼
date uploaded ▲
date modified ▼
date modified ▲
Number of results to display per page
10 per page
10
per page
20
per page
50
per page
100
per page
View results as:
List
Gallery
Masonry
Slideshow
Search Results
Utilizing Unimodal and Multimodal Deep Transfer Learning to Classify Mobile Speech Recordings with Mental Health Labels
Keyword:
natural language processing
,
audio classification
,
transfer learning
,
mobile health
,
anxiety screening
, and
depression screening
Creator:
Hernandez-Reisch, Miranda
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems
Keyword:
Iterative
,
Neural Network
,
Recurrent Neural Network
,
Machine Learning
,
Sparse
, and
Sparsity
Creator:
Hershey, Quincy
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Data Science for Improving Operations in Organizations that Serve Vulnerable Populations
Keyword:
Government and Nongovernment Agencies
,
Applied Analytics
,
Data Science
,
Immigration
,
Data Science for Social Good
, and
Anti-human Trafficking
Creator:
Dimas, Geri
Advisor:
Trapp, Andrew C
and
Konrad, Renata
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Towards an End-to-End Training Data Management System for Machine Learning Models
Keyword:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
Creator:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts
Keyword:
Human context recognition
,
Ubiquitous computing
,
Domain adaptation
, and
Adversarial machine learning
Creator:
Alajaji, Abdulaziz
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-26
Resource Type:
Dissertation
Degree:
PhD
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
Intelligent and Resilient Radio Resource Allocation for 5G and Beyond Wireless Communications
Keyword:
Deep Reinforcement Learning
,
Robust PCA
,
mmWave Communications
,
Graph Neural Networks
, and
Wireless Communications
Creator:
Ghasemi, Ahmad
Advisor:
Zekavat, Seyed A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-06-24
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Predicting MXene Properties via Machine Learning
Keyword:
12 - Responsible Consumption and Production
,
7 - Affordable and Clean Energy
,
11 - Sustainable Cities and Communities
,
9 - Industry, Onnovation, and Infrastructure
, and
13 - Climate Action
Creator:
Vertina, Eric
Advisor:
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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
A Level-Set Approach for Solving Nonlinear Integer Optimization Problems
Keyword:
Mathematical Programming
,
Optimization
,
Level-set
,
Value Function
,
Data Structures
, and
Polynomial
Creator:
Killea, Ryan
Advisor:
Trapp, Andrew C
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-07-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
« Previous
Next »
1
2
3
4
5
…
8
9
Toggle facets
Limit your search
Collections
Masters Theses
46
PhD Dissertations
36
Masters Reports
1
Year
Year range begin
–
Year range end
Current results range from
2015
to
2023
View distribution
Creator
Ahani, Narges
1
Alajaji, Abdulaziz
1
Amadeo, Lily
1
Aygul, Ozge
1
Bahadur, Nitish
1
more
Creators
»
Advisor
Agu, Emmanuel O.
6
Cote, Danielle
1
Djamasbi, Soussan
1
Eltabakh, Mohamed Y.
3
Emdad, Fatemeh
1
more
Advisors
»
Contributor
Agu, Emmanuel O.
6
Alkhateeb, Ahmed
1
Cote, Danielle
1
Dixon-Gordon, Katherine
1
Djamasbi, Soussan
1
more
Contributors
»
Unit (Department)
Data Science
[remove]
83
Publisher
Worcester Polytechnic Institute
83
UN SDG
Not Specified
2
Resource type
Thesis
46
Dissertation
36
Report
1
License
https://creativecommons.org/licenses/by/4.0/
5
https://creativecommons.org/licenses/by-nc/4.0/
3