Skip to Content
Toggle navigation
Accueil
Browse
Browse by Collection
Browse by Project Center
Browse Exhibits
About
About Us
Help
S'identifier
Explore, Discover, Share
Aller
Advanced search
Recherche
Effacer les filtres
Filtrage par:
Unit (Department)
Data Science
Supprimer la restriction Unit (Department): Data Science
Year
2023
Supprimer la restriction Year: 2023
« Précédente |
1
-
10
sur
17
|
Suivante »
Trier par relevance
relevance
date uploaded ▼
date uploaded ▲
date modified ▼
date modified ▲
Nombre de résultats à afficher par page
10 par page
10
par page
20
par page
50
par page
100
par page
Affichage:
Liste
Galerie
Mosaïque
Diaporama
Résultats de recherche
A Level-Set Approach for Solving Nonlinear Integer Optimization Problems
Mot-clé:
Mathematical Programming
,
Optimization
,
Level-set
,
Value Function
,
Data Structures
, and
Polynomial
Créateur:
Killea, Ryan
Advisor:
Trapp, Andrew C
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-07-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Mot-clé:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
Créateur:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Multi-modal Models for Depression Screening
Mot-clé:
Transfer learning
,
Sequential modeling for mental health screen
,
Multivariate time series
,
Deep learning
,
Multi-task learning
, and
Digital health
Créateur:
Flores, Ricardo
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-10-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Intelligent and Resilient Radio Resource Allocation for 5G and Beyond Wireless Communications
Mot-clé:
Deep Reinforcement Learning
,
Robust PCA
,
mmWave Communications
,
Graph Neural Networks
, and
Wireless Communications
Créateur:
Ghasemi, Ahmad
Advisor:
Zekavat, Seyed A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-06-24
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Data Driven University Capacity Analysis via Mathematical Optimization
Mot-clé:
Multi Objective Optimization
,
Integer Optimization
, and
Academic Scheduling
Créateur:
Aygul, Ozge
Advisor:
Trapp, Andrew C
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-06-29
Resource Type:
Dissertation
Degree:
MS
Unit (Department):
Data Science
Strategies and Structures for Biological Datasets Integration and Knowledge Discovery
Mot-clé:
Single-cell RNA Sequencing
,
Data Integration
,
CCA
,
Network Analysis
,
Biology
, and
Feature Engineering
Créateur:
Teeple, Erin
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-07-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Mot-clé:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
Créateur:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems
Mot-clé:
Iterative
,
Neural Network
,
Recurrent Neural Network
,
Machine Learning
,
Sparse
, and
Sparsity
Créateur:
Hershey, Quincy
Advisor:
Paffenroth, Randy Clinton
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Integrating Personalized Learning into Online Education through Content Aggregation, Data Mining, and Reinforcement Learning
Créateur:
Prihar, Ethan
Advisor:
Heffernan, Neil
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-03-30
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Knowledge Amalgamation from Heterogeneous Pre-Trained Models
Mot-clé:
Pre-Trained Models
,
Deep Learning
, and
Knowledge Amalgamation
Créateur:
Thadajarassiri, Jidapa
Advisor:
Kong, Xiangnan
and
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
« Précédente
Suivante »
1
2
Toggle facets
Limiter votre recherche
Collections
PhD Dissertations
12
Masters Theses
5
Year
2023
[remove]
17
Créateur
Alajaji, Abdulaziz
1
Aygul, Ozge
1
Davis, Russell
1
Diamond, N'yoma
1
Dimas, Geri
1
plus
Créateurs
»
Advisor
Agu, Emmanuel O.
2
Eltabakh, Mohamed Y.
1
Harrison, Lane T.
1
Heffernan, Neil
1
Kong, Xiangnan
1
plus
Advisors
»
Contributor
Agu, Emmanuel O.
2
Alkhateeb, Ahmed
1
Eltabakh, Mohamed Y.
1
Harrison, Lane T.
1
Heffernan, Neil
1
plus
Contributors
»
Unit (Department)
Data Science
[remove]
17
Éditeur
Worcester Polytechnic Institute
17
Type de ressource
Dissertation
12
Thesis
5
License
https://creativecommons.org/licenses/by/4.0/
2