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Filtering by: Unit (Department) Data Science Remove constraint Unit (Department): Data Science Collections Masters Theses Remove constraint Collections: Masters Theses Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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Oracle Embeddings for Chemical Data Generation

Keyword:

Generative Adversarial Network, Autoencoder, Mass Spectrometry, Neural Network, and Data Generation

Creator:

Dunham, Catherine

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-08-06

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
FSL-LFMG: Few-shot Learning with Augmented Latent Features and Multitasking Generation for Enhancing Multiclass Classification on Tabular Data: Existing and New Concepts

Keyword:

Deep Learning, Machine Learning, Autoencoders, New Concept Learning, Multiclass Classification, and Few-shot Learning

Creator:

Nur, Aviv

Advisor:

Bardeli, Rolf and Ngan, Chun-Kit

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-08-09

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder

Keyword:

multi-task learning, sequential modeling, multivariate time series, self-attention, and digital health

Creator:

Shrestha, Avantika

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-03-22

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Multi-View Contrastive Learning for Sequential Recommendation

Keyword:

collaborative learning and Sequential recommendation

Creator:

Zhou, Xiaofan

Advisor:

Lee, Kyumin

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-03-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
LOOL: Flexible & Robust Estimator of Heterogeneous Treatment Effects

Keyword:

heterogenous treatment effect, machine learning, potential outcomes, and causal inference

Creator:

Pham, Duy

Advisor:

Sales, Adam

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-04-02

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
The Findings and Developed Tools from the Exploration of Procedural Pathways to Bolster Algebraic Knowledge

Keyword:

network analysis, gamification, exploratory play, graph theory, dashboard, and data visualization

Creator:

Pradhan, Siddhartha

Advisor:

Ottmar, Erin R.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-04-08

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Agree to Disagree: Robust Anomaly Detection with Noisy Labels

Keyword:

Noisy Labels, Anomaly Detection, and Deep Learning

Creator:

Hofmann, Dennis

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-04-24

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering

Keyword:

Deep Learning, GAN, Optimization, and Gradient Descent-Ascent

Creator:

DeOliveira, Joshua

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-04-26

Resource Type:

Thesis

Degree:

MS

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
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

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Amadeo, Lily1
Barger, Maria1
Beach, David J.1
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Agu, Emmanuel O.4
Bardeli, Rolf1
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Bardeli, Rolf1
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Emdad, Fatemeh1
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Unit (Department)

Data Science[remove]54

Publisher

Worcester Polytechnic Institute[remove]54

UN SDG

4 - Quality Education1
9 - Industry, Innovation and Infrastructure1
10 - Reducing Inequality1
11 - Sustainable Cities and Communities1
12 - Responsible Consumption and Production1
13 - Climate Action1
14 - Life Below Water1
15 - Life On Land1
16 - Peace, Justice, and Strong Institutions1
17 - Partnerships for the Goals1
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Resource type

Thesis54

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https://creativecommons.org/licenses/by-nc/4.0/2

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