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Filtering by: Orcid https://orcid.org/0000-0003-4098-3526 Unit (Department) Data Science License https://creativecommons.org/licenses/by/4.0/

Integrating Personalized Learning into Online Education through Content Aggregation, Data Mining, and Reinforcement Learning

Creator:

Prihar, Ethan

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-03-30

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Evaluation of Repeated Colonel Blotto Games with Semi-Bandit Feedback

Keyword:

Resource Allocation, Graph Theory, Online Learning, Semi-Bandits, Game Theory, and Path Planning

Creator:

Diamond, N'yoma

Advisor:

Murai, Fabricio

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-24

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
FACET: Counterfactual Explanation Analytics

Keyword:

Ethical AI, Counterfactual Explanation, Interpretable Machine Learning, Tree Ensembles, Random Forest, and Explainable AI

Creator:

VanNostrand, Peter

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-12-16

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
MANIRank: Multiple Attribute and Intersectional Fairness for Consensus Ranking

Keyword:

Bias, Consensus Ranking, and Fair decision making

Creator:

Cachel, Kathleen

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-12-20

Resource Type:

Dissertation

Degree:

MS

Unit (Department):

Data Science
Prediction and Observation Timing in Time Series Classification

Keyword:

Time Series and Deep Learning

Creator:

Hartvigsen, Thomas

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-12-14

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science