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Filtering by: Advisor Rundensteiner, Elke A. License https://creativecommons.org/licenses/by/4.0/

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
Visual Analytics for Smartphone Health Phenotyping

Keyword:

Interactive Visual Analysis, mHealth, Smartphone Phenotyping, and Visual Analytics

Creator:

Mansoor, Hamid

Advisor:

Agu, Emmanuel O. and Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer 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