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Filtern nach: Advisor Agu, Emmanuel O. Advisor Rundensteiner, Elke A. Ressourcentyp Dissertation

1. Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models

Stichwort:: Data Science, Machine Learning, Pretrained Models, Generative Modeling, Deep Learning, and Bias
Schöpfer:: Gerych, Walter
Advisor:: Rundensteiner, Elke A. and Agu, Emmanuel O.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2023-10-06
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

2. Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts

Stichwort:: Human context recognition, Ubiquitous computing, Domain adaptation, and Adversarial machine learning
Schöpfer:: Alajaji, Abdulaziz
Advisor:: Agu, Emmanuel O. and Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2023-04-26
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

3. Visual Analytics for Smartphone Health Phenotyping

Stichwort:: Interactive Visual Analysis, mHealth, Smartphone Phenotyping, and Visual Analytics
Schöpfer:: Mansoor, Hamid
Advisor:: Agu, Emmanuel O. and Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2022-08-11
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science