Index Catalog // Digital WPI

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Filtering by: Contributor Madden, Samuel

1. Towards an End-to-End Training Data Management System for Machine Learning Models

Keyword:: machine learning, anomaly detection, active learning, big data manangement, human-in-the-loop, and semi-supervised learning
Creator:: Zhang, Huayi
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-01-18
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

2. Contextual Outlier Detection from Heterogeneous Data Sources

Keyword:: Scalable, Outlier Detection, Context, Heterogeneous Data Sources, and End-to-end System
Creator:: Yan, Yizhou
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-05-17
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science