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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
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