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Filtering by: Creator Zhang, Huayi Unit (Department) Data Science

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
Similarity Search in Continuous Data with Evolving Distance Metric

Keyword:

lsh and distance metric learning

Creator:

Zhang, Huayi

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-12-12

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science