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šŸ‘‹ Hi, Iā€™m Zoe

  • šŸŽ“ Iā€™m a Ph.D. in Computer Science from the University of North Carolina at Charlotte
  • šŸ’» My research interests include recommender systems, action rule mining, business analytics, data mining, natural language processing, and machine learning. More specifically, I designed and implemented recommender systems that can provide actionable recommendations to improve customer churn rate based on action rule discovery, aspect-based sentiment analysis, and rough set theory.

Zoe Duan's Projects

compare-hashing icon compare-hashing

Compare hashing: 1. Linear Probing 2. Quadratic Probing 3. Double Hashing

graph icon graph

If the input is a Directed Acyclic Graph, then output the topological order of the vertices. If the input is a Directed Cycle Graph, then output the direct cycle(s).

health-care-system icon health-care-system

Develop a web application on health care, doctors can keep track of patients by their names and ID numbers, along with their medical history. Patients can access and update their personal information and retrieve their medical history.

improvement-of-classification-in-credit-default icon improvement-of-classification-in-credit-default

A new method to improve the prediction accuracy by applying NP-Umbrella algorithm to random forest, it leads to an 11% precision improvement when compared with random forest for classification of credit default.

machine-learning icon machine-learning

This repository contains the projects and assignments of course Machine Learning, which covers Regression, Classification, Measurement of the Accuracy of the model, Reinforcement Learning and Deep Learning

panda-go---database-design-project icon panda-go---database-design-project

A web application for bus booking. Users can sign in/ sign up to the system, and they can customize their trip, for instance, they can set the date and time, choose the bus and so on

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

zoeduan icon zoeduan

Config files for my GitHub profile.

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