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zoeduan/README.md

👋 Hi, I’m Zoe

  • 🎓 I’m a Ph.D. in Computer Science from the University of North Carolina at Charlotte
  • 💻 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.

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  1. Health-Care-System Health-Care-System Public

    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 informati…

    Java

  2. Machine-Learning Machine-Learning Public

    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 …

    Jupyter Notebook

  3. Panda-Go---Database-Design-Project Panda-Go---Database-Design-Project Public

    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

  4. Improvement-of-Classification-in-Credit-Default Improvement-of-Classification-in-Credit-Default Public

    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 c…

  5. Bank-Account Bank-Account Public

    Bank Account Application in Java

    Java

  6. Compare-Hashing Compare-Hashing Public

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

    Python