Projects
Films Android App
I implemented Films Android App using datasets provided by TMDB API.
Visualization on Correlates of Wars
We visualized military expenditures of top-10 spenders, information concerning militarized interstate disputes, wars, and international trade using...
Liver Transplant Data Analysis
We analyzed a dataset provided by the Department of Surgery at USC’s Keck School of Medicine, so as to identify features associated with graft surv...
HITS & Spectral Clustering
I implemented the Hyperlink-induced topic search (HITS) with Apache Spark. I also made the spectral clustering with Python.
Movie Recommender System
I implemented a movie recommendation with matrix factorization approach and other methods with Apache Spark.
PCY & SON Algorithm with Apriori
I implemented PCY AND SON algorithm with Apriori with Python.
Perceptron, Pocket, Logistic & Linear Regression
I implemented the Perceptron learning, Pocket algorithm, Logistic regression, and Linear regression with Matlab.
Iterative Dichotomiser 3 (ID3)
I implemented the ID3 decision tree algorithm with Matlab.
K-means & Gaussian Mixture Model
I implemented the K-means clustering and Gaussian Mixture Model with Matlab.
Android Application Development
We developed an Android application (in Java) for the USC community, which includes students, faculty, and alumni, to recommend good resources in t...