K-Means Based the on the data we have after imputation, I did the normalization in two different methods. We need to normalize data because different sample points are generated in slightly different environments, which may cause the bias in the value of the gene expressions. For instance, if two cells have a different amount of... Continue Reading →
In this project, I will use multiple data mining & machine learning techniques and models to analyze the patterns embedded in the comparison of two datasets: AD data and control data. It is a real dataset of more than 8000 genes of 176 patients with Alzheimer’s disease and 188 age-matched normal people. More information can be... Continue Reading →
Autoencoders are unsupervised learning models that can be used for data compression and pre-training of neural network.
On May 11 1997, Deep Blue shocked the world as the first computer to beat a world champion in a six-game match under standard time controls. The recipe of Deep Blue, the first AI in chess domain, is no longer a secret, which can be described by the following formula: DEEP BLUE := Minimax Algorithm+ Alpha-Beta... Continue Reading →
Terms like "Big Data" and "Data Mining" are so popular these days. Businessmen use it for market analysis and investment planning, and researchers use it to expand the knowledge bound for humanity. Even in 'Sherlock Holmes', the main character expressed the most intriguing idea of data mining: The world is woven from billions of lives, every... Continue Reading →
Course Final Project for Mobile Application Development Course This was an app built in the fall of 2016 as a final project for iOS development course. I worked in a team of 4 members, and we built a money management application that allows the users to register with email, and to track their account balance,... Continue Reading →
A simple iOS platform 2D-game written in Swift with Xcode "AstroCorgi" has just been approved by Apple! It can be downloaded here: App Store Link. I need to thank Andrew Hu for publishing this game using his Apple Developer Account. This game was my first iOS game built with SpriteKit. This game is designed in arcade... Continue Reading →