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blog > authors > Aiko Liu
Aiko Liu

Aiko Liu

Aiko was born and raised in Taiwan. After college graduation, he came to U.S. and got his Ph.D. at Harvard University, specializing in geometry. After having done research at several top research universities for years, he switched gear to finance. He has been interested in data science and machine learning recently.

Articles Contributed by Aiko Liu
Capstone

Predicting Fraudulent Health Insurance Claims

by Deborah Leong, Sam Nuzbrokh, Doug Devens and Aiko Liu
Jun 25, 2020
Introduction Healthcare fraud is a large and pervasive problem in the US healthcare system. The National Healthcare Anti-Fraud...
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Community

Why is R a Must-Learn for Data Scientists?

by Aiko Liu, Hanqing Zhang and Pranjali Galgali
Dec 4, 2019
As Python is gaining more popularity, and can handle tasks in engineering, data wrangling, etc, R’s close-tie with...
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Capstone

The Restaurant Dilemma: Personalized Recommendations for Groups of People

by David Richard Steinmetz, Gregory Domingo, Aiko Liu and Amy Tzu-Yu Chen
Sep 22, 2016
You want to go out to eat with a friend but sifting through restaurant listings is frustrating and...
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Machine Learning

What We Learnt From Higgs Boson Challenge

by Jonathan Liu and Aiko Liu
Sep 5, 2016
EDA The project focuses on the detection of the Higgs boson signals in a particular CERN ATLAS accelerator...
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Data Science News and Sharing

Using T-SVD to Study State Migration Data

by Aiko Liu
Aug 17, 2016
In the project, we use the un-supervised learning method 'truncated singular value decomposition' to study the state to...
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Data Science News and Sharing

US GDP Shiny App

by Aiko Liu
Aug 3, 2016
In this blog post we introduce our US GDP shiny app. The purpose of this shiny app is...
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Data Science News and Sharing

NYC Taxi Riders' Tipping Behavior Analysis

by Aiko Liu
Jul 21, 2016
To Tip or Not to Tip, That is the Question! In this blog post, we would like to...
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