Cheng Chen (@ChengChen-Steven)
  • Stars
    star
    30
  • Global Rank 491,990 (Top 17 %)
  • Followers 13
  • Following 6
  • Registered almost 8 years ago
  • Most used languages
    R
    28.6 %
    Python
    28.6 %
    Scala
    14.3 %
    JavaScript
    14.3 %
    MATLAB
    14.3 %
  • Location πŸ‡ΊπŸ‡Έ United States
  • Country Total Rank 98,015
  • Country Ranking
    Scala
    1,390
    MATLAB
    2,453
    R
    2,657

Top repositories

1

Fraud-Detection-Credit-Card-Account-Origination

This project commissions to examine the 100,000 credit card application data, detect abnormality and potential fraud in the dataset. All data manipulation and analysis are conducted in R. Featured analysis methods include Principal Component Analysis (PCA), Heuristic Algorithm and Autoencoder.
R
8
star
2

Real-time-Excavation-Positioning-of-Roadheader-Based-on-Visual-Measurement

Visual measurement is a construction positioning method developed in recent years. Combining visual measurements with on-site Guiyang subway construction, this paper proposes an automatic positioning method of roadheader excavation, replacing human vision by machine vision, and changing the current situation in tunnel excavation. First, a laser beam emits from a distance to the tunnel face. Pictures taken by a camera set on the body of roadheader are analyzed digitally based on RGB system by building a computer model by using MATLAB. The model extracts spots’ centers. Then, based on mathematical analysis of digital image, model gives the decoupled eigenvalues of positional relationship between the actual position and the standard position of roadheader in three principal directions, so as to effectively guide the construction and implement automation. This paper also makes experiments to compare characteristics of single laser spot by RGB decomposition, test model’s accuracy in extracting image of laser beam, and use a similar model to analyze the impact of camera distortion in the actual work.
MATLAB
7
star
3

Movie_Recommender_System_Scala

Build a movie recommender system using Collaborative Filtering by leveraging Spark in Scala
Scala
7
star
4

Facebook-User-Acquisition-in-Lending-Business

The project is focusing on user acquisition through digital channels like Facebook. In lending business, companies want to acquire users that have a higher likelihood of repayment. However, in many financially underserved places, many people have no financial identity like a credit score. So taking the first risk is quite a thing here.
Python
3
star
5

A-B-Testing-in-Ecommerce

I will be examing an A/B Testing Experiment in this repository and going through all the standard analyses.
Python
3
star
6

311-Call-Center-Tracking-Data-Analysis-for-City-of-Los-Angeles-R

The city of Los Angeles would like to get analysis for the 311 call center tracking data.
R
1
star
7

CIS550_Final_Project

CIS 550 Final Project
JavaScript
1
star