GAN Balancing for Fraud Detection

GAN Balancing for Fraud Detection
Informasi

Creator: Jordan Istiqlal, Agus Tri Haryono

Jenis: Artificial Intelligence

Link: Visit

Github: View Code

Tools:

Python GAN Machine Learning Deep Learning Statistics Selenium

Deskripsi

Code Thesis Magister

Gallery
Gallery
Gallery
Gallery
Flow / Documentation
  1. Get Data Stockbit
  2. Pre-Processing Data
  3. Balance ScoreCard Labelling
  4. Balancing use Statistic, SMOTE, dan GAN
  5. Balancing Analysis
  6. Classification & Regression Model to Identify Fraud
  7. Prediction Analysis

Studi Literatur → Data Preparation → Data Panel Test → Implementation Model Balancing → Implementasi Classification & Regression Model → Evaluation → Analysis Result

Supervisor Thesis:

  1. Prof. Drs.Ec. Ir. Riyanarto Sarno, M.Sc., Ph.D.
  2. Agus Tri Haryono S.Kom, M.Kom
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