A Study on Credit Card Fraud Detection using Machine Learning

Abstract

Due to the high level of growth in each number of transactions done using credit card has led to high rise in fraudulent activities. Fraud is one of the major issues related to credit card business, since each individual do more of offline or online purchase of product via internet there is need to developed a secured approach of detecting if the credit card been used is a fraudulent transaction or not. Pattern involves in the fraud detection has to be re analyze to change from reactive approach to a proactive approach. In this paper, our objectives are to detect at least 95 of fraudulent activities using machine learning to deployed anomaly detection system such as logistic regression, k nearest neighbor and support vector machine algorithm. Ajayi Kemi Patience | Dr. Lakshmi J. V. N "A Study on Credit Card Fraud Detection using Machine Learning" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-3 , April 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30688.pdf Paper Url :https://www.ijtsrd.com/computer-science/other/30688/a-study-on-credit-card-fraud-detection-using-machine-learning/ajayi-kemi-patience

Authors and Affiliations

Ajayi Kemi Patience | Dr. Lakshmi J. V. N

Keywords

Related Articles

Base Isolation Retrofitting Design for the Existing 9 Story Large Panel Apartment Building

In Armenia seismic isolation of existing buildings is becoming a more common method of providing protection from earthquake damage. Thanks to the works of the author of this paper in nowadays Armenia is well known as a c...

An Analysis of Mechanical Properties and Flexural Behavior of Concrete Slabs Reinforced with H.F.R.P Reinforcements A Review

In the era of concrete, concrete is exposed to chemical, such as carbonation and chloride adulteration break down the alkaline barrier in the cement. Subsequently, steel in the concrete becomes corrosive. Such phenomena...

Design and Implementation of a Web-Based Prisons Management and Police Investigation System

Information Technology (IT) has cut across all the areas of our society. In the light of this, I studied the Management Information System for Nigerian Prisons Service, Afara, Umuahia, Abia State with the aim of developi...

A Review on Introduction to Reinforcement Learning

This paper aims to introduce, review and summarize the basic concepts of reinforcement learning. It will provide an introduction to reinforcement learning in machine learning while covering reinforcement learning workflo...

Field Geology and Petrography of Granitoid rocks in southeastern part of Nanded district, Maharashtra State

This paper presents field geological and petrographic aspects of various granitoid units occurring around Khatgaon area in the southeastern part of Nanded district of Maharashtra. The study area is bestowed with granitoi...

Download PDF file
  • EP ID EP686240
  • DOI -
  • Views 164
  • Downloads 0

How To Cite

Ajayi Kemi Patience (2020). A Study on Credit Card Fraud Detection using Machine Learning. International Journal of Trend in Scientific Research and Development, 4(3), -. https://europub.co.uk/articles/-A-686240