Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.12 Issue.2

Submission
Last date
28-Apr-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-2. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  Finding Fake Transactions Using Semi Supervised Models
PaperId: :  19359
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19359
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
S.RevathiErode Sengunthar Engineering College
M.AkashErode Sengunthar Engineering College
K.Barani Erode Sengunthar Engineering College
S.Kishore KumarErode Sengunthar Engineering College
G.ManojErode Sengunthar Engineering College

Abstract

Computer Science and Engineering
Fake transactions , fraudulent activities, decision trees, Logistic Regression boost, ROC curve.
Due to the growth of e-commerce and online transactions, credit card fraud has become the most prevalent problem in the modern world. It involves the theft of a card and its information for unauthorized use or personal gain. As a result, we are seeing a lot of credit card issues. Fake transaction is discovered after the crime has been committed, and it is discovered following the cardholder's complaint. Three algorithms are compared: decision trees,logistic regression and XG Boost. The model we utilize is a semi-supervised model. The primary topic of the paper is machine learning algorithms. Decision Trees, XG Boost, and Logistic Regression. By comparing accuracy, precision, recall, and F1-score, the outputs of the three algorithms are contrasted. The ROC curve is generated from the confusion matrix. The algorithm that is best at detecting fraudulent transactions should have high accuracy, precision, recall, and F1-score.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE S.Revathi, M.Akash, K.Barani , S.Kishore Kumar, and G.Manoj. "Finding Fake Transactions Using Semi Supervised Models" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 1287-1293
MLA S.Revathi, M.Akash, K.Barani , S.Kishore Kumar, and G.Manoj. "Finding Fake Transactions Using Semi Supervised Models." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 1287-1293.
APA S.Revathi, M.Akash, K.Barani , S.Kishore Kumar, & G.Manoj. (2023). Finding Fake Transactions Using Semi Supervised Models. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 1287-1293.
Chicago S.Revathi, M.Akash, K.Barani , S.Kishore Kumar, and G.Manoj. "Finding Fake Transactions Using Semi Supervised Models." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 1287-1293.
Oxford S.Revathi, M.Akash, K.Barani , S.Kishore Kumar, and G.Manoj. 'Finding Fake Transactions Using Semi Supervised Models', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 1287-1293. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Finding_Fake_Transactions_Using_Semi_Supervised_Models_ijariie19359.pdf (Accessed : 24 October 2025).
Harvard S.Revathi, M.Akash, K.Barani , S.Kishore Kumar, and G.Manoj. (2023) 'Finding Fake Transactions Using Semi Supervised Models', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 1287-1293IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Finding_Fake_Transactions_Using_Semi_Supervised_Models_ijariie19359.pdf (Accessed : 24 October 2025)
IEEE S.Revathi, M.Akash, K.Barani , S.Kishore Kumar, and G.Manoj, "Finding Fake Transactions Using Semi Supervised Models," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 1287-1293, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Finding_Fake_Transactions_Using_Semi_Supervised_Models_ijariie19359.pdf [Accessed : 24 October 2025].
Turabian S.Revathi, M.Akash, K.Barani , S.Kishore Kumar, and G.Manoj. "Finding Fake Transactions Using Semi Supervised Models." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 (24 October 2025).
Vancouver S.Revathi, M.Akash, K.Barani , S.Kishore Kumar, and G.Manoj. Finding Fake Transactions Using Semi Supervised Models. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 24 October 2025]; 9(2) : 1287-1293. Available from: https://ijariie.com/AdminUploadPdf/Finding_Fake_Transactions_Using_Semi_Supervised_Models_ijariie19359.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 10/24/2025 6:26:55 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Predicting Stock Market Trends using Deep Learning TechniquesComputer Science and EngineeringAkruthi Shere Download
A SURVEY ON SMART VOTING SYSTEM USING BLOCKCHAINComputer Science EngineeringAleena Shaju Download
A SURVEY ON SECURESCAN 360: CYBER INTEGRATED SYSTEM FOR THREAT DETECTION AND IMAGE AUTHENTICATIONComputer Science and EngineeringAparna Sunil Download
Efficient Use of Dialog Boxes in GUI Development using VB.NETComputer ScienceDR. RISHI MATHUR Download
A SURVEY ON HOPEBITE: AI-POWERED SMART FOOD DISTRIBUTION FOR COMMUNITIES IN NEEDComputer Science and EngineeringJUGAL KRISHNA V S Download
A SURVEY ON ACCIDENT DETECTION AND AUTOMATED EMERGENCY NOTIFICATION SYSTEM USING YOLO V8Computer EngineeringVipin Varghese Download
INVISIBLE DISABILITY AND ROUTINE WELLNESS TRACKERComputer Science and EngineeringAnna Rose Poly Download
A SURVEY ON AI POWERED SELF HEALING CODE DEBUGGERComputer EngineeringNandana Shibu Download
MULTIPLE DISEASE PREDICTION AND DRUG RECOMMENDATION SYSTEM USING MACHINE LEARNINGCOMPUTER ENGINEERING DR. J. AMUTHARAJ Download
SOLAR TRACKING SYSTEM WITH WEATHER FORECASTING AND AUTOMATED CLEANING SYSTEMArtificial Intelligence Electrical and Electronics EngineeringVanarasan S Download
ASD PredictionComputer scienceAbhilasha M Download
Music Recommendation based on Face Emotion Using Artificial Intelligence and Machine LearningInformation Science EngineeringDr. Sreenivasa Murthy V Download
SMART TRAFFIC AI MONITORING SYSTEM-AI/MLINFORMATION SCIENCE AND ENGINEERING PRIYANKA MT Download
SHADOW THE WEB BROWSERComputer Science and EngineeringLakshmi Narayan S Download
SECUHIRE – AI-POWERED INTERVIEW DETECTION SYSTEMComputer Engineering Tharun R Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2026. IJARIIE. All Rights Reserved.