Mobile money transaction fraud detection using machine learning algorithms / (Record no. 25458)

MARC details
000 -LEADER
fixed length control field 01282nam a22002537a 4500
003 - CONTROL NUMBER IDENTIFIER
control field NULRC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250730115704.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 250730b ph ||||| |||| 00| 0 eng d
040 ## - CATALOGING SOURCE
Transcribing agency NULRC
050 ## - LIBRARY OF CONGRESS CALL NUMBER
Classification number UGT COE BSCpE .B87 2021
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Bustonera, Johnaaron R.
Relator term co-author
245 ## - TITLE STATEMENT
Title Mobile money transaction fraud detection using machine learning algorithms /
Statement of responsibility, etc. Johnaaron R. Bustonera [and three others].
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Manila :
Name of publisher, distributor, etc. National University,
Date of publication, distribution, etc. 2021.
300 ## - PHYSICAL DESCRIPTION
Extent 118 leaves :
Other physical details color illustrations ;
Dimensions 28 cm.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references.
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note Chapter 1. The Problem and its background -- Chapter 2. Literature Review and Framework of the Projec 3. Project Design and Methodology -- Chapter 4. Results and Discussions -- Chapter 5. Summary, Conclusion and Recommendation -- References.
520 ## - SUMMARY, ETC.
Summary, etc. The detection of fraudulent behaviors in mobile money transfers is explored and contrasted using three modern machine learning models: Light Gradient Boost, Random Forests and XGBoost.
690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN)
Topical term or geographic name as entry element MONEY TRANSFER
690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN)
Topical term or geographic name as entry element MOBILE MONEY TRANSACTION
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Capal, Gerome V.
Relator term co-author
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Molina, Vhinny Angelyque V.
Relator term co-author
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Paller, Joshua A.
Relator term co-author
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Thesis
Suppress in OPAC No
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection Home library Current library Shelving location Date acquired Source of acquisition Total checkouts Full call number Barcode Date last seen Copy number Koha item type
    Library of Congress Classification     Computer Engineering LRC - Main National University - Manila Thesis 06/11/2025 Donation   UGT COE BSCpE .B87 2021 UGTHE000002864 07/30/2025 c.1 Thesis