Performance analysis of stacking neural network and machine learning model for detecting fraudulent transaction

Performance analysis of stacking neural network and machine learning model for detecting fraudulent transaction

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Bibliografiske detaljer
Main Authors:	Chowdhury, Ahnaf Shahriyar, Abdullah, Nayeem, Mamun, Hasan Al
Andre forfattere:	Hossain, Muhammad Iqbal
Format:	Thesis
Sprog:	en_US
Udgivet:	Brac University 2021
Fag:	Transaction fraud Neural Network machine learning classifiers Overfit Stacking technique K-fold cross validation Grid Search Hyperparameter tuning
Online adgang:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14445

Lignende værker

Regarding removing stacked materials for construction purpose
af: BUCG-ABC Joint Venture (BUCG-ABC JV)
Udgivet: (2023)

Removal of rebar stacked at the west of the engineer office
af: BUCG-ABC Joint Venture (BUCG-ABC JV)
Udgivet: (2023)

References validation in scholarly articles using RoBERTa
af: Nasib, Abdullah Umar
Udgivet: (2023)

Product development & marketing strategy of classtune (a learning management system), a product of team creative
af: Wappi, Tanzirul Basher
Udgivet: (2016)

Detection of skin cancer using Convolutional neural network
af: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Udgivet: (2020)

Financial transaction of merchandising of Crystal Martin Apparel Bangladesh Ltd.
af: Azam, Rafiqul
Udgivet: (2017)

A macroeconomic model for forecasting crude oil prices with Feedforward Neural Network Grid Search Experimentation
af: Aunjum, Md. Ragib, et al.
Udgivet: (2021)

Transactional analysis counselling: an introduction
af: Sami, Mahbuba Naznin, et al.
Udgivet: (2010)

Detecting online recruitment fraud by using machine learning
af: Ghosh, Gitanjali, et al.
Udgivet: (2021)

Protein folding in HP model on hexagonal lattices with diagonals
af: Shaw, Dipan Lal, et al.
Udgivet: (2016)

Association between corporate governance and related party transactions: a case study of banking sector of Bangladesh
af: Sharkar, Mohammad Zakir Hossain, et al.
Udgivet: (2010)

Secure data transaction and data analysis of IOT devices using blockchain
af: Muhtasim, Md. Adib, et al.
Udgivet: (2018)

Marketing in the age of Google : a non-technical guide to search engine strategy /
af: Fox, Vanessa, 1972-
Udgivet: (2010)

Fake profile detection in social media using image processing and machine learning
af: Sen, Shuva, et al.
Udgivet: (2021)

Structure and mechanism in protein science : a guide to enzyme catalysis and protein folding /
af: Fersht, Alan, 1943-
Udgivet: (1999)

Fraud prevention awareness and how it can create a competitive edge for bKash Limited in the mobile finance service industry
af: Kabir, Shadman Sakibul
Udgivet: (2022)

Fruit and vegetable freshness detection using deep learning
af: Haque, Md. Mahidul, et al.
Udgivet: (2023)

Flood prediction using machine learning models
af: Syeed, Miah Mohammad Asif, et al.
Udgivet: (2022)

Effectiveness of revenue assurance and fraud management process in Banglalink Digital Communications Ltd
af: Shila, Mithila Ali
Udgivet: (2020)

The making of economic policy : a transaction-cost politics perspective /
af: Dixit, Avinash K.
Udgivet: (1996)

Psychometric validation of diabetes distress scale in Bangladeshi population
af: Akter, Jesmin, et al.
Udgivet: (2024)

Analyzing two platforms: NET and Java for deveroping a search engine
af: Bhuiyan, Shoman
Udgivet: (2017)

Transaction costs, institutions, and economic performance /
af: North, Douglass C. (Douglass Cecil)
Udgivet: (1992)

Fraud detection in E-commerce using natural language processing
af: Kabir, Iftekhar, et al.
Udgivet: (2023)

An overview on problems in handling day to day foreign trade transaction in Al‐ ArafahIslami Bank Ltd and solutions there of
af: Mazumder, Hasan Mahamud
Udgivet: (2015)

WiMAX implementation of smart grid wide area distributed generation and demand side load protection model in MATLAB/SIMULINK
af: Arefin, Mohammad Kamrul
Udgivet: (2016)

Grid computing /
af: Joseph, Joshy
Udgivet: (2004)

Qualitative and quantitative analysis of sildenafil in traditional medicines and dietary supplements
af: Podder, Ashis Kumar, et al.
Udgivet: (2016)

The Stack
af: Bratton

Fraud risk management of bKash Limited
af: Shahrin, Shemonti
Udgivet: (2018)

Existing infrastructure & adaptability of new technology regarding risk and fraud management in the online delivery platforms: A study on foodpanda Bangladesh
Udgivet: (2024)

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
af: Tahamid, Abu
Udgivet: (2021)

Pest detection system using machine learning techniques
af: Prithvi, Protyusha Barua, et al.
Udgivet: (2022)

Power grid classification through Electrical Network Frequency
af: Zaman, MD.Arif Uz, et al.
Udgivet: (2018)

Prospects and challenges of outsourcing in the context of power grid company of Bangladesh limited
af: Shihab, Mohammad Abdullah
Udgivet: (2018)

Development and validation of a tool to assess appetite of children in low income settings
af: Nahar, Baitun, et al.
Udgivet: (2022)

Application of deep convolutional neural network in breast cancer prediction using Digital Mammograms
af: Al Mamun, Rafsan, et al.
Udgivet: (2022)

Analysis of customer perception regarding the effectiveness of fraud and dispute management of bKash Limited.
af: Rafi, Kazi Shahriar Al
Udgivet: (2021)

Implementing a recommender system for Bangladeshi faculty search using machine learning
af: Hasan, Md.Khalid
Udgivet: (2020)

A study of activities of general banking of Jamuna Bank Limited
af: Khan, Tausir Ahmed
Udgivet: (2024)