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.

Manylion Llyfryddiaeth
Prif Awduron:	Chowdhury, Ahnaf Shahriyar, Abdullah, Nayeem, Mamun, Hasan Al
Awduron Eraill:	Hossain, Muhammad Iqbal
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2021
Pynciau:	Transaction fraud Neural Network machine learning classifiers Overfit Stacking technique K-fold cross validation Grid Search Hyperparameter tuning
Mynediad Ar-lein:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14445

Eitemau Tebyg

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

Removal of rebar stacked at the west of the engineer office
gan: BUCG-ABC Joint Venture (BUCG-ABC JV)
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References validation in scholarly articles using RoBERTa
gan: Nasib, Abdullah Umar
Cyhoeddwyd: (2023)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Grid computing /
gan: Joseph, Joshy
Cyhoeddwyd: (2004)

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

The Stack
gan: Bratton

Fraud risk management of bKash Limited
gan: Shahrin, Shemonti
Cyhoeddwyd: (2018)

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

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

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

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

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

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

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

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

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

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