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.

Bibliografiset tiedot
Päätekijät:	Chowdhury, Ahnaf Shahriyar, Abdullah, Nayeem, Mamun, Hasan Al
Muut tekijät:	Hossain, Muhammad Iqbal
Aineistotyyppi:	Opinnäyte
Kieli:	en_US
Julkaistu:	Brac University 2021
Aiheet:	Transaction fraud Neural Network machine learning classifiers Overfit Stacking technique K-fold cross validation Grid Search Hyperparameter tuning
Linkit:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14445

Samankaltaisia teoksia

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

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

References validation in scholarly articles using RoBERTa
Tekijä: Nasib, Abdullah Umar
Julkaistu: (2023)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Grid computing /
Tekijä: Joseph, Joshy
Julkaistu: (2004)

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

The Stack
Tekijä: Bratton

Fraud risk management of bKash Limited
Tekijä: Shahrin, Shemonti
Julkaistu: (2018)

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

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

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

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

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

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

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

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

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

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