Comparison and analysis of logistic regression, Naïve Bayes and KNN machine learning algorithms for credit card fraud detection

International Journal of Information Technology ◽

10.1007/s41870-020-00430-y ◽

2020 ◽

Author(s):

Fayaz Itoo ◽

Meenakshi ◽

Satwinder Singh

Keyword(s):

Machine Learning ◽

Logistic Regression ◽

Credit Card ◽

Naive Bayes ◽

Learning Algorithms ◽

Fraud Detection ◽

Naïve Bayes ◽

Machine Learning Algorithms ◽

Credit Card Fraud ◽

Comparison And Analysis

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Performance Analysis of Machine Learning Algorithms in Credit Card Fraud Detection

Lecture Notes in Networks and Systems - Inventive Communication and Computational Technologies ◽

10.1007/978-981-15-7345-3_26 ◽

2020 ◽

pp. 319-325

Author(s):

Anupam Yadav ◽

Vinod Jain ◽

Anuj Kumar

Keyword(s):

Machine Learning ◽

Performance Analysis ◽

Credit Card ◽

Learning Algorithms ◽

Fraud Detection ◽

Machine Learning Algorithms ◽

Credit Card Fraud

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Credit Card Fraud Detection using Machine Learning Algorithms

International Journal of Engineering Research and ◽

10.17577/ijertv9is070649 ◽

2020 ◽

Vol V9 (07) ◽

Author(s):

Varun Kumar K S ◽

Keyword(s):

Machine Learning ◽

Credit Card ◽

Learning Algorithms ◽

Fraud Detection ◽

Machine Learning Algorithms ◽

Credit Card Fraud

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Credit card Fraud Detection based on Machine Learning Algorithms

International Journal of Computer Applications ◽

10.5120/ijca2019918521 ◽

2019 ◽

Vol 182 (44) ◽

pp. 8-12 ◽

Author(s):

Heta Naik ◽

Prashasti Kanikar

Keyword(s):

Machine Learning ◽

Credit Card ◽

Learning Algorithms ◽

Fraud Detection ◽

Machine Learning Algorithms ◽

Credit Card Fraud

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Machine Learning Approach for Credit Card Fraud Detection (KNN & Naïve Bayes)

SSRN Electronic Journal ◽

10.2139/ssrn.3564040 ◽

2020 ◽

Author(s):

Darshan Kaur ◽

Shubhpreet kaur

Keyword(s):

Machine Learning ◽

Credit Card ◽

Naive Bayes ◽

Fraud Detection ◽

Naïve Bayes ◽

Learning Approach ◽

Credit Card Fraud ◽

Machine Learning Approach

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Early Prediction of Credit Card Fraud Detection using Isolation Forest Tree and Local Outlier Factor Machine Learning Algorithms

Journal of Xidian University ◽

10.37896/jxu14.6/077 ◽

2020 ◽

Vol 14 (6) ◽

Keyword(s):

Machine Learning ◽

Credit Card ◽

Learning Algorithms ◽

Fraud Detection ◽

Forest Tree ◽

Machine Learning Algorithms ◽

Early Prediction ◽

Credit Card Fraud ◽

Local Outlier ◽

Isolation Forest

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Comparative Analysis of Machine Learning Algorithms through Credit Card Fraud Detection

2018 IEEE MIT Undergraduate Research Technology Conference (URTC) ◽

10.1109/urtc45901.2018.9244782 ◽

2018 ◽

Author(s):

Rishi Banerjee ◽

Gabriela Bourla ◽

Steven Chen ◽

Mehal Kashyap ◽

Sonia Purohit

Keyword(s):

Machine Learning ◽

Comparative Analysis ◽

Credit Card ◽

Learning Algorithms ◽

Fraud Detection ◽

Machine Learning Algorithms ◽

Credit Card Fraud

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Comparison of Poisson process and machine learning algorithms approach for credit card fraud detection

Procedia Computer Science ◽

10.1016/j.procs.2021.04.214 ◽

2021 ◽

Vol 186 ◽

pp. 721-726

Author(s):

Anastasiia Izotova ◽

Adel Valiullin

Keyword(s):

Machine Learning ◽

Poisson Process ◽

Credit Card ◽

Learning Algorithms ◽

Fraud Detection ◽

Machine Learning Algorithms ◽

Credit Card Fraud

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Cavity auto-detection using machine learning algorithms: Logistic regression, support vector machine, and naïve Bayes

10.1190/iceg2019-066.1 ◽

2020 ◽

Author(s):

Hakim Saibi* ◽

Abdelkader Nasreddine Belkacem ◽

Mohamed Amrouche

Keyword(s):

Machine Learning ◽

Support Vector Machine ◽

Logistic Regression ◽

Naive Bayes ◽

Learning Algorithms ◽

Naïve Bayes ◽

Machine Learning Algorithms ◽

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CREDIT CARD FRAUD DETECTION USING MACHINE LEARNING ALGORITHMS

International Journal of Recent Trends in Engineering and Research ◽

10.23883/ijrter.2020.6045.nbx9l ◽

2020 ◽

Vol 6 (6) ◽

pp. 48-58

Author(s):

Risha Irshad Khan ◽

Rachana N ◽

Varshitha Chandra B. R. ◽

Rajeshwari K

Keyword(s):

Machine Learning ◽

Credit Card ◽

Learning Algorithms ◽

Fraud Detection ◽

Machine Learning Algorithms ◽

Credit Card Fraud

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Supervised Machine Learning Algorithms for Credit Card Fraud Detection: A Comparison

2020 10th International Conference on Cloud Computing, Data Science & Engineering (Confluence) ◽

10.1109/confluence47617.2020.9057851 ◽

2020 ◽

Author(s):

Samidha Khatri ◽

Aishwarya Arora ◽

Arun Prakash Agrawal

Keyword(s):

Machine Learning ◽

Credit Card ◽

Learning Algorithms ◽

Fraud Detection ◽

Machine Learning Algorithms ◽

Supervised Machine Learning ◽

Credit Card Fraud

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