Comparing the Performance of Multivariate Hotelling’s T2 Control Chart and Naive Bayes Classifier for Credit Card Fraud Detection
Abstract
Keywords
Full Text:
PDFReferences
M. Fauzan, "Gaya Hidup Nasabah dan Keputusan Penggunaan Kartu Kredit," Esensi: jurnal Bisnis dan Manajemen, vol. 7, no. 2, pp. 181-192, 2017.
B. Indonesia, "Edukasi Kartu kredit," 2020. [Online]. Available: https://www.bi.go.id/id/edukasi-perlindungan-konsumen/edukasi/produkdan-jasa-sp/kartu kredit/Contents/Default.aspx. [Accessed 10 October 2022].
K. Chaudhary, J. Yadav and B. Mallick, "A review of Fraud Detection Techniques: Credit Card," Internal Journal of Computer Applications, vol. 45, no. 1, pp. 39-44, 2012.
Nurhayati, I. Soekarno and M. Cahyono, "A Study of Hold-Out and K-Fold Cross Validation for Accuracy of Groundwater Modeling in Tidal Lowland Reclamation Using Extreme Learning Machine," in 2nd International Conference on Technologu, Informatics, Management, Engineering & Environment, 2014.
R. Kohavi, G. John, R. Long, D. Manley and K. Peger, "MLC++: A machine learning library in C++, in Tools with Articial Intelligence," IEEE Society Press, 1994740-743.
J. Han, M. Kamber and J. Pei, Data Mining Concepts, USA: Morgan Kaufmann, 2012.
M. Erpianti, "ANALISIS PENGENDALIAN KUALITAS DATA DENGAN METODE T2 HOTELLING INDIVIDUAL," Buletin Ilmiah Math, Stat, dan Terapannya, vol. 09, no. 03, pp. 431-436, 2020.
D. Spiegelhalter and K. Rice, "Bayesian Statistics," Scholarpedia, vol. 4, no. 8, p. 5230, 2006.
R. Feldman and J. Sanger, The Text Mining Handbook:Advanced Approaches in Analyzing Unstructured Data, New York: Cambridge University Press, 2007.
M. Bekkar, H. K. Djemma and T. Alitouche, "Evaluation Measure for Models Assesment over Imbalanced Data Sets," Journal of Information Engineering and Applications, vol. 3, pp. 27-38, 2013.
N. Sulistiawanti, M. Ahsan, and H. Khusna, “Multivariate Exponentially Weighted Moving Average (MEWMA) and Multivariate Exponentially Weighted Moving Variance (MEWMV) Chart Based on Residual XGBoost Regression for Monitoring Water Quality.,” Eng. Lett., vol. 31, no. 3, 2023.
H. Khusna, M. Mashuri, S. Suhartono, D. D. Prastyo, and M. Ahsan, “Multioutput least square SVR based multivariate EWMA control chart: The performance evaluation and application,” Cogent Eng., Oct. 2018, doi: 10.1080/23311916.2018.1531456.
H. Khusna, M. Mashuri, Suhartono, D. D. Prastyo, and M. Ahsan, “Multioutput Least Square SVR Based Multivariate EWMA Control Chart,” J. Phys. Conf. Ser., vol. 1028, no. 1, p. 12221, 2018.
DOI: http://dx.doi.org/10.12962/j27213862.v7i1.18755
Refbacks
- There are currently no refbacks.
Inferensi by Department of Statistics ITS is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Based on a work at https://iptek.its.ac.id/index.php/inferensi.
ISSN: 0216-308X
e-ISSN: 2721-3862
View My Stats