Detecting Frauds and Payment Defaults on Credit Card Data Inherited With Imbalanced Class Distribution and Overlapping Class Problems: A Systematic Review.

Keng Hoong Ng

Suraya Nurain Kalid Kok-Chin Khor Keng Hoong Ng Gee-Kok Tong Detecting Frauds and Payment Defaults on Credit Card Data Inherited With Imbalanced Class Distribution and Overlapping Class Problems: A Systematic Review. 23636-23652 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3362831 https://www.wikidata.org/entity/Q128460785 db/journals/access/access12.html#KalidKNT24

Nur Amirah Ishak Keng Hoong Ng Gee-Kok Tong Suraya Nurain Kalid Kok-Chin Khor Mitigating unbalanced and overlapped classes in credit card fraud data with enhanced stacking classifiers system. 71 2022 11 F1000Research https://doi.org/10.12688/f1000research.73359.1 db/journals/f1000research/f1000research11.html#IshakNTKK22

Gee-Kok Tong Keng Hoong Ng Wun-She Yap Kok-Chin Khor Construction of Optimal Stock Market Portfolios Using Outlier Detection Algorithm. 160-173 2021 SCDS https://doi.org/10.1007/978-981-16-7334-4_12 conf/scds/2021 db/conf/scds/scds2021.html#TongNYK21 Nur Sara Zainudin Keng Hoong Ng Kok-Chin Khor Identifying the Important Demographic and Financial Factors Related to the Mortality Rate of COVID-19 with Data Mining Techniques. 241-253 2021 SCDS https://doi.org/10.1007/978-981-16-7334-4_18 conf/scds/2021 db/conf/scds/scds2021.html#ZainudinNK21

Suraya Nurain Kalid Keng Hoong Ng Gee-Kok Tong Kok-Chin Khor A Multiple Classifiers System for Anomaly Detection in Credit Card Data With Unbalanced and Overlapped Classes. 28210-28221 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2972009 db/journals/access/access8.html#KalidNTK20

Keng Hoong Ng Kok-Chin Khor StockProF: a stock profiling framework using data mining approaches. 139-158 2017 15 Inf. Syst. E Bus. Manag. 1 https://doi.org/10.1007/s10257-016-0313-z https://www.wikidata.org/entity/Q125765023 db/journals/isem/isem15.html#NgK17

Abdollah Dehzangi Somnuk Phon-Amnuaisuk Keng Hoong Ng Ehsan Mohandesi Protein Fold Prediction Problem Using Ensemble of Classifiers. 503-511 2009 ICONIP (2) https://doi.org/10.1007/978-3-642-10684-2_56 https://www.wikidata.org/entity/Q58103403 conf/iconip/2009-4 db/conf/iconip/iconip2009-4.html#DehzangiPNM09 Keng Hoong Ng Somnuk Phon-Amnuaisuk Chin Kuan Ho A Review of Recent Alignment-Free Clustering Algorithms in Expressed Sequence Tag. 25-30 2009 SoCPaR https://doi.org/10.1109/SoCPaR.2009.18 https://doi.ieeecomputersociety.org/10.1109/SoCPaR.2009.18 https://www.wikidata.org/entity/Q58103317 conf/socpar/2009 db/conf/socpar/socpar2009.html#NgPH09 Abdollah Dehzangi Chin Kuan Ho Nur Amirah Ishak Suraya Nurain Kalid Kok-Chin Khor Ehsan Mohandesi Somnuk Phon-Amnuaisuk Gee-Kok Tong Wun-She Yap Nur Sara Zainudin