ATM Cash Flow Prediction and Replenishment Optimization with ANN
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Tarih
2019
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Kırıkkale Üniversitesi
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
ATMs are physical interaction points betweenfinancial institutions and real customers. Storing physical cash causesrenouncing to get interested. On the other hand, customer satisfaction requiresto store the necessary cash amount. This concern becomes even more critical forcountries having high-interest rate and overnight interest rates are higher. Inthis paper, we will show that daily cash withdrawals are predictable and wewill propose a cost function for replenishment optimization. Experiments showthat proposed model decrease idle balance dramatically.
Açıklama
Anahtar Kelimeler
ATM Replenishment, Cash Optimization
Kaynak
Uluslararası Mühendislik Araştırma ve Geliştirme Dergisi
WoS Q Değeri
Scopus Q Değeri
Cilt
1
Sayı
1-402
