… banking system is cash demand forecasting for ATMs (Automated Teller … forecasting ATM
cash demand in this research include: Forecasting by statistical method, MLP neural network …

… on whether weekly rather daily forecasts are needed. Various methods have been studied
for demand forecasting in various contexts, not only in ATM cash demand forecasting, as we …

… of ATMs funding and encashment. This paper focuses on forecasting customer cash demand,
… time series and approaches used specifically for the cash demand forecasting problem. …

… it is able to reduce the ATM operational cost compared with the other state-of-the-art cash
demand prediction schemes. Index Terms—cash replenishment planning, deep learning, ATM…

… This research aims to determine the factors involved with predicting the cash demand for
an ATM and try to explore the possibilities of an in-house cash demand prediction system for a …

… To the best of our knowledge, there are only five studies that integrate cash demand forecasts
into the replenishment policy optimization problem: (Simutis, Dilijonas, Bastina, Friman, & …

… They do not perform demand forecasting part. To the best of our knowledge, [25] was the
only study that integrates the cash demand forecast into replenishment decision making. Finally…

… to forecast the daily cash demand. Some papers discussed the optimization of replenishment
… for every ATM using GA. Others also discussed about the fuzzy clustering of ATMs with …

… The area of cash demand forecasting in ATM is not new. Neural networks and SVR techniques
are successfully applied in the past [1, 2] using the month, day, week numbers and other …

… Cash demand forecasting for ATM using neural networks and support vector regression …
A flexible neural network for ATM cash demand forecasting. Proceedings of the sixth WSEAS …