… Teller Machine (ATM) cash demand forecasting. Cash shortage adversely affects customer
satisfaction, while too much cash reduces bank’s profitability. We have developed an …

… This paper aims at bridging this gap by encapsulating all the literature related to AI-based
techniques for cash demand prediction, ATM failure, ATM location, listing the key data sets/…

… cash placed in ATMs to avoid cashout-of-flow situations. [2] conducted a survey on Cash
Demand Forecasting … Vector Regressor and Artificial Neural Network and which one give the …

… Figure 1 depicts daily cash withdrawals of one ATM in the data set and is exemplary for
the other time series considered in this study. Further evidence on seasonality and calendar …

… The second forecasting technique … ANN to forecast a daily cash demand for every ATM in
the network and on the optimization procedure to forecast the optimal cash load for every ATM. …

… Cash demand forecasting for ATM using neural networks and support vector regression
algorithms. In: 20th International Conference, Euro Mini Conference Continuous Optimization …

… Simutis, R., Dilijonas, D., and Bastina, L., Cash demand forecasting for ATM using neural
networks and support vector regression algorithms, In 20th EURO Mini Conference, Vilnius, …

… acceptable client’s demand modeling for cash deposit and withdrawal in ATMs and in local
… approaches of forecasting client’s deposits and withdrawals in the ATM network in the largest …

… The first issue faced in using these data to model the demand for cash is that there are days
when ATMs are out of service, and we do not want the demand forecasts to be artificially low …

… First, we would like to integrate it with the cash demand forecasting model in order to create
a complete solution. Second, it will be helpful to develop a user friendly tooling environment …