A mixed frequency approach to the forecasting of private consumption with ATM/POS data

C Duarte, PMM Rodrigues, A Rua - International Journal of Forecasting, 2017 - Elsevier
… ) and points-of-sale (POS) for nowcasting and forecasting quarterly … Given the substantial
use of ATM/POS technology in Portugal… We find that ATM/POS data display a better forecast

Sound branch cash management for less: a low-cost forecasting algorithm under uncertain demand

JG Cabello, FJ Lobillo - Omega, 2017 - Elsevier
cash … when forecasting the cash amounts that the branch might require from the central hub
to satisfy all branch necessities, avoiding the generation of either surplus or shortage of cash. …

[HTML][HTML] Forecasting Needful Liquidity Automatic Teller Machines (ATM) With Linear Model (ARIMA) and Non Linear (Neural Networks)

E Abbasi, F Rastegarnia, F Ebrahimi - Quarterly Journal of The Macro and …, 2015 - jmsp.ir
… The statistical case of the research consisted of 7 ATMS of Economic Mehr Bank in Razavi …
amount of cash taking from ATM using nonlinear method of artificial neural networks with multi…

Pareto improvement and joint cash management optimisation for banks and cash-in-transit firms

KC Ágoston, G Benedek, Z Gilányi - European Journal of Operational …, 2016 - Elsevier
… on a Baumol-type cash demand forecast for a … the ATM cash management problem as one
single problem. Therefore, we use a simple Baumol-type model to forecast the cash demand. …

Combining Traditional Optimization and Modern Machine Learning: A Case in ATM Replenishment Optimization

HR Joseph - Progress in Industrial Mathematics at ECMI 2014 18, 2016 - Springer
… F L, T−1 represents cash remaining in the cartridge after withdrawal in the previous hour,
T − 1. W L, T represents the demand forecast for the next 4 h, obtained from the above, data …

ATM service cost optimization using predictive encashment strategy

V Grozin, A Natekin, A Knoll - … of Images, Social Networks and Texts: 4th …, 2015 - Springer
Cash demand forecasting for ATM using neural networks and support vector regression
algorithms. In: 20th EURO Mini Conference “Continuous Optimization and Knowledge-Based …

Addressing the limitations of forecasting banknote demand

C Miller - 2017 - econstor.eu
… and in this paper all cash demand from the shadow … ATMs per person pushes up demand
for cash. This might reflect the fact that the banking sector requires extra cash to stock the ATMs

Improving Cash Availability of ATM using Lean Replenishment Pull for Sharia Bank in Indonesia

T Herdi, A Dores - Manajemen Bisnis, 2020 - ejournal.umm.ac.id
… Studies show that companies should consider continuous recalculation of the reorder
level, based on real time demand forecasting. This means a replenishment is triggered by …

Analyzing Replenishment Policies for Automated Teller Machines

D Orhan, ME Genevois - … on Intelligent Manufacturing and Service Systems, 2023 - Springer
cash demand of ATMs before. It is generally used for production planning or sales forecasting
Neural networks may be used for cash demand forecasting. Venkatesh et al. state that four …

[PDF][PDF] An analytical framework for the forecasting and risk assessment of demand for Fed cash services

J Gerst, DJ Wilson - Federal Reserve Bank of San Francisco (March 14 …, 2011 - frbsf.org
… affecting cash accessibility is the number of ATM terminals in … cash demand forecasts using
this approach (they are available from the authors upon request) and found that the forecasts