[PDF][PDF] Approximating methodology: Managing cash in automated teller machines using fuzzy ARTMAP network

N Arora, JKR Saini - International Journal of Enhanced Research in …, 2014 - Citeseer
Determining an optimized amount of cash in bank's Automatic Teller Machines (ATM) is a
tricky job, as the demand for cash fluctuates due to change in customer's behavior …

[PDF][PDF] Cash demand forecasting for ATM using neural networks and support vector regression algorithms

R Simutis, D Dilijonas, L Bastina - 20th International Conference …, 2008 - morphisinc.com
In this paper two different methods are used to forecast the daily cash demand for automatic
teller machines (ATM). The first method is based on flexible artificial neural network (ANN) …

Potential indicators based neural networks for cash forecasting of an ATM

PS Mishra, S Dehuri - Nature-Inspired Computing: Concepts …, 2017 - igi-global.com
Cash forecasting is one of the important tasks in the domain of computational finance. A
number of tools have been developed by various groups of researchers and are being used …

[PDF][PDF] An approach to improve forecasting cash demand at ATMs using fuzzy logic

M Javanmard - International Journal of Computer Science and …, 2016 - academia.edu
Cash can be seen as a fast moving consumer good. The mass of the issues facing today's
ATMs cash demand forecasting optimization may help banks to manage the system …

[PDF][PDF] A flexible neural network for ATM cash demand forecasting

R Simutis, D Dilijonas, L Bastina… - Proceedings of the sixth …, 2007 - academia.edu
The paper presents an artificial neural network based approach in support of cash demand
forecasting for automatic teller machine (ATM). On the start phase a three layer feed-forward …

Towards optimal ATM cash replenishment using time series analysis

M Rafi, MT Wahab, MB Khan… - Journal of Intelligent & …, 2021 - content.iospress.com
Abstract Automatic Teller Machine (ATM) are still largely used to dispense cash to the
customers. ATM cash replenishment is a process of refilling ATM machine with a specific …

[PDF][PDF] Using fuzzy logic (type II) in the intelligent ATMs' cash management

M Zandevakili, M Javanmard - … Journal of Applied and Basic Sciences, 2014 - academia.edu
The mass of the issues facing today's ATMs, cash management optimization can help banks
to manage the system dynamically. The main question in this optimization is, forecasting …

[PDF][PDF] A methodology to improve cash demand forecasting for ATM network

SM Darwish - International journal of Computer and electrical …, 2013 - academia.edu
ATM network is a challenging task as the chronological cash demand for every ATM
fluctuates with time and often superimposed with non-stationary behavior of users. In order …

Optimization of cash management for ATM network

R Simutis, D Dilijonas, L Bastina, J Friman… - … technology and control, 2007 - itc.ktu.lt
This paper presents an approach to cash management for automatic teller machine (ATM)
network. This approach is based on an artificial neural network to forecast a daily cash …

The optimization of forecasting ATMs cash demand of Iran banking network using LSTM deep recursive neural network

S Poorzaker Arabani… - Journal of Operational …, 2019 - jamlu.liau.ac.ir
One of the problems of the banking system is cash demand forecasting for ATMs (Automated
Teller Machine). The correct prediction can lead to the profitability of the banking system for …