Optimization of ATM cash replenishment with group-demand forecasts

Y Ekinci, JC Lu, E Duman - Expert Systems with Applications, 2015 - Elsevier
… The existing literature about ATM cash demand forecasting is divided into two groups. The
first group includes studies on demand forecasting at daily level. There are several studies on …

K-Means clustering with neural networks for ATM cash repository prediction

PK Jadwal, S Jain, U Gupta, P Khanna - … Systems (ICTIS 2017)-Volume 1 2, 2018 - Springer
… This paper deals with cash demand forecasting of NN5 time series data using neural … of
this paper is to forecast cash demand forecasting of NN5 data with neural networks. Further, the …

Forecasting ATM cash demands using a local learning model of cerebellar associative memory network

SD Teddy, SK Ng - International Journal of Forecasting, 2011 - Elsevier
network to produce accurate forecasts of ATM cash demands. … We evaluated the forecasting
performance of our PSECMAC … the set of ATM cash demand forecasting tasks using various …

Forecasting ATM cash demand before and during the COVID-19 pandemic using an extensive evaluation of statistical and machine learning models

A Fallahtafti, M Aghaaminiha, S Akbarghanadian… - SN computer …, 2022 - Springer
… Alongside the contributions already mentioned, this study aims to fill the gap and propose
a comprehensive evaluation for ATM cash demand prediction both before and during the …

ATM cash prediction using time series approach

M Rafi, MT Wahab, MB Khan… - 2020 3rd International …, 2020 - ieeexplore.ieee.org
… -series model for forecasting the cash demands of each ATM in a network of ATMs for a
specific … The proposed daily cash demand forecasting methods for automatics teller machines …

Forecasting cash demand in ATM using neural networks and least square support vector machine

C Ramírez, G Acuña - Progress in Pattern Recognition, Image Analysis …, 2011 - Springer
… In this work we forecast the daily ATM cash demand using dynamic models of type Nonlinear
Cash demand forecasting for ATM using neural Networks and support vector regresin …

[PDF][PDF] ATM cash demand forecasting in an Indian bank with chaos and deep learning

V Sarveswararao, V Ravi - 2020 - academia.edu
… in the ATM cash withdrawal time series of a big Indian bank and forecast the withdrawals …
For forecasting the future cash withdrawals, using algorithms namely ARIMA, random forest (…

Chaotic time series analysis with neural networks to forecast cash demand in ATMs

V Kamini, V Ravi, DN Kumar - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
… neural networks for financial forecasts in the NN5 forecasting … [8] SD Teddy, SK Ng, "Forecasting
ATM cash demands using … memory network," in International Journal of Forecasting, …

[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
… today's ATMs cash demand forecastingforecasting demand for cash from the ATM, at
specified time intervals (eg, daily or weekly or monthly). Since the structure of the demand (for cash

[引用][C] ADAPTIVE HGB REGRESSION MODEL FOR REVENUE BASED ATM CASH DEMAND FORECASTING

TV Balakrishnan, R Kalaiarasi - Jour-nal of Data Acquisition and Processing, 2023