ATM cash demand forecasting in an Indian bank with chaos and hybrid deep learning networks

V Sarveswararao, V Ravi, Y Vivek - Expert Systems with Applications, 2023 - Elsevier
… machine (ATM) cash withdrawal time series of a large Indian commercial bank and forecast
the … For forecasting the future cash withdrawals, we employed (i) statistical technique namely …

ATM Cash demand forecasting in an Indian Bank with chaos and deep learning

S Vangala, R Vadlamani - arXiv preprint arXiv:2008.10365, 2020 - arxiv.org
… 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 (…

The improvement of forecasting ATMS cash demand of Iran banking network using convolutional neural network

S Poorzaker Arabani… - Arabian Journal for …, 2019 - Springer
… for forecasting ATM cash demand in this research include: forecasting by statistical method,
artificial neural network … of ATMs cash demand forecast and we can reduce the ATMs store …

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 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 …

[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 (…

[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

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
… 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

Optimal ATM replenishment policies under demand uncertainty

Y Ekinci, N Serban, E Duman - Operational Research, 2021 - Springer
… 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 …