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 withdrawals using deep learning (… We first modelled the chaos present in the withdrawal

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
… the ATM cash withdrawal time series of a big Indian bank and forecast the withdrawals using
deep learning methods… We first modelled the chaos present in the withdrawal time series by …

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 …

[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
… artificial neural networks for cash demand forecasting problem… affecting the cash withdrawal
and the actual cash demand. … the output variable – cash demand forecast using values of …

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

V Sarveswararao, V Ravi - 2020 - academia.edu
… the ATM cash withdrawal time series of a big Indian bank and forecast the withdrawals using
deep learning methods… We first modelled the chaos present in the withdrawal time series by …

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

S Poorzaker Arabani… - Arabian Journal for …, 2019 - Springer
… of ATMs cash demand forecast and we can reduce the ATMs store … deep learning method.
It is suggested that we use other deep learning methods for this prediction, such as the deep

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

R Simutis, D Dilijonas, L Bastina… - … intelligence, man-machine …, 2007 - academia.edu
… properties of neural network can be very pure. Therefore we proposed a special algorithm
for preparing of flexible neural network for cash demand prediction for every local ATM. The …

Cash demand forecasting in ATMs by clustering and neural networks

K Venkatesh, V Ravi, A Prinzie… - European Journal of …, 2014 - Elsevier
… MLFF is one of the most common NN structures, as they are simple and effective, and have
been employed in a wide assortment of machine learning applications. MLFF starts as a …

ATM cash prediction using time series approach

M Rafi, MT Wahab, MB Khan… - 2020 3rd International …, 2020 - ieeexplore.ieee.org
… As a result, each ATM will have two different machine learning models. The other … cash
demand forecasting methods for automatics teller machines ATM shows tolerable 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 cash demand forecasting method as an applied alternative to time series-based cash
… , but the forecasting accuracy cannot guarantee to meet cash needs and it has no adaptive …