State-of-the-art in artificial neural network applications: A survey

OI Abiodun, A Jantan, AE Omolara, KV Dada… - Heliyon, 2018 - cell.com
This is a survey of neural network applications in the real-world scenario. It provides a
taxonomy of artificial neural networks (ANNs) and furnish the reader with knowledge of …

Artificial neural networks in business: Two decades of research

M Tkáč, R Verner - Applied Soft Computing, 2016 - Elsevier
In recent two decades, artificial neural networks have been extensively used in many
business applications. Despite the growing number of research papers, only few studies …

Digitalisation and big data mining in banking

H Hassani, X Huang, E Silva - Big Data and Cognitive Computing, 2018 - mdpi.com
Banking as a data intensive subject has been progressing continuously under the promoting
influences of the era of big data. Exploring the advanced big data analytic tools like Data …

Experimental analysis of hyperparameters for deep learning-based churn prediction in the banking sector

E Domingos, B Ojeme, O Daramola - Computation, 2021 - mdpi.com
Until recently, traditional machine learning techniques (TMLTs) such as multilayer
perceptrons (MLPs) and support vector machines (SVMs) have been used successfully for …

Towards a social and context-aware mobile recommendation system for tourism

R Colomo-Palacios, FJ García-Peñalvo… - Pervasive and Mobile …, 2017 - Elsevier
Loyalty in tourism is one of the main concerns for tourist organizations and researchers
alike. Recently, technology in general and CRM and social networks in particular have been …

Criminal intention detection at early stages of shoplifting cases by using 3D convolutional neural networks

GA Martínez-Mascorro, JR Abreu-Pederzini… - Computation, 2021 - mdpi.com
Crime generates significant losses, both human and economic. Every year, billions of dollars
are lost due to attacks, crimes, and scams. Surveillance video camera networks generate …

Feature construction for fraudulent credit card cash-out detection

Y Wu, Y Xu, J Li - Decision Support Systems, 2019 - Elsevier
As a type of credit card fraud behavior, fraudulent cash-out causes banks and companies to
incur huge losses. Furthermore, such organizations lack effective methods to detect …

Using decision tree and artificial neural network to predict students academic performance

YS Alsalman, NKA Halemah, ES AlNagi… - … on information and …, 2019 - ieeexplore.ieee.org
Student Academic Performance is a great concern for academic institutions in all levels of
academic years. Techniques like classification, clustering and association are provided by …

Deep learning and implementations in banking

H Hassani, X Huang, E Silva, M Ghodsi - Annals of Data Science, 2020 - Springer
Data-driven technologies have been changing every aspect of human life and the fast-
developing banking sector with its data-rich nature has become the implementation field of …

Blockchain-based framework for secure transaction in mobile banking platform

JB Awotunde, RO Ogundokun, S Misra… - … Intelligent Systems: 20th …, 2021 - Springer
Blockchain is the growing technical technology that has attracted interest from around the
world. This technology makes the transfer of money possible and makes transactions …