Forecasting in financial accounting with artificial intelligence–A systematic literature review and future research agenda

M Kureljusic, E Karger - Journal of Applied Accounting Research, 2023 - emerald.com
Purpose Accounting information systems are mainly rule-based, and data are usually
available and well-structured. However, many accounting systems are yet to catch up with …

DeepThink IoT: the strength of deep learning in internet of things

D Thakur, JK Saini, S Srinivasan - Artificial Intelligence Review, 2023 - Springer
Abstract The integration of Deep Learning (DL) and the Internet of Things (IoT) has
revolutionized technology in the twenty-first century, enabling humans and machines to …

Deep-learning-enabled security issues in the internet of things

Z Lv, L Qiao, J Li, H Song - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
In order to explore the application value of deep learning denoising autoencoder (DAE) in
Internet-of-Things (IoT) fusion security, in this study, a hierarchical intrusion security …

Industrial security solution for virtual reality

Z Lv, D Chen, R Lou, H Song - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
In order to protect industrial safety, improve the operation stability of the industrial control
system, conduct the response measures for network environment attacked by the external …

Stock market prediction of Nifty 50 index applying machine learning techniques

Z Fathali, Z Kodia, L Ben Said - Applied Artificial Intelligence, 2022 - Taylor & Francis
The stock market is viewed as an unpredictable, volatile, and competitive market. The
prediction of stock prices has been a challenging task for many years. In fact, many analysts …

Systematic review of financial distress identification using artificial intelligence methods

D Kuizinienė, T Krilavičius… - Applied Artificial …, 2022 - Taylor & Francis
The study presents a systematic review of 232 studies on various aspects of the use of
artificial intelligence methods for identification of financial distress (such as bankruptcy or …

Advancing financial resilience: A systematic review of default prediction models and future directions in credit risk management

J Alvi, I Arif, K Nizam - Heliyon, 2024 - cell.com
This research presents a systematic review of a substantial body of high-quality research
articles on Default Prediction Models published from 2015 to 2024. It is a comprehensive …

Machine learning techniques in bankruptcy prediction: A systematic literature review

A Dasilas, A Rigani - Expert systems with applications, 2024 - Elsevier
The main objective of this systematic literature review is to unveil the prevailing trend of
employing cutting-edge models for bankruptcy prediction for a period spanning from 2012 to …

Effects of classification, feature selection, and resampling methods on bankruptcy prediction of small and medium‐sized enterprises

L Papíková, M Papík - Intelligent Systems in Accounting …, 2022 - Wiley Online Library
Small and medium‐sized enterprises are the pillars of an economy, and their poor
performance has a negative impact on living standards of population and country …

[PDF][PDF] Survey on highly imbalanced multi-class data

MHA Hamid, M Yusoff, A Mohamed - International Journal of …, 2022 - researchgate.net
Machine learning technology has a massive impact on society because it offers solutions to
solve many complicated problems like classification, clustering analysis, and predictions …