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 …

Credit scoring has been regarded as a core appraisal tool of different institutions during the
last few decades and has been widely investigated in different areas, such as finance and …

This paper explores the applications of data mining techniques in accounting and proposes
an organizing framework for these applications. A large body of literature reported on …

Neural networks are being used in areas of prediction and classification, the areas where
statistical methods have traditionally been used. Both the traditional statistical methods and …

This research presents a comparative analysis of the wind speed forecasting accuracy of
univariate and multivariate ARIMA models with their recurrent neural network counterparts …

ABSTRACT The importance of Big Data and Artificial Intelligence in the fields of accounting
and auditing is beyond doubt. However, to date, the influence of these technologies on …

The linear regression model remains an important workhorse for data scientists. However,
many data sets contain many more predictors than observations. Besides, outliers, or …

Zhang, Cao, and Schniederjans [W. Zhang, Q. Cao, M. Schniederjans, Neural Network
Earnings Per Share Forecasting Models: A Comparative Analysis of Alternative Methods …

The back propagation algorithm is one the most popular algorithms to train feed forward
neural networks. However, the convergence of this algorithm is slow, it is mainly because of …

Abstract Researchers apply Neural Networks widely in model prediction and data mining
because of their remarkable approximation ability. This study uses a prediction model based …