This paper offers a brief review and analysis of potential indicators in stock index prediction and discusses the current state-of-the-art research. Forecasting price movements in the stock market has been a major challenge for common investors, businesses, brokers, and speculators. With the...

Neural networks are perhaps the most significant forecasting tool to be applied to the financial markets in recent years and are gaining ascendancy because of reports of their success. This paper checks out the classification capability of Radial Basis Function Networks (RBF), Multi-Layer...

Data security and privacy are important issues in the success of a financial business operation. Implementing and applying policies related to data security and privacy, therefore, has become one of the core and important activities for large organisations. The data classification process can be...

This paper introduces the development aspects of an intelligent agent for mutual fund investment decisions. The success of next-generation Enterprise Resource Planning (ERP) systems mainly depends on making intelligent systems more useful for automated planning and strategic-level decisions,...

The objective of the current study was to investigate the major e-statement quality dimensions affecting the usage of e-statements by account holders in Malaysia, and to see how this use influenced behaviour. The study used a survey questionnaire distributed to a convenient sample of 1,000 bank...

In the insurance business, two things are considered when analysing losses: frequency of loss and severity of loss. Previous research investigated the use of artificial Neural Networks (NNs) to develop models as aids to the insurance underwriter when determining acceptability and price on...

Purpose – This paper attempts to develop a hybrid model using advanced data mining techniques for the detection of Stock Price Manipulation. The hybrid model detailed in this article elucidates the application of a Genetic Algorithm based Artificial Neural Network to classify stocks witnessing...