Applications of ANNs in Stock Market Prediction: A Survey

Abstract

This paper surveys recent literature in the domain of machine learning techniques and artificial intelligence used to predict stock market movements. Artificial Neural Networks (ANNs) are identified to be the dominant machine learning technique in stock market prediction area.

Authors and Affiliations

Sneha Soni

Keywords

Related Articles

DETERMINING OPTIMIZED LEARNING PATH FOR AN ELEARNING SYSTEM USING ANT COLONY OPTIMIZATION ALGORITHM

This paper analyzes the optimized learning path based on the behavior of student’s pattern by applying ant colony optimization algorithm in e-learning application. The behavior of pattern is analyzed based on the behavio...

An Effective Approach for Web Document Classification using FP-Growth and Naïve Bayes Techniques

Exponential growth of the web increased the importance of web documents classification and data mining. To get the exact information, in the form of knowing what classes a web document belongs to, is expensive. Automatic...

Performance Evaluation of Edge-based Video Error Concealment using H.264 Flexible Macroblock Ordering

This paper evaluates the directional interpolation scheme used widely for spatial error concealment in the H.264/AVC video coding standard using Flexible Macroblock Ordering (FMO). A mathematical analysis of FMO is prese...

Prime Generating Algorithms by Skipping Composite Divisors

Three elementary versions of simple prime generating sieves have already been improved by skipping even divisors other than 2. All composite integers are multiples of primes. Taking help of the transitivity property of d...

IMPACT AND UTILIZATION OF PROJECTORS IN HIGHER EDUCATION WITH LOW ENERGY CONSUMPTION AND LAST LONG BATTIES IN WSN ENVIRONMENT

It has been observed that in Higher Education there is no proper utilization of modern techniques and utilization of ICT. There are several types of modern technology used in class room to delivered lectures so, that stu...

Download PDF file
  • EP ID EP161203
  • DOI -
  • Views 121
  • Downloads 0

How To Cite

Sneha Soni (2011). Applications of ANNs in Stock Market Prediction: A Survey. International Journal of Computer Science & Engineering Technology, 2(3), 71-83. https://europub.co.uk/articles/-A-161203