1. How to submit my research paper? What’s the process of publication of my paper?
The journal receives submitted manuscripts via email only. Please submit your research paper in .doc or .pdf format to the submission email: joace@ejournal.net.
2.Can I submit an abstract?
The journal publishes full research papers. So only full paper submission...[Read More]

Stock Price Forecasting using Support Vector Machines and Improved Particle Swarm Optimization

M. Karazmodeh , S. Nasiri, and S. Majid Hashemi
Eastern Mediterranean University /Banking and Finance, Famagusta, North Cyprus, Turkey
Abstract—The present paper employs an Particle Swarm Optimization (PSO) Improved via Genetic Algorithm (IPSO) based on Support Vector Machines (SVM) for efficient prediction of various stock indices. The main difference between PSO and IPSO is shown in a graph. Different indicators from the technical analysis field of study are used as input features. To forecast the price of a stock, the correlation between stock prices of different companies has been used. It is in general observed that the proposed model is computationally more efficient, prediction wise more accurate and more robust against other researches done by standard PSOSVM based model.

Index Terms—Particle Swarm Optimization, Support Vector Machines, Stock Market forecasting, IPSOSVM, PSOSVM, Intelligent Algorithms

Cite: M. Karazmodeh, S. Nasiri, and S. Majid Hashemi, "Stock Price Forecasting using Support Vector Machines and Improved Particle Swarm Optimization," International Journal of Electrical Energy, Vol.1, No.2, pp. 173-176, March 2013. doi: 10.12720/joace.1.2.173-176Cite: Atefeh Khosravi and Nasser Modiri, "Service Oriented Architecture Essentiality as a Best-Practice for the Development of Large Software Projects," Journal of Automation and Control Engineering, Vol.1, No.2, pp. 170-172, June 2013

 
Copyright © 2018-2022 Journal of Automation and Control Engineering, All Rights Reserved
E-mail: joace@ejournal.net