Predictive time series analysis of stock prices using neural network classifier
Journal Title: International Journal of Computer Science & Engineering Technology - Year 2014, Vol 5, Issue 3
Abstract
The work pertains to developing financial forecasting systems which can be used for performing an in-depth analysis of the stocks prices, downloading/importing data from the various locations and analyzing that data and producing charts to determine statistical trends. There on it describes to perform a time series predictive analysis of the stocks data that we have and plot the various opening and closing prices of the stocks and then convert it to time series data so that we can proceed and perform a time series predictive analysis thereby predicting the h-days closing prices of a certain stock using the neural networks classification algorithm. The implementation is done using the open source software R & WEKA thereby aiming to reduce the analytics cost for any organization.
Authors and Affiliations
Abhinav Pathak
Keywords
Related Articles
- EP ID EP121316
- DOI -
- Views 94
- Downloads 0
Secure Routing Backup Protocol for MANET from Selective Forwarding Attack
In the recent years, wireless technology has enjoyed a tremendous rise in popularity and usage, thus opening new fields of applications in the domain of networking. One of the most important of these fields concerns mobi...
Detection of Packet Dropping and Modification in Wireless Sensor Network
Security is crucial for wireless sensor networks deployed in hostile environments. The packet droppers and packet modifiers may be random. Identifying such attacks is very difficult and sometimes impossible. In this pape...
Web Image Search Reranking Using CBIR
The existing image retrieval process is based on text-based approach where the input to the search engine is given as the text. Typically, in the development of an image requisition system, semantic image retrieval relie...
Efficient Color Tracking from Images and Real time Video
Recent trends in technology aim to build highly interactive and easy to use applications using non conventional interaction devices such as Web Cam, Projector, Data Gloves etc. Among them Web Cam can be used for developm...
A Survey on Nanorobotics Technology
Nanorobotics is an upcoming technology field of creating robots whose components are at or close to the microscopic scale of a nanometer. To be more precise, Nanorobotics is the nanotechnology technique of building and f...