Software Engineering White Papers
An Study on Data Mining Methods for Short-Term Forecasting of the Extra Virgin Olive Oil Price in the Spanish Market
Overview This paper presents the adaptation of an evolutionary cooperative competitive RBFN learning algorithm, CO2RBFN, for short-term forecasting of extra virgin olive oil price. The olive oil time series has been analyzed with a new evolutionary proposal for the design of RBFNs, CO2RBFN. Results obtained has been compared with ARIMA models and other dada mining methods such as a fuzzy system developed with a GA-P algorithm, a multilayer perceptron trained with a conjugate gradient algorithm and a radial basis function network trained with a LMS algorithm. The experimentation shows the high efficacy reached for the applied methods, specially for data mining methods which have slightly outperformed ARIMA methodology.
| Publisher | Universidad de Jaen | File Format | |
|---|---|---|---|
| Date Published | July 2008 | ||
| Format | White Papers | ||
| Topics | |||
-
Did you find this white paper useful?
White Paper RSSMarket-Leading Data-Modeling Tools: Research Report from the Burton Group
DownloadThe Burton Group provides an in-depth research report on Market-Leading Data-Modeling Tools. According to their research, basic data modeling tools have become commoditized - basic features are yesterday's...
TechRepublic Resource Guide: Software as a Service (SaaS) for Small and Midsize Businesses (SMBs)
Small and midsize businesses (SMBs) face the same challenges as larger companies when it comes to cutting costs and saving money in a difficult economy. Many are now turning...
Developing Something for Nothing with SQL Server
When looking for no-cost software development solutions, does "free" always mean "free?" Is the free solution scalable? What about support? How long will it be "in play?" Are there legal...
Software Self-Healing Using Collaborative Application Communities
Software monocultures are usually considered dangerous because their size and uniformity represent the potential for costly and widespread damage. The emerging concept of collaborative security provides the opportunity to re-examine...
Hosted Hosting: Should Service Providers Go Hosted?
No one can argue the fact that the IT industry, even in these troubled economic times, is continuously developing at astounding rates. This can be seen across all sectors of...
