Title | Investigating a new design pattern for efficient implementation of prediction algorithms |
Publication Type | Journal Article |
Year of Publication | 2013 |
Authors | Gellert, A, Florea, A |
Journal | Journal of Digital Information Management |
Volume | 11 |
Issue | 5 |
Pagination | 366 - 377 |
Date Published | 2013 |
Keywords | Design patterns, Markov Chain, Multi-layer perceptron, Predictor, Reusable object-oriented software |
Abstract | In our previously published researches we used different prediction algorithms to solve several problems in computer architecture and ubiquitous computing. During the time, we observed what is common among different solutions and also what can differentiate these solutions. Therefore, due to our experience in designing predictors, we are able now to propose a simple and efficient general solution for any problem that implies prediction. Since prediction is a widely used technique in many fields, our proposed design pattern can be very useful for software developers. |
URL | http://www.scopus.com/inward/record.url?eid=2-s2.0-84890511699&partnerID=40&md5=d755a7c4e09429fec9144a9ed21aa353 |