Investigating a new design pattern for efficient implementation of prediction algorithms

TitleInvestigating a new design pattern for efficient implementation of prediction algorithms
Publication TypeJournal Article
Year of Publication2013
AuthorsGellert, A, Florea, A
JournalJournal of Digital Information Management
Volume11
Issue5
Pagination366 - 377
Date Published2013
KeywordsDesign 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.

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