Time series classification using k-Nearest neighbours, Multilayer Perceptron and Learning Vector Quantization algorithms

We are presenting results comparison of three artificial intelligence algorithms in a classification of time series derived from musical excerpts in this paper. Algorithms were chosen to represent different principles of classification – statistic approach, neural networks and competitive learning....

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis
المؤلفون الرئيسيون: Jiří Fejfar, Jiří Šťastný, Miroslav Cepl
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Mendel University Press 2012-01-01
الموضوعات:
classification
<i>k</i>-Nearest Neighbours
Multilayer Perceptron
Learning Vector Quantization
الوصول للمادة أونلاين:https://acta.mendelu.cz/60/2/0069/

الانترنت

https://acta.mendelu.cz/60/2/0069/

مواد مشابهة