Výsledky vyhledávání - "Irina N. Palamar"

Probability Model Based on Cluster Analysis to Classify Sequences of Observations for Small Training Sets

Autor: Sergey S. Yulin, Irina N. Palamar

Publikováno v: Statistics, Optimization & Information Computing. 8:296-303

The problem of recognizing patterns, when there are few training data available, is particularly relevant and arises in cases when collection of training data is expensive or essentially impossible. The work proposes a new probability model MC&CL (Ma

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b02eaec13b574ab2661c65109f995e5b
https://doi.org/10.19139/soic-2310-5070-690

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Probabilistic Graphical Model Based on Growing Neural Gas for Long Time Series Classification

Autor: Irina N. Palamar, Sergey S. Yulin

Publikováno v: Modern Applied Science. 9

This article proposes a generative probabilistic graphical model with hidden states (Neural Gas Graphical Model (NGGM)) based on data approximation with a grid of "neural gas" nodes aimed at solving the problem of long time series classification. Suc

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ffd5892aa7cf683c66c62fcf1a088e94
https://doi.org/10.5539/mas.v9n2p108

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