Title:

Objective classification of empirical probability distributions and the issue of event detection, Journal of Telekommunications and Information Technology, 2008, nr 3

Creator:

Granat, Janusz ; Wierzbicki, Andrzej P.

Subject and Keywords:

event detection ; multicriteria analysis ; objective classification

Description:

The paper concentrates on the issue of classification of empirical probability distributions (histograms), which is useful both in management situations and in event detection or event mining. While existing approaches to event detection concentrate on the use of selected moments or other characteristics of empirical probability distributions, we postulate that full empirical distribution preserves more of needed information then selected moments of this distribution, thus multiple criteria classification of distributions can be most effective in event detection.

Publisher:

Instytut Łączności - Państwowy Instytut Badawczy, Warszawa

Date:

2008, nr 3

Resource Type:

artykuł

Format:

application/pdf

DOI:

10.26636/jtit.2008.3.882

ISSN:

1509-4553

eISSN:

1899-8852

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności