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izvor podataka: crosbi

Descriptive Data Mining Modeling in Telecom Systems (CROSBI ID 500031)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Pejaković, Ivo ; Skočir, Zoran ; Medved, Damir Descriptive Data Mining Modeling in Telecom Systems // Proceedings of 12th International Conference on Software, Telecommunicatins and Computer Networks SoftCom 2004 / Rožić, Nikola ; Begušić, Dinko (ur.). Split: Univesity of Split, 2004. str. 199-203

Podaci o odgovornosti

Pejaković, Ivo ; Skočir, Zoran ; Medved, Damir

engleski

Descriptive Data Mining Modeling in Telecom Systems

Croatian Telecom possesses huge amounts of data which has been collected for various purposes. The pilot project was deployed to get new insights about the distribution of errors and interferences in Croatian Telecom’ s network. This paper describes the usage of descriptive data mining modeling for getting valuable insights from the observational data, the results of the analysis and possible benefits from these results. The special emphasis was given to the usage of probabilistic model-based clustering and on EM algorithm which is used for estimation of parameters of the model.

Data Mining ; EM ; Clustering ; Descriptive modeling

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Podaci o prilogu

199-203.

2004.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of 12th International Conference on Software, Telecommunicatins and Computer Networks SoftCom 2004

Rožić, Nikola ; Begušić, Dinko

Split: Univesity of Split

Podaci o skupu

12. International Conference on Software, Telecommunications & Computer Networks

predavanje

10.10.2004-13.10.2004

Venecija, Italija; Dubrovnik, Hrvatska; Split, Hrvatska

Povezanost rada

Elektrotehnika