Descriptive Data Mining Modeling in Telecom Systems (CROSBI ID 500031)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
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