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Pregled bibliografske jedinice broj: 163798

Descriptive Data Mining Modeling in Telecom Systems


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 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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Naslov
Descriptive Data Mining Modeling in Telecom Systems

Autori
Pejaković, Ivo ; Skočir, Zoran ; Medved, Damir

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of 12th International Conference on Software, Telecommunicatins and Computer Networks SoftCom 2004 / Rožić, Nikola ; Begušić, Dinko - Split : Univesity of Split, 2004, 199-203

Skup
12. International Conference on Software, Telecommunications & Computer Networks

Mjesto i datum
Split-Dubrovnik-Venezia, Hrvatska-Italia, 10-13.10.2004

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Data Mining ; EM ; Clustering ; Descriptive modeling

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Projekti:
0036016

Ustanove:
Kineziološki fakultet, Zagreb,
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Ivo Pejaković (autor)

Avatar Url Damir Medved (autor)

Avatar Url Zoran Skočir (autor)

Citiraj ovu publikaciju

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 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Pejaković, I., Skočir, Z. & Medved, D. (2004) Descriptive Data Mining Modeling in Telecom Systems. U: Rožić, N. & Begušić, D. (ur.)Proceedings of 12th International Conference on Software, Telecommunicatins and Computer Networks SoftCom 2004.
@article{article, year = {2004}, pages = {199-203}, keywords = {Data Mining, EM, Clustering, Descriptive modeling}, title = {Descriptive Data Mining Modeling in Telecom Systems}, keyword = {Data Mining, EM, Clustering, Descriptive modeling}, publisher = {Univesity of Split}, publisherplace = {Split-Dubrovnik-Venezia, Hrvatska-Italia} }
@article{article, year = {2004}, pages = {199-203}, keywords = {Data Mining, EM, Clustering, Descriptive modeling}, title = {Descriptive Data Mining Modeling in Telecom Systems}, keyword = {Data Mining, EM, Clustering, Descriptive modeling}, publisher = {Univesity of Split}, publisherplace = {Split-Dubrovnik-Venezia, Hrvatska-Italia} }




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