Analysis of stochastic models of identification clouds
This paper deals with problem of automatic keywords assignment for scientific publications. In recent papers proposed identification clouds based classification algorithms are analysed and compared to popular alternavite methods. The efficiency of algorithms is estimated through real data based exp...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Vilnius University Press
2005-12-01
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| Series: | Lietuvos Matematikos Rinkinys |
| Subjects: | |
| Online Access: | https://www.journals.vu.lt/LMR/article/view/26674 |
| _version_ | 1797194476901367808 |
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| author | Vaidas Balys Rimantas Rudzkis |
| author_facet | Vaidas Balys Rimantas Rudzkis |
| author_sort | Vaidas Balys |
| collection | DOAJ |
| description |
This paper deals with problem of automatic keywords assignment for scientific publications. In recent papers proposed identification clouds based classification algorithms are analysed and compared to popular alternavite methods. The efficiency of algorithms is estimated through real data based experiments. Conclusions about practical aspects and applicability of proposed algorithms are drawn.
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| first_indexed | 2024-03-07T15:40:51Z |
| format | Article |
| id | doaj.art-a099910174a84fa189497e379c120f72 |
| institution | Directory Open Access Journal |
| issn | 0132-2818 2335-898X |
| language | English |
| last_indexed | 2024-04-24T05:56:54Z |
| publishDate | 2005-12-01 |
| publisher | Vilnius University Press |
| record_format | Article |
| series | Lietuvos Matematikos Rinkinys |
| spelling | doaj.art-a099910174a84fa189497e379c120f722024-04-23T09:01:33ZengVilnius University PressLietuvos Matematikos Rinkinys0132-28182335-898X2005-12-0145spec.10.15388/LMR.2005.26674Analysis of stochastic models of identification cloudsVaidas Balys0Rimantas Rudzkis1Institute of Mathematics and InformaticsInstitute of Mathematics and Informatics This paper deals with problem of automatic keywords assignment for scientific publications. In recent papers proposed identification clouds based classification algorithms are analysed and compared to popular alternavite methods. The efficiency of algorithms is estimated through real data based experiments. Conclusions about practical aspects and applicability of proposed algorithms are drawn. https://www.journals.vu.lt/LMR/article/view/26674identification cloudskeywordsclassification algorithms |
| spellingShingle | Vaidas Balys Rimantas Rudzkis Analysis of stochastic models of identification clouds Lietuvos Matematikos Rinkinys identification clouds keywords classification algorithms |
| title | Analysis of stochastic models of identification clouds |
| title_full | Analysis of stochastic models of identification clouds |
| title_fullStr | Analysis of stochastic models of identification clouds |
| title_full_unstemmed | Analysis of stochastic models of identification clouds |
| title_short | Analysis of stochastic models of identification clouds |
| title_sort | analysis of stochastic models of identification clouds |
| topic | identification clouds keywords classification algorithms |
| url | https://www.journals.vu.lt/LMR/article/view/26674 |
| work_keys_str_mv | AT vaidasbalys analysisofstochasticmodelsofidentificationclouds AT rimantasrudzkis analysisofstochasticmodelsofidentificationclouds |