1 | Zikarienė, Eglė; Dučinskas, Kęstutis. Discriminant analysis of environmental data based on zero inflated spatial auto-beta models // Spatial statistics. Oxford : Elsevier Sci Ltd. ISSN 2211-6753. 2023, vol. 53, art. no. 100724, p. [1-10]. DOI: 10.1016/j.spasta.2022.100724. |
2 | Karaliutė, Marta; Dučinskas, Kęstutis. Performance of the supervised generative classifiers of spatio-temporal areal data using various spatial autocorrelation indexes // Nonlinear analysis: modelling and control. Vilnius : Vilniaus universiteto leidykla. ISSN 1392-5113. eISSN 2335-8963. 2023, vol. 28, no. 2, p. 250-263. DOI: 10.15388/namc.2023.28.31434. |
3 | Dučinskas, Kęstutis; Dreižienė, Lina. On the classification error rates in terms of semivariograms for Gaussian universal kriging models = Klasifikavimo klaidos vertinimas, pagrįstas semivariogramomis Gauso universalaus krigingo modeliui // Lietuvos statistikos darbai. Vilnius : Vilniaus universiteto leidykla. ISSN 1392-642X. eISSN 2029-7262. 2021, t. 60, Nr. 1, p. 1-7. DOI: 10.15388/LJS.2021.26442. |
4 | Zikarienė, Eglė; Dučinskas, Kęstutis. Application of spatial auto-beta models in statistical classification = Erdvinių auto-beta modelių taikymas statistiniame klasifikavime // Lietuvos matematikos rinkinys. Ser. A. Vilnius : Vilniaus universiteto leidykla. ISSN 0132-2818. eISSN 2335-898X. 2021, t. 62, p. 36-43. DOI: 10.15388/LMR.2021.25219. |
5 | Karaliutė, Marta; Dučinskas, Kęstutis. Supervised linear classification of Gaussian spatio-temporal data = Tiesinė diskriminantinė gausinių erdvės-laiko duomenų analizė // Lietuvos matematikos rinkinys. Ser. A. Vilnius : Vilniaus universiteto leidykla. ISSN 0132-2818. eISSN 2335-898X. 2021, t. 62, p. 9-15. DOI: 10.15388/LMR.2021.25214. |
6 | Ducinskas, Kestutis; Dreiziene, Lina. Actual error rates in linear discrimination of spatial Gaussian data in terms of semivariograms // Communications in statistics - theory and methods. Philadelphia : Taylor & Francis INC. ISSN 0361-0926. eISSN 1532-415X. 2023, vol. 52, no. 9, p. 3165-3173. DOI: 10.1080/03610926.2021.1968903. |
7 | Karaliutė, Marta; Dučinskas, Kęstutis. Classification of Gaussian spatio-temporal data with stationary separable covariances // Nonlinear analysis : modelling and control. Vilnius : Vilniaus universiteto leidykla. ISSN 1392-5113. eISSN 2335-8963. 2021, vol. 26, no. 2, p. 363-374. DOI: 10.15388/namc.2021.26.22359. |
8 | Ducinskas, Kestutis; Dreiziene, Lina. Performance evaluations of Gaussian spatial data classifiers based on hybrid actual error rate estimators // Austrian journal of statistics: Special Issue CDAM conference. Wien : ÖSG. ISSN 1026-597X. 2020, vol. 49, no. 4, p. 27-34. DOI: 10.17713/ajs.v49i4.1122. |
9 | Zikarienė, Eglė; Dučinskas, Kęstutis. Implementation of generalized additive models for spatial beta regression // Computer data analysis and modeling: stochastics and data science : proceedings of the XII international conference, Minsk, September 18-22, 2019. Minsk : Belarusian State University, 2019. ISBN 9789855668115. p. 341-343. Prieiga per internetą: <http://elib.bsu.by/handle/123456789/233315>. |
10 | Dučinskas, K.; Dreiziene, L. Spatial model selection based on hybrid performance measure of linear classifier // Computer data analysis and modeling: stochastics and data science : proceedings of the twelfth international conference : Minsk, September 18-22, 2019. Minsk : Belarusian State University, 2019. ISBN 9789855668115. p. 17-20. Prieiga per internetą: <http://elib.bsu.by/bitstream/123456789/233316/1/Computer%20Data%20Analysis%20and%20Modeling.pdf>. |
11 | Karaliutė, Marta; Dučinskas, Kęstutis; Šaltytė-Vaisiauskė, Laura. Expected error rate in linear discrimination of balanced spatial Gaussian time series // Computer data analysis and modeling: stochastics and data science : proceedings of the XII international conference : Minsk, September 18-22, 2019. Minsk : Belarusian State University, 2019. ISBN 9789855668115. p. 172-175. Prieiga per internetą: <http://elib.bsu.by/bitstream/123456789/233358/1/172-175.pdf>. |
12 | Dreiziene, Lina; Ducinskas, Kestutis. Comparison of spatial linear mixed models for ecological data based on the correct classification rates // Spatial statistics. Oxford : Elsevier. ISSN 2211-6753. 2020, vol. 35, art. no. 100395, p. [1-10]. DOI: 10.1016/j.spasta.2019.100395. |
13 | Karaliutė, Marta; Dučinskas, Kęstutis; Šaltytė-Vaisiauskė, Laura. Expected error regret in linear discrimination of balanced spatial Gaussian time series // DAMSS 2018 : 10th international workshop on "Data analysis methods for software systems" : Druskininkai, Lithuania, November 29 - December 1, 2018 : [abstract book]. Vilnius : Vilnius University Press, 2018. ISBN 9786090700433. p. 42. |
14 | Dučinskas, Kęstutis; Dreižienė, Lina. Performance evaluations for supervised classifiers of Gaussian random field observations // DAMSS 2018 : 10th international workshop on "Data analysis methods for software systems" : Druskininkai, Lithuania, November 29 - December 1, 2018 : [abstract book]. Vilnius : Vilnius University Press, 2018. ISBN 9786090700433. p. 23. |
15 | Dreiziene, L.; Ducinskas, K.; Saltyte-Vaisiauske, L. Statistical classification of multivariate conditionally autoregressive Gaussian random field observations // Spatial statistics. Oxford : Elsevier. ISSN 2211-6753. 2018, vol. 28, p. 216-225. DOI: 10.1016/j.spasta.2018.03.006. |
16 | Dučinskas, Kęstutis; Dreižienė, Lina. Risks of classification of the Gaussian Markov random field observations // Journal of classification. New York : Springer. ISSN 0176-4268. eISSN 1432-1343. 2018, vol. 35, iss. 3, p. 422-436. DOI: 10.1007/s00357-018-9269-7. |