Publications of the selected author

1

Author:
Kosiorowski Daniel , Rydlewski Jerzy P. , Snarska Małgorzata
Title:
Detecting a Structural Change in Functional Time Series Using Local Wilcoxon Statistic
Source:
Statistical Papers. - vol. 60, iss. 5 (2019) , s. 1677-1698. - Summ. - Bibliogr.
Research program:
JPR research has been partially supported by theAGHlocal GrantNo. 15.11.420.038,
MS research has been partially supported by Cracow University of Economics local Grant Nos. 045.WF.KRYF.01.2015.S.5045, 161.WF.KRYF.02.2015.M.5161, and National Science Center Grant No. NCN.OPUS.2015.17.B.HS4.02708.
DK research has been supported by the CUE local Grants 2016 and 2017 for preserving scientific resources.
2019 list:
100.00 pkt
Nr:
2168313631
article
2

Author:
Kosiorowski Daniel , Jaśko Przemysław , Szlachtowska Ewa
Conference:
The 13th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2019-05-13 do 2019-05-16
Title:
A Study of Usefulness of Selected Robust Model Based Clustering Techniques in a Digital Development Modelling
Source:
The 13th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Wydawnictwo C.H. Beck, 2019, s. 88-96. - Summ. - Bibliogr.
Research program:
DK and PJ thanks for financial support from the Ministry of Science and Higher Education within "Regional Initiative of Excellence" Programme for 2019-2022. Project no.: 021/ RID/2018/19. Total financing: 11 897 131,40 PLN
ISBN:
978-83-8158-734-1
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Full text
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Nr:
2168336987
chapter in conference materials
See main document
3

Author:
Kosiorowski Daniel , Zawadzki Zygmunt
Title:
DepthProc : an R Package for Robust Exploration of Multidimensional Economic Phenomena
Source:
Journal of Statistical Software (2019) , s. 1-59. - Summ. - Bibliogr.
Access mode:
CC-BY
2019 list:
200.00 pkt
Nr:
2168329559
article
4

Author:
Rydlewski Grzegorz , Kosiorowski Daniel
Title:
Badanie możliwości zastosowania beta-regresji do modelowania związków pomiędzy stopą bezrobocia w województwach a innymi wskaźnikami makroekonomicznymi w latach 2004-2018 = Beta-regression Application to Model Relationships between the Unemployment Rate in Voivodships and Other Macroeconomic Indicators for the Years 2004-2018
Source:
Roczniki Kolegium Analiz Ekonomicznych. - nr 55 (2019) , s. 55-67. - Summ., streszcz. - Bibliogr.
Research program:
Jerzy P. Rydlewski uprzejmie dziękuje za wsparcie finansowe ze strony AGH w Krakowie, dotacja statutowa dla WMS grant numer 16.16.420.054.
Daniel Kosiorowski uprzejmie dziękuje za wsparcie finansowe ze strony MNiSW w ramach "Regional Initiative of Excellence" Programme for 2019-2022. Project no.: 021/RID/2018/19. Total financing: 11 897 131,40 PLN. Daniel Kosiorowski dziękuje również UEK w Krakowie za wsparcie w postaci środków na utrzymanie potencjału badawczego przyznanych Wydziałowi Zarządzania na 2019 r.
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Nr:
2168339175
article
5

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy , Snarska Małgorzata
Title:
Generalized Exponential Smoothing in Prediction of Hierarchical Time Series
Source:
Statistics in Transition : new series. - vol. 19, no 2 (2018) , s. 331-350. - Summ. - Bibliogr.
Research program:
JPR research has been partially supported by the AGH UST local grant no. 15.11.420.038.
DM and JPR research has been partially supported by the Faculty of Applied Mathematics AGH UST statutory tasks within subsidy of the Ministry of Science and Higher Education, grant no. 11.11.420.004.
MS research was partially supported by NSC Grant no. OPUS.2015.17.B.HS4.02708,
DK research has been partially supported by the grant awarded to the Faculty of Management of CUE for preserving scientific resources for 2016, 2017 and 2018
Ministerial journal list:
b 15.00 pkt
Nr:
2168325091
article
6

Author:
Kosiorowski Daniel , Rydlewski Jerzy P. , Zawadzki Zygmunt
Title:
Wykrywanie funkcjonalnych obserwacji odstających na przykładzie monitorowania jakości powietrza = Functional Outliers Detection by the Example of Air Quality Monitoring
Source:
Przegląd Statystyczny = Statistical Review. - vol. 65, z. 1 (2018) , s. 83-100. - Summ., streszcz. - Bibliogr.
Access mode:
Ministerial journal list:
b 14.00 pkt
Nr:
2168329557
article
7

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy
Title:
Forecasting of a Hierarchical Functional Time Series on Example of Macromodel for the Day and Night Air Pollution in Silesia Region - a Critical Overview
Source:
Central European Journal of Economic Modelling and Econometrics (CEJEME) / eds. Jacek OSIEWALSKI, Aleksander Welfe. - vol. 10, nr 1 (2018) , s. 53-73. - Summ. - Bibliogr.
Research program:
JPR and DM's research has been partially supported by the AGH UST local grant no. 11.11.420.004 and DK's research by the grant awarded to the Faculty of Management of CUE for preserving scientific resources for 2017 and 2018
Ministerial journal list:
b 14.00 pkt
Nr:
2168323681
article
See main document
8

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy P.
Conference:
The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2018-05-08 do 2018-05-11
Title:
Outliers in Functional Time Series - Challenges for Theory and Applications of Robust Statistics
Source:
The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Foundation of the Cracow University of Economics, 2018, s. 209-218. - Summ. - Bibliogr.
Series:
(Socio-Economic Modelling and Forecasting ; no. 1)
Research program:
DK thanks for the support related to CUE grant for the research resources preservation 2018.
ISBN:
978-83-65907-20-2
Nr:
2168324353
chapter in conference materials
See main document
9

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy P.
Conference:
The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2018-05-08 do 2018-05-11
Title:
New Proposal of Robust Classifier for Functional Data
Source:
The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Foundation of the Cracow University of Economics, 2018, s. 200-208. - Summ. - Bibliogr.
Series:
(Socio-Economic Modelling and Forecasting ; no. 1)
Research program:
DK's research by the grant awarded to the Faculty of Management of CUE for preserving scientific resources for 2017 and 2018.
ISBN:
978-83-65907-20-2
Nr:
2168324351
chapter in conference materials
See main document
10

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy P.
Title:
Double Functional Median in Robust Prediction of Hierarchical Functional Time Series : an Application to Forecast Internet Service Users Behaviors
Publisher address:
New York: , 2017
Physical description:
21 s.: il.; 30 cm
Series:
(eprint arXiv ; no. 1802.05550)
Notes:
Summ., Bibliogr.
Research program:
JPR and DM's research has been partially supported by the AGHlocal grant no. 11.11.420.004 and DK's research by the CUE grant for preserving scientificresources
Access mode:
Nr:
2168337509
publishing series
11

Author:
Szlachtowska Ewa
Title:
Odporna analiza skupisk w badaniach nowej gospodarki
Publisher address:
Kraków: , 2017
Physical description:
191 k.: il.; 30 cm
Notes:
Bibliogr.
Access mode:
Signature:
eDr-407
Nr:
2168335005
doctoral dissertation
12

Author:
Kosiorowski Daniel , Szlachtowska Ewa
Conference:
The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2017-05-09 do 2017-05-12
Title:
K-local Median Algorithm for Functional Data in Empirical Analysis of Air Pollution Data
Source:
The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Foundation of the Cracow University of Economics, 2017, s. 153-162. - Summ. - Bibliogr.
Research program:
DK thanks for the support related to CUE grant for the research resources preservation 2017
ISBN:
978-83-65173-85-0
Access mode:
Full text
CC BY
Nr:
2168313935
chapter in conference materials
See main document
13

Author:
Kosiorowski Daniel , Mielczarek Dominik , Rydlewski Jerzy P.
Conference:
The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena, Zakopane, Polska, od 2017-05-09 do 2017-05-12
Title:
SVM Classifiers for Functional Data in Monitoring of the Internet Users Behaviour
Source:
The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH - Cracow: Foundation of the Cracow University of Economics, 2017, s. 143-152. - Summ. - Bibliogr.
Research program:
DK thanks for the support related to CUE grant for the research resources preservation 2017. JPR and DM thanks for the support related to AGH local grant
ISBN:
978-83-65173-85-0
Access mode:
Full text
CC BY
Nr:
2168313933
chapter in conference materials
See main document
1
Detecting a Structural Change in Functional Time Series Using Local Wilcoxon Statistic / Daniel KOSIOROWSKI, Jerzy P. Rydlewski, Małgorzata SNARSKA // Statistical Papers. - vol. 60, iss. 5 (2019), s. 1677-1698. - Summ. - Bibliogr. - ISSN 0932-5026
2
A Study of Usefulness of Selected Robust Model Based Clustering Techniques in a Digital Development Modelling / Daniel KOSIOROWSKI, Przemysław JAŚKO, Ewa Szlachtowska // W: The 13th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Cracow : Wydawnictwo C.H. Beck, 2019. - S. 88-96. - Summ. - Bibliogr. - ISBN 978-83-8158-734-1. - Pełny tekst: http://pliki.konferencjazakopianska.pl/proceedings_2019/pdf/r11.pdf
3
DepthProc : an R Package for Robust Exploration of Multidimensional Economic Phenomena / Daniel KOSIOROWSKI, Zygmunt Zawadzki // Journal of Statistical Software [on-line]. - (2019), s. 1-59. - Summ. - Bibliogr. - ISSN 1548-7660
4
Badanie możliwości zastosowania beta-regresji do modelowania związków pomiędzy stopą bezrobocia w województwach a innymi wskaźnikami makroekonomicznymi w latach 2004-2018 = Beta-regression Application to Model Relationships between the Unemployment Rate in Voivodships and Other Macroeconomic Indicators for the Years 2004-2018 / Grzegorz Rydlewski, Daniel KOSIOROWSKI // Roczniki Kolegium Analiz Ekonomicznych. - nr 55 (2019), s. 55-67. - Summ., streszcz. - Bibliogr. - Pełny tekst: http://rocznikikae.sgh.waw.pl/p/roczniki_kae_z55_04.pdf. - ISSN 1232-4671
5
Generalized Exponential Smoothing in Prediction of Hierarchical Time Series / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy Rydlewski, Małgorzata SNARSKA // Statistics in Transition : new series. - vol. 19, no 2 (2018), s. 331-350. - Summ. - Bibliogr. - Pełny tekst: http://stat.gov.pl/download/gfx/portalinformacyjny/en/defaultstronaopisowa/3550/11/1/d.kosiorowski_d.mielczarek_j.p.rydlewski_m.snarska-_generalized_exponential_smoothing....pdf. - ISSN 1234-7655
6
Wykrywanie funkcjonalnych obserwacji odstających na przykładzie monitorowania jakości powietrza = Functional Outliers Detection by the Example of Air Quality Monitoring / Daniel KOSIOROWSKI, Jerzy P. Rydlewski, Zygmunt Zawadzki // Przegląd Statystyczny = Statistical Review. - vol. 65, z. 1 (2018), s. 83-100. - Summ., streszcz. - Bibliogr. - Pełny tekst: http://keii.ue.wroc.pl/przeglad/Rok_2018/Zeszyt_1/2018_65_1_081-098.pdf. - ISSN 0033-2372
7
Forecasting of a Hierarchical Functional Time Series on Example of Macromodel for the Day and Night Air Pollution in Silesia Region - a Critical Overview / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy P. Rydlewski // Central European Journal of Economic Modelling and Econometrics (CEJEME) / eds. Jacek OSIEWALSKI, Aleksander Welfe. - vol. 10, nr 1 (2018), s. 53-73. - Summ. - Bibliogr. - Pełny tekst: http://journals.pan.pl/dlibra/publication/122190/edition/106509/content. - ISSN 2080-0886
8
Outliers in Functional Time Series - Challenges for Theory and Applications of Robust Statistics / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy P. Rydlewski // W: The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Cracow : Foundation of the Cracow University of Economics, 2018. - (Socio-Economic Modelling and Forecasting, ISSN 2545-1227 ; no. 1). - S. 209-218. - Summ. - Bibliogr. - ISBN 978-83-65907-20-2. - Pełny tekst: http://semf.pl/semf_1/pdf/Kosiorowski_Mielczarek_Rydlewski_II.pdf
9
New Proposal of Robust Classifier for Functional Data / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy P. Rydlewski // W: The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Cracow : Foundation of the Cracow University of Economics, 2018. - (Socio-Economic Modelling and Forecasting, ISSN 2545-1227 ; no. 1). - S. 200-208. - Summ. - Bibliogr. - ISBN 978-83-65907-20-2. - Pełny tekst: http://semf.pl/semf_1/pdf/Kosiorowski_Mielczarek_Rydlewski.pdf
10
Double Functional Median in Robust Prediction of Hierarchical Functional Time Series : an Application to Forecast Internet Service Users Behaviors / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy P. Rydlewski. - New York, 2017. - 21 s. : il. ; 30 cm. - Summ. - Bibliogr. - (arXiv.org / Cornell University Library, ISSN 2331-8422 ; no. 1802.05550). - Pełny tekst: https://arxiv.org/pdf/1710.02669v1.pdf
11
Odporna analiza skupisk w badaniach nowej gospodarki / Ewa Szlachtowska ; Promotor: Daniel KOSIOROWSKI. - Kraków, 2017. - 191 k. : il. ; 30 cm. - Bibliogr. - Pełny tekst: https://bg.uek.krakow.pl/e-zasoby/doktoraty_full.php?nr=1200003343
12
K-local Median Algorithm for Functional Data in Empirical Analysis of Air Pollution Data / Daniel KOSIOROWSKI, Ewa Szlachtowska // W: The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Cracow : Foundation of the Cracow University of Economics, 2017. - S. 153-162. - Summ. - Bibliogr. - ISBN 978-83-65173-85-0. - Pełny tekst: http://pliki.konferencjazakopianska.pl/proceedings_2017/pdf/Kosiorowski_Szlachtowska.pdf
13
SVM Classifiers for Functional Data in Monitoring of the Internet Users Behaviour / Daniel KOSIOROWSKI, Dominik Mielczarek, Jerzy P. Rydlewski // W: The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings / ed. Monika PAPIEŻ, Sławomir ŚMIECH. - Cracow : Foundation of the Cracow University of Economics, 2017. - S. 143-152. - Summ. - Bibliogr. - ISBN 978-83-65173-85-0. - Pełny tekst: http://pliki.konferencjazakopianska.pl/proceedings_2017/pdf/Kosiorowski_Mielczarek_Rydlewski.pdf
1
Kosiorowski D., Rydlewski J., Snarska M., (2019), Detecting a Structural Change in Functional Time Series Using Local Wilcoxon Statistic, "Statistical Papers", vol. 60, iss. 5, s. 1677-1698.
2
Kosiorowski D., Jaśko P., Szlachtowska E., (2019), A Study of Usefulness of Selected Robust Model Based Clustering Techniques in a Digital Development Modelling. [W:] Papież M., Śmiech S. (red.), The 13th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings, Cracow : Wydawnictwo C.H. Beck, s. 88-96.
3
Kosiorowski D., Zawadzki Z., (2019), DepthProc : an R Package for Robust Exploration of Multidimensional Economic Phenomena, "Journal of Statistical Software", s. 1-59.
4
Rydlewski G., Kosiorowski D., (2019), Badanie możliwości zastosowania beta-regresji do modelowania związków pomiędzy stopą bezrobocia w województwach a innymi wskaźnikami makroekonomicznymi w latach 2004-2018, "Roczniki Kolegium Analiz Ekonomicznych", nr 55, s. 55-67; http://rocznikikae.sgh.waw.pl/p/roczniki_kae_z55_04.pdf
5
Kosiorowski D., Mielczarek D., Rydlewski J., Snarska M., (2018), Generalized Exponential Smoothing in Prediction of Hierarchical Time Series, "Statistics in Transition : new series", vol. 19, no 2, s. 331-350; http://stat.gov.pl/download/gfx/portalinformacyjny/en/defaultstronaopisowa/3550/11/1/d.kosiorowski_d.mielczarek_j.p.rydlewski_m.snarska-_generalized_exponential_smoothing....pdf
6
Kosiorowski D., Rydlewski J., Zawadzki Z., (2018), Wykrywanie funkcjonalnych obserwacji odstających na przykładzie monitorowania jakości powietrza, "Przegląd Statystyczny", vol. 65, z. 1, s. 83-100; http://keii.ue.wroc.pl/przeglad/Rok_2018/Zeszyt_1/2018_65_1_081-098.pdf
7
Kosiorowski D., Mielczarek D., Rydlewski J., (2018), Forecasting of a Hierarchical Functional Time Series on Example of Macromodel for the Day and Night Air Pollution in Silesia Region - a Critical Overview, "Central European Journal of Economic Modelling and Econometrics (CEJEME)", vol. 10, nr 1, s. 53-73; http://journals.pan.pl/dlibra/publication/122190/edition/106509/content
8
Kosiorowski D., Mielczarek D., Rydlewski J., (2018), Outliers in Functional Time Series - Challenges for Theory and Applications of Robust Statistics. [W:] Papież M., Śmiech S. (red.), The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings (Socio-Economic Modelling and Forecasting; no. 1), Cracow : Foundation of the Cracow University of Economics, s. 209-218.
9
Kosiorowski D., Mielczarek D., Rydlewski J., (2018), New Proposal of Robust Classifier for Functional Data. [W:] Papież M., Śmiech S. (red.), The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings (Socio-Economic Modelling and Forecasting; no. 1), Cracow : Foundation of the Cracow University of Economics, s. 200-208.
10
Kosiorowski D., Mielczarek D., Rydlewski J., (2017), Double Functional Median in Robust Prediction of Hierarchical Functional Time Series: an Application to Forecast Internet Service Users Behaviors, (eprint arXiv, no. 1802.05550), New York : , 21 s.
11
Szlachtowska E., (2017), Odporna analiza skupisk w badaniach nowej gospodarki, Prom. Kosiorowski D., Kraków : , 191 k.
12
Kosiorowski D., Szlachtowska E., (2017), K-local Median Algorithm for Functional Data in Empirical Analysis of Air Pollution Data. [W:] Papież M., Śmiech S. (red.), The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings, Cracow : Foundation of the Cracow University of Economics, s. 153-162.
13
Kosiorowski D., Mielczarek D., Rydlewski J., (2017), SVM Classifiers for Functional Data in Monitoring of the Internet Users Behaviour. [W:] Papież M., Śmiech S. (red.), The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings, Cracow : Foundation of the Cracow University of Economics, s. 143-152.
1
@article{UEK:2168313631,
author = "Kosiorowski Daniel and Rydlewski Jerzy P. and Snarska Małgorzata",
title = "Detecting a Structural Change in Functional Time Series Using Local Wilcoxon Statistic",
journal = "Statistical Papers",
number = "vol. 60, iss. 5",
pages = "1677-1698",
year = "2019",
}
2
@inbook{UEK:2168336987,
author = "Kosiorowski Daniel and Jaśko Przemysław and Szlachtowska Ewa",
title = "A Study of Usefulness of Selected Robust Model Based Clustering Techniques in a Digital Development Modelling",
booktitle = "The 13th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "88-96",
adress = "Cracow",
publisher = "Wydawnictwo C.H. Beck",
year = "2019",
isbn = "978-83-8158-734-1",
}
3
@article{UEK:2168329559,
author = "Kosiorowski Daniel and Zawadzki Zygmunt",
title = "DepthProc : an R Package for Robust Exploration of Multidimensional Economic Phenomena",
journal = "Journal of Statistical Software",
pages = "1-59",
year = "2019",
}
4
@article{UEK:2168339175,
author = "Rydlewski Grzegorz and Kosiorowski Daniel",
title = "Badanie możliwości zastosowania beta-regresji do modelowania związków pomiędzy stopą bezrobocia w województwach a innymi wskaźnikami makroekonomicznymi w latach 2004-2018",
journal = "Roczniki Kolegium Analiz Ekonomicznych",
number = "55",
pages = "55-67",
year = "2019",
}
5
@article{UEK:2168325091,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy and Snarska Małgorzata",
title = "Generalized Exponential Smoothing in Prediction of Hierarchical Time Series",
journal = "Statistics in Transition : new series",
number = "vol. 19, no 2",
pages = "331-350",
year = "2018",
}
6
@article{UEK:2168329557,
author = "Kosiorowski Daniel and Rydlewski Jerzy P. and Zawadzki Zygmunt",
title = "Wykrywanie funkcjonalnych obserwacji odstających na przykładzie monitorowania jakości powietrza",
journal = "Przegląd Statystyczny",
number = "vol. 65, z. 1",
pages = "83-100",
year = "2018",
}
7
@article{UEK:2168323681,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy",
title = "Forecasting of a Hierarchical Functional Time Series on Example of Macromodel for the Day and Night Air Pollution in Silesia Region - a Critical Overview",
journal = "Central European Journal of Economic Modelling and Econometrics (CEJEME)",
number = "vol. 10, 1",
pages = "53-73",
year = "2018",
}
8
@inbook{UEK:2168324353,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy P.",
title = "Outliers in Functional Time Series - Challenges for Theory and Applications of Robust Statistics",
booktitle = "The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "209-218",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2018",
issn = "2545-1227",
isbn = "978-83-65907-20-2",
}
9
@inbook{UEK:2168324351,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy P.",
title = "New Proposal of Robust Classifier for Functional Data",
booktitle = "The 12th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "200-208",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2018",
issn = "2545-1227",
isbn = "978-83-65907-20-2",
}
10
@book{UEK:2168337509,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy P.",
title = "Double Functional Median in Robust Prediction of Hierarchical Functional Time Series : an Application to Forecast Internet Service Users Behaviors",
adress = "New York",
year = "2017",
issn = "2331-8422",
}
11
@unpublished{UEK:2168335005,
author = "Szlachtowska Ewa",
title = "Odporna analiza skupisk w badaniach nowej gospodarki",
adress = "Kraków",
year = "2017",
}
12
@inbook{UEK:2168313935,
author = "Kosiorowski Daniel and Szlachtowska Ewa",
title = "K-local Median Algorithm for Functional Data in Empirical Analysis of Air Pollution Data",
booktitle = "The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "153-162",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2017",
isbn = "978-83-65173-85-0",
}
13
@inbook{UEK:2168313933,
author = "Kosiorowski Daniel and Mielczarek Dominik and Rydlewski Jerzy P.",
title = "SVM Classifiers for Functional Data in Monitoring of the Internet Users Behaviour",
booktitle = "The 11th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena : Conference Proceedings",
pages = "143-152",
adress = "Cracow",
publisher = "Foundation of the Cracow University of Economics",
year = "2017",
isbn = "978-83-65173-85-0",
}