OU > O univerzitě > Struktura univerzity > Fakulty a ústavy > Ústav pro výzkum a aplikace fuzzy modelování

Lenka Štěpničková

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titul, jméno, příjmení:Mgr. Lenka Štěpničková
místnost, podlaží, budova: C 703, budova C
funkce:
obor činnosti:
katedra / středisko (fakulta): Centrum excelence IT4Innovations, divize OU, Ústav pro výzkum a aplikace fuzzy modelování
telefon, mobil: 553 46 1414
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Štěpnička, M., Burda, M. a Štěpničková, L. Fuzzy Rule Base Ensemble Generated from Data by Linguistic Associations Mining. FUZZY SET SYST. 2016, č. 285, s. 140-161. ISSN 0165-0114.
Burda, M., Štěpnička, M. a Štěpničková, L. Fuzzy Rule-Based Ensemble for Time Series Prediction: Progresses with Associations Mining. In: Strengthening Links between Data Analysis and Soft Computing. Heidelberg: Springer, 2015. Springer, 2015. s. 261-271. ISBN 978-3-319-10764-6.
Dvořák, A., Štěpnička, M. a Štěpničková, L. On Redundancies in Systems of Fuzzy/Linguistic IF-THEN Rules under Perception-based Logical Deduction Inference. FUZZY SET SYST. 2015, roč. 277, s. 22-43. ISSN 0165-0114.
Štěpnička, M., Štěpničková, L. a Burda, M. Fuzzy Rule-Based Ensemble for Time Series Prediction: The Application of Linguistic Associations Mining. In: IEEE International Conference on Fuzzy Systems. Beijing, China: IEEE, 2014. IEEE, 2014. s. 505-512. ISBN 978-1-4799-2072-3.
Sikora, D., Štěpnička, M. a Vavříčková, L. Fuzzy Rule-Based Ensemble Forecasting: Introductory Study. In: Synergies of Soft Computing and Statistics for Intelligent Data Analysis (Advances in Intelligent Systems and Computing)). Heidelberg: Springer, 2013. Springer, 2013. s. 379-387. ISBN 978-3-642-33041-4.
Sikora, D., Štěpnička, M. a Vavříčková, L. On the Potential of Fuzzy Rule-Based Ensemble Forecasting. In: Proc. of 7th International Conference on Soft Computing Models in Industrial and Environmental Applications. Berlín: Springer-Verlag New York, 2013. Springer-Verlag New York, 2013. s. 487-496. ISBN 978-3-642-33017-9.
Vavříčková, L., Štěpnička, M. a Sikora, D. Ensemble Technique Based on Fuzzy Rules. In: ISCAMI 2012. Malenovice. 2012.
Štěpnička, M., Dvořák, A., Pavliska, V. a Vavříčková, L. A linguistic approach to time series modeling with help of the F-transform. FUZZY SET SYST. 2011, č. 180, s. 164-184. ISSN 0165-0114.
SIKORA, D., Štěpnička, M. a Vavříčková, L. Combining Techniques in Time Series Forecasting. In: 17th International Conference on Soft Computing MENDEL 2011. Brno: Brno University of Technology, Faculty of Mechanical Engineering, 2011. Brno University of Technology, Faculty of Mechanical Engineering, 2011. s. 419-426. ISBN 978-80-214-4302-0.
Štěpnička, M., Peralta Donate, J., Cortez, P., Vavříčková, L. a Gutierrez, G. Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods.. In: Proc. EUSFLAT-LFA 2011. Atlantis Press, 2011. s. 464-471. ISBN 978-90-78677-00-0.
Vavříčková, L., Štěpnička, M. a Sikora, D. Forecasting Time Series Using Ensemble Techniques. In: VRSR 2011. Polná: ÚTIA. 2011.
Vavříčková, L. On Ensemble Techniques for Time Series Forecasting. In: ISCAMI 2011. Malenovice. 2011.
Dvořák, A., Štěpnička, M. a Vavříčková, L. Redundancies in systems of fuzzy/linguistic IF-THEN rules. In: Proc. EUSFLAT-LFA 2011. Atlantis Press, 2011. s. 1022-1029. ISBN 978-90-78677-00-0.
Vavříčková, L., Štěpnička, M. a SIKORA, D. Time Series Prediction with Use of Ensemble Methods. In: 14th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty. Hejnice. 2011.
Novák, V., Štěpnička, M., Dvořák, A., Perfilieva, I., Pavliska, V. a Vavříčková, L. Analysis of Seasonal Time Series Using Fuzzy Approach. INT J GEN SYST. 2010, č. 39, s. 305-328. ISSN 0308-1079.
Štěpnička, M., Dvořák, A., Pavliska, V. a Vavříčková, L. Fuzzy Approach to Time Series Analysis Part I - Recent Results. In: FSTA 2010. Liptovský Ján. 2010.
Štěpnička, M., Dvořák, A., Pavliska, V. a Vavříčková, L. Fuzzy Approach to Time Series Analysis Part II - Problems of Linguistic Descriptions. In: FSTA 2010. Liptovský Ján. 2010.
Pavliska, V. a Vavříčková, L. LFL Forecaster - Time Series Forecasting Software. In: 6th International Workshop on Data-Algorithm-Decision Making. Jindřichův Hradec. 2010.
Pavliska, V. a Vavříčková, L. LFL Forecaster - Time Series Forecasting Software. In: 6th International Workshop on Data - Algorithms - Decision Making. Jindřichův Hradec: Research Centre Data - Algorithms - Decision Making. 2010.
Štěpnička, M., Dvořák, A., Pavliska, V. a Vavříčková, L. Linguistic approach to time series analysis and forecasts. In: IEEE WCCI 2010. Barcelona. 2010.
Štěpnička, M., Dvořák, A., Pavliska, V. a Vavříčková, L. Linguistic approach to time series analysis and forecasts. In: Proc. of FUZZ-IEEE 2010. Barcelona: IEEE, 2010. IEEE, 2010. s. 2149-2157. ISBN 978-1-4244-6920-8.
Novák, V., Pavliska, V., Dvořák, A., Štěpnička, M., Habiballa, H., Perfiljeva, I. a Vavříčková, L. Linguistic Fuzzy Logic Forecaster. 2010.
Vavříčková, L. Perception-based Logical Deduction and the Problem of Redundant Fuzzy Rules. In: ISCAMI 2010. Bratislava: Slovak University of Technology in Bratislava. 2010.
Vavříčková, L. Analysis and Forecast of Time Series Using Fuzzy Rules and Fuzzy Transform. In: ISCAMI 2009. Malenovice. 2009.
Štěpnička, M., Pavliska, V., Dvořák, A. a Vavříčková, L. Novel fuzzy approach to analysis of time series - recent results and future work. In: 12th Czech-Japan seminar on data analysis and decision making nuder uncertainty. Litomyšl. 2009.
Štěpnička, M., Pavliska, V., Novák, V., Perfiljeva, I., Vavříčková, L. a Tomanová, I. Time Series Analysis and Prediction Based on Fuzzy Rules and the Fuzzy Transform. In: IFSA World Congress/EUSFLAT Conference. Lisabon. 2009.
Štěpnička, M., Pavliska, V., Novák, V., Perfilieva, I., Vavříčková, L. a TOMANOVÁ, I. Time Series Analysis and Prediction Based on Fuzzy Rules and the Fuzzy Transform. In: Proceedings of IFSA World Congress/EUSFLAT Conference. Lisabon: Universidade Técnica de Lisboa, 2009. Universidade Técnica de Lisboa, 2009. s. 483-488. ISBN 978-989-95079-6-8.


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