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Elzbieta Kubera

Elzbieta Kolczynska

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affiliation: University of Life Sciences in Lublin, Poland

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2020 – today

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2024
[c18]
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Elzbieta Kubera, Alicja Wieczorkowska, Agnieszka Kubik-Komar, Krystyna Piotrowska-Weryszko, Agata Konarska:
Image Processing for Improving Detection of Pollen Grains in Light Microscopy Images. ISD 2024
2022
[j6]
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Elzbieta Kubera, Agnieszka Kubik-Komar, Pawel Kurasinski, Krystyna Piotrowska-Weryszko, Magdalena Skrzypiec:
Detection and Recognition of Pollen Grains in Multilabel Microscopic Images. Sensors 22(7): 2690 (2022)
[c17]
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Elzbieta Kubera, Agnieszka Kubik-Komar, Alicja Wieczorkowska, Krystyna Piotrowska-Weryszko, Pawel Kurasinski, Agata Konarska:
Towards Automation of Pollen Monitoring: Image-Based Tree Pollen Recognition. ISMIS 2022: 219-229
2021
[j5]
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Elzbieta Kubera, Agnieszka Kubik-Komar, Krystyna Piotrowska-Weryszko, Magdalena Skrzypiec:
Deep Learning Methods for Improving Pollen Monitoring. Sensors 21(10): 3526 (2021)
2020
[c16]
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Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc:
Parameter Tuning for Speed Changes Detection in On-Road Audio Recordings of Single Drives. ISMIS (Industrial Paper) 2020: 3-14

2010 – 2019

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2019
[j4]
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Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc, Tomasz Slowik:
Discovering Speed Changes of Vehicles from Audio Data. Sensors 19(14): 3067 (2019)
[c15]
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Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc:
Hough Transform as a Tool for the Classification of Vehicle Speed Changes in On-Road Audio Recordings. NFMCP@PKDD/ECML 2019: 137-154
2018
[j3]
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Alicja Wieczorkowska, Elzbieta Kubera, Tomasz Slowik, Krzysztof Skrzypiec:
Spectral features for audio based vehicle and engine classification. J. Intell. Inf. Syst. 50(2): 265-290 (2018)
2017
[c14]
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Alicja Wieczorkowska, Elzbieta Kubera, Danijel Korzinek, Tomasz Slowik, Andrzej Kuranc:
Time-Frequency Representations for Speed Change Classification: A Pilot Study. ISMIS 2017: 404-413
2016
[c13]
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Elzbieta Kubera, Alicja Wieczorkowska, Tomasz Slowik, Andrzej Kuranc, Krzysztof Skrzypiec:
Audio-Based Speed Change Classification for Vehicles. NFMCP@PKDD/ECML 2016: 54-68
2015
[c12]
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Elzbieta Kubera, Alicja Wieczorkowska, Krzysztof Skrzypiec:
Audio-Based Hierarchic Vehicle Classification for Intelligent Transportation Systems. ISMIS 2015: 343-352
[c11]
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Alicja Wieczorkowska, Elzbieta Kubera, Tomasz Slowik, Krzysztof Skrzypiec:
Spectral Features for Audio Based Vehicle Identification. NFMCP 2015: 163-178
2014
[c10]
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Elzbieta Kubera, Alicja Wieczorkowska, Magdalena Skrzypiec:
Influence of Feature Sets on Precision, Recall, and Accuracy of Identification of Musical Instruments in Audio Recordings. ISMIS 2014: 204-213
[c9]
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Elzbieta Kubera, Alicja A. Wieczorkowska:
Pitch-Related Identification of Instruments in Classical Music Recordings. NFMCP 2014: 194-209
2013
[c8]
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Elzbieta Kubera, Alicja A. Wieczorkowska:
Mining Audio Data for Multiple Instrument Recognition in Classical Music. NFMCP 2013: 246-260
[p3]
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Elzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras:
Time Variability-Based Hierarchic Recognition of Multiple Musical Instruments in Recordings. Rough Sets and Intelligent Systems (2) 2013: 347-363
2011
[j2]
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Alicja Wieczorkowska, Elzbieta Kubera, Agnieszka Kubik-Komar:
Analysis of Recognition of a Musical Instrument in Sound Mixes Using Support Vector Machines. Fundam. Informaticae 107(1): 85-104 (2011)
[c7]
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Alicja Wieczorkowska, Miron B. Kursa, Elzbieta Kubera, Radoslaw Rudnicki, Witold R. Rudnicki:
Playing in Unison in the Random Forest. SIIS 2011: 226-239
[c6]
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Elzbieta Kubera, Miron B. Kursa, Witold R. Rudnicki, Radoslaw Rudnicki, Alicja Wieczorkowska:
All That Jazz in the Random Forest. ISMIS 2011: 543-553
2010
[j1]
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Alicja Wieczorkowska, Elzbieta Kubera:
Identification of a dominating instrument in polytimbral same-pitch mixes using SVM classifiers with non-linear kernel. J. Intell. Inf. Syst. 34(3): 275-303 (2010)
[c5]
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Elzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras, Magdalena Skrzypiec:
Recognition of Instrument Timbres in Real Polytimbral Audio Recordings. ECML/PKDD (2) 2010: 97-110
[c4]
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Miron B. Kursa, Elzbieta Kubera, Witold R. Rudnicki, Alicja Wieczorkowska:
Random Musical Bands Playing in Random Forests. RSCTC 2010: 580-589
[p2]
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Elzbieta Kubera, Zbigniew W. Ras:
Identification of Musical Instruments by Features Describing Sound Changes in Time. Advances in Intelligent Information Systems 2010: 357-366

2000 – 2009

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2009
[c3]
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Miron B. Kursa, Witold R. Rudnicki, Alicja Wieczorkowska, Elzbieta Kubera, Agnieszka Kubik-Komar:
Musical Instruments in Random Forest. ISMIS 2009: 281-290
2008
[c2]
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Alicja Wieczorkowska, Elzbieta Kolczynska:
Identification of Dominating Instrument in Mixes of Sounds of the Same Pitch. ISMIS 2008: 455-464
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Alicja Wieczorkowska, Elzbieta Kolczynska, Zbigniew W. Ras:
Training of Classifiers for the Recognition of Musical Instrument Dominating in the Same-Pitch Mix. New Challenges in Applied Intelligence Technologies 2008: 213-222
2007
[c1]
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Alicja Wieczorkowska, Elzbieta Kolczynska:
Quality of Musical Instrument Sound Identification for Various Levels of Accompanying Sounds. MCD 2007: 93-103

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