Elzbieta Kubera

25 papers C 6Journal 6Unranked 11
YearRankTypeTitle / Venue / Authors
2024 — conf
Image Processing for Improving Detection of Pollen Grains in Light Microscopy Images.
ISD
Elzbieta Kubera, Alicja Wieczorkowska, Agnieszka Kubik-Komar, Krystyna Piotrowska-Weryszko, Agata Konarska
2023 — conf
Towards Automation of Pollen Monitoring - Dealing with the Background in Pollen Monitoring Images.
PKDD/ECML Workshops (3)
Elzbieta Kubera, Alicja Wieczorkowska, Krystyna Piotrowska-Weryszko, Agata Konarska, Agnieszka Kubik-Komar
2022 J jnl
Detection and Recognition of Pollen Grains in Multilabel Microscopic Images.
Sensors
Elzbieta Kubera, Agnieszka Kubik-Komar, Pawel Kurasinski, Krystyna Piotrowska-Weryszko, Magdalena Skrzypiec
2022 C conf
Towards Automation of Pollen Monitoring: Image-Based Tree Pollen Recognition.
ISMIS
Elzbieta Kubera, Agnieszka Kubik-Komar, Alicja Wieczorkowska, Krystyna Piotrowska-Weryszko, Pawel Kurasinski, Agata Konarska
2021 J jnl
Deep Learning Methods for Improving Pollen Monitoring.
Sensors
Elzbieta Kubera, Agnieszka Kubik-Komar, Krystyna Piotrowska-Weryszko, Magdalena Skrzypiec
2020 — conf
Parameter Tuning for Speed Changes Detection in On-Road Audio Recordings of Single Drives.
ISMIS (Industrial Paper)
Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc
2019 J jnl
Discovering Speed Changes of Vehicles from Audio Data.
Sensors
Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc, Tomasz Slowik
2019 — conf
Hough Transform as a Tool for the Classification of Vehicle Speed Changes in On-Road Audio Recordings.
NFMCP@PKDD/ECML
Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc
2018 J jnl
Spectral features for audio based vehicle and engine classification.
J. Intell. Inf. Syst.
Alicja Wieczorkowska, Elzbieta Kubera, Tomasz Slowik, Krzysztof Skrzypiec
2017 C conf
Time-Frequency Representations for Speed Change Classification: A Pilot Study.
ISMIS
Alicja Wieczorkowska, Elzbieta Kubera, Danijel Korzinek, Tomasz Slowik, Andrzej Kuranc
2016 — conf
Audio-Based Speed Change Classification for Vehicles.
NFMCP@PKDD/ECML
Elzbieta Kubera, Alicja Wieczorkowska, Tomasz Slowik, Andrzej Kuranc, Krzysztof Skrzypiec
2015 C conf
Audio-Based Hierarchic Vehicle Classification for Intelligent Transportation Systems.
ISMIS
Elzbieta Kubera, Alicja Wieczorkowska, Krzysztof Skrzypiec
2015 — conf
Spectral Features for Audio Based Vehicle Identification.
NFMCP
Alicja Wieczorkowska, Elzbieta Kubera, Tomasz Slowik, Krzysztof Skrzypiec
2014 C conf
Influence of Feature Sets on Precision, Recall, and Accuracy of Identification of Musical Instruments in Audio Recordings.
ISMIS
Elzbieta Kubera, Alicja Wieczorkowska, Magdalena Skrzypiec
2014 — conf
Pitch-Related Identification of Instruments in Classical Music Recordings.
NFMCP
Elzbieta Kubera, Alicja A. Wieczorkowska
2013 — conf
Mining Audio Data for Multiple Instrument Recognition in Classical Music.
NFMCP
Elzbieta Kubera, Alicja A. Wieczorkowska
2013 — ch.
Time Variability-Based Hierarchic Recognition of Multiple Musical Instruments in Recordings.
Rough Sets and Intelligent Systems (2)
Elzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras
2011 C conf
All That Jazz in the Random Forest.
ISMIS
Elzbieta Kubera, Miron B. Kursa, Witold R. Rudnicki, Radoslaw Rudnicki, Alicja Wieczorkowska
2011 J jnl
Analysis of Recognition of a Musical Instrument in Sound Mixes Using Support Vector Machines.
Fundam. Informaticae
Alicja Wieczorkowska, Elzbieta Kubera, Agnieszka Kubik-Komar
2011 — conf
Playing in Unison in the Random Forest.
SIIS
Alicja Wieczorkowska, Miron B. Kursa, Elzbieta Kubera, Radoslaw Rudnicki, Witold R. Rudnicki
2010 — ch.
Identification of Musical Instruments by Features Describing Sound Changes in Time.
Advances in Intelligent Information Systems
Elzbieta Kubera, Zbigniew W. Ras
2010 J jnl
Identification of a dominating instrument in polytimbral same-pitch mixes using SVM classifiers with non-linear kernel.
J. Intell. Inf. Syst.
Alicja Wieczorkowska, Elzbieta Kubera
2010 — conf
Random Musical Bands Playing in Random Forests.
RSCTC
Miron B. Kursa, Elzbieta Kubera, Witold R. Rudnicki, Alicja Wieczorkowska
2010 — conf
Recognition of Instrument Timbres in Real Polytimbral Audio Recordings.
ECML/PKDD (2)
Elzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras, Magdalena Skrzypiec
2009 C conf
Musical Instruments in Random Forest.
ISMIS
Miron B. Kursa, Witold R. Rudnicki, Alicja Wieczorkowska, Elzbieta Kubera, Agnieszka Kubik-Komar