Quality of Musical Instrument Sound Identification for Various Levels of Accompanying Sounds. - Alicja Wieczorkowska; Elzbieta Kolczynska (MCD, 2007)

Identification of Dominating Instrument in Mixes of Sounds of the Same Pitch. - Alicja Wieczorkowska; Elzbieta Kolczynska (ISMIS, 2008)

Training of Classifiers for the Recognition of Musical Instrument Dominating in the Same-Pitch Mix. - Alicja Wieczorkowska; Elzbieta Kolczynska; Zbigniew W. Ras (New Challenges in Applied Intelligence Technologies, 2008)

Musical Instruments in Random Forest. - Miron B. Kursa; Witold R. Rudnicki; Alicja Wieczorkowska; Elzbieta Kubera; Agnieszka Kubik-Komar (ISMIS, 2009)

Recognition of Instrument Timbres in Real Polytimbral Audio Recordings. - Elzbieta Kubera; Alicja Wieczorkowska; Zbigniew W. Ras; Magdalena Skrzypiec (ECML/PKDD (2), 2010)

Random Musical Bands Playing in Random Forests. - Miron B. Kursa; Elzbieta Kubera; Witold R. Rudnicki; Alicja Wieczorkowska (RSCTC, 2010)

Identification of a dominating instrument in polytimbral same-pitch mixes using SVM classifiers with non-linear kernel. - Alicja Wieczorkowska; Elzbieta Kubera (J. Intell. Inf. Syst., 2010)

Identification of Musical Instruments by Features Describing Sound Changes in Time. - Elzbieta Kubera; Zbigniew W. Ras (Advances in Intelligent Information Systems, 2010)

Playing in Unison in the Random Forest. - Alicja Wieczorkowska; Miron B. Kursa; Elzbieta Kubera; Radoslaw Rudnicki; Witold R. Rudnicki (SIIS, 2011)

All That Jazz in the Random Forest. - Elzbieta Kubera; Miron B. Kursa; Witold R. Rudnicki; Radoslaw Rudnicki; Alicja Wieczorkowska (ISMIS, 2011)

Analysis of Recognition of a Musical Instrument in Sound Mixes Using Support Vector Machines. - Alicja Wieczorkowska; Elzbieta Kubera; Agnieszka Kubik-Komar (Fundam. Informaticae, 2011)

Mining Audio Data for Multiple Instrument Recognition in Classical Music. - Elzbieta Kubera; Alicja A. Wieczorkowska (NFMCP, 2013)

Time Variability-Based Hierarchic Recognition of Multiple Musical Instruments in Recordings. - Elzbieta Kubera; Alicja Wieczorkowska; Zbigniew W. Ras (Rough Sets and Intelligent Systems (2), 2013)

Influence of Feature Sets on Precision, Recall, and Accuracy of Identification of Musical Instruments in Audio Recordings. - Elzbieta Kubera; Alicja Wieczorkowska; Magdalena Skrzypiec (ISMIS, 2014)

Pitch-Related Identification of Instruments in Classical Music Recordings. - Elzbieta Kubera; Alicja A. Wieczorkowska (NFMCP, 2014)

Audio-Based Hierarchic Vehicle Classification for Intelligent Transportation Systems. - Elzbieta Kubera; Alicja Wieczorkowska; Krzysztof Skrzypiec (ISMIS, 2015)

Spectral Features for Audio Based Vehicle Identification. - Alicja Wieczorkowska; Elzbieta Kubera; Tomasz Slowik; Krzysztof Skrzypiec (NFMCP, 2015)

Audio-Based Speed Change Classification for Vehicles. - Elzbieta Kubera; Alicja Wieczorkowska; Tomasz Slowik; Andrzej Kuranc; Krzysztof Skrzypiec (NFMCP@PKDD/ECML, 2016)

Time-Frequency Representations for Speed Change Classification: A Pilot Study. - Alicja Wieczorkowska; Elzbieta Kubera; Danijel Korzinek; Tomasz Slowik; Andrzej Kuranc (ISMIS, 2017)

Spectral features for audio based vehicle and engine classification. - Alicja Wieczorkowska; Elzbieta Kubera; Tomasz Slowik; Krzysztof Skrzypiec (J. Intell. Inf. Syst., 2018)

Hough Transform as a Tool for the Classification of Vehicle Speed Changes in On-Road Audio Recordings. - Elzbieta Kubera; Alicja Wieczorkowska; Andrzej Kuranc (NFMCP@PKDD/ECML, 2019)

Discovering Speed Changes of Vehicles from Audio Data. - Elzbieta Kubera; Alicja Wieczorkowska; Andrzej Kuranc; Tomasz Slowik (Sensors, 2019)

Parameter Tuning for Speed Changes Detection in On-Road Audio Recordings of Single Drives. - Elzbieta Kubera; Alicja Wieczorkowska; Andrzej Kuranc (ISMIS (Industrial Paper), 2020)

Deep Learning Methods for Improving Pollen Monitoring. - Elzbieta Kubera; Agnieszka Kubik-Komar; Krystyna Piotrowska-Weryszko; Magdalena Skrzypiec (Sensors, 2021)

Towards Automation of Pollen Monitoring: Image-Based Tree Pollen Recognition. - Elzbieta Kubera; Agnieszka Kubik-Komar; Alicja Wieczorkowska; Krystyna Piotrowska-Weryszko; Pawel Kurasinski; Agata Konarska (ISMIS, 2022)

Detection and Recognition of Pollen Grains in Multilabel Microscopic Images. - Elzbieta Kubera; Agnieszka Kubik-Komar; Pawel Kurasinski; Krystyna Piotrowska-Weryszko; Magdalena Skrzypiec (Sensors, 2022)

Towards Automation of Pollen Monitoring - Dealing with the Background in Pollen Monitoring Images. - Elzbieta Kubera; Alicja Wieczorkowska; Krystyna Piotrowska-Weryszko; Agata Konarska; Agnieszka Kubik-Komar (PKDD/ECML Workshops (3), 2023)

Image Processing for Improving Detection of Pollen Grains in Light Microscopy Images. - Elzbieta Kubera; Alicja Wieczorkowska; Agnieszka Kubik-Komar; Krystyna Piotrowska-Weryszko; Agata Konarska (ISD, 2024)