Elzbieta Kubera

According to our database, Elzbieta Kubera authored at least 28 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Image Processing for Improving Detection of Pollen Grains in Light Microscopy Images.

Elzbieta Kubera, Alicja Wieczorkowska, Agnieszka Kubik-Komar, Krystyna Piotrowska-Weryszko, Agata Konarska

Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings), 2024

2023

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

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

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: Image-Based Tree Pollen Recognition.

Elzbieta Kubera, Agnieszka Kubik-Komar, Alicja Wieczorkowska, Krystyna Piotrowska-Weryszko, Pawel Kurasinski, Agata Konarska

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

2021

Deep Learning Methods for Improving Pollen Monitoring.

Elzbieta Kubera, Agnieszka Kubik-Komar, Krystyna Piotrowska-Weryszko, Magdalena Skrzypiec

Sensors, 2021

2020

Parameter Tuning for Speed Changes Detection in On-Road Audio Recordings of Single Drives.

Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc

Proceedings of the Intelligent Systems in Industrial Applications, 2020

2019

Discovering Speed Changes of Vehicles from Audio Data.

Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc, Tomasz Slowik

Sensors, 2019

Hough Transform as a Tool for the Classification of Vehicle Speed Changes in On-Road Audio Recordings.

Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc

Proceedings of the New Frontiers in Mining Complex Patterns - 8th International Workshop, 2019

2018

Spectral features for audio based vehicle and engine classification.

Alicja Wieczorkowska, Elzbieta Kubera, Tomasz Slowik, Krzysztof Skrzypiec

J. Intell. Inf. Syst., 2018

2017

Time-Frequency Representations for Speed Change Classification: A Pilot Study.

Alicja Wieczorkowska, Elzbieta Kubera, Danijel Korzinek, Tomasz Slowik, Andrzej Kuranc

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

2016

Audio-Based Speed Change Classification for Vehicles.

Elzbieta Kubera, Alicja Wieczorkowska, Tomasz Slowik, Andrzej Kuranc, Krzysztof Skrzypiec

Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

2015

Spectral Features for Audio Based Vehicle Identification.

Alicja Wieczorkowska, Elzbieta Kubera, Tomasz Slowik, Krzysztof Skrzypiec

Proceedings of the New Frontiers in Mining Complex Patterns - 4th International Workshop, 2015

Audio-Based Hierarchic Vehicle Classification for Intelligent Transportation Systems.

Elzbieta Kubera, Alicja Wieczorkowska, Krzysztof Skrzypiec

Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

2014

Pitch-Related Identification of Instruments in Classical Music Recordings.

Elzbieta Kubera, Alicja A. Wieczorkowska

Proceedings of the New Frontiers in Mining Complex Patterns - Third International Workshop, 2014

Influence of Feature Sets on Precision, Recall, and Accuracy of Identification of Musical Instruments in Audio Recordings.

Elzbieta Kubera, Alicja Wieczorkowska, Magdalena Skrzypiec

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

2013

Time Variability-Based Hierarchic Recognition of Multiple Musical Instruments in Recordings.

Elzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras

Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Mining Audio Data for Multiple Instrument Recognition in Classical Music.

Elzbieta Kubera, Alicja A. Wieczorkowska

Proceedings of the New Frontiers in Mining Complex Patterns, 2013

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

All That Jazz in the Random Forest.

Elzbieta Kubera, Miron B. Kursa, Witold R. Rudnicki, Radoslaw Rudnicki, Alicja Wieczorkowska

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Playing in Unison in the Random Forest.

Alicja Wieczorkowska, Miron B. Kursa, Elzbieta Kubera, Radoslaw Rudnicki, Witold R. Rudnicki

Proceedings of the Security and Intelligent Information Systems, 2011

2010

Identification of Musical Instruments by Features Describing Sound Changes in Time.

Elzbieta Kubera, Zbigniew W. Ras

Proceedings of the Advances in Intelligent Information Systems, 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

Random Musical Bands Playing in Random Forests.

Miron B. Kursa, Elzbieta Kubera, Witold R. Rudnicki, Alicja Wieczorkowska

Proceedings of the Rough Sets and Current Trends in Computing, 2010

Recognition of Instrument Timbres in Real Polytimbral Audio Recordings.

Elzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras, Magdalena Skrzypiec

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

2009

Musical Instruments in Random Forest.

Miron B. Kursa, Witold R. Rudnicki, Alicja Wieczorkowska, Elzbieta Kubera, Agnieszka Kubik-Komar

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

2008

Training of Classifiers for the Recognition of Musical Instrument Dominating in the Same-Pitch Mix.

Alicja Wieczorkowska, Elzbieta Kolczynska, Zbigniew W. Ras

Proceedings of the New Challenges in Applied Intelligence Technologies, 2008

Identification of Dominating Instrument in Mixes of Sounds of the Same Pitch.

Alicja Wieczorkowska, Elzbieta Kolczynska

Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

2007

Quality of Musical Instrument Sound Identification for Various Levels of Accompanying Sounds.

Alicja Wieczorkowska, Elzbieta Kolczynska

Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007