Alicja Wieczorkowska

According to our database, Alicja Wieczorkowska authored at least 85 papers between 1999 and 2024.

Collaborative distances:

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

2024

The Reconstruction of Blowing Pressure in Pipe Organ Using Machine Learning.

Damian Wegrzyn, Piotr Wrzeciono, Alicja Wieczorkowska

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

Developing a Corpus for Polish Speech Enhancement by Reducing Noise, Reverberation, and Disruptions.

Mariusz Klec, Krzysztof Szklanny, Alicja Wieczorkowska

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

2023

Beyond the Big Five personality traits for music recommendation systems.

Mariusz Klec, Alicja Wieczorkowska, Krzysztof Szklanny, Wlodzimierz Strus

EURASIP J. Audio Speech Music. Process., December, 2023

2022

Analytics and Applications of Audio and Image Sensing Techniques.

Alicja Wieczorkowska

Sensors, 2022

The Dependence of Flue Pipe Airflow Parameters on the Proximity of an Obstacle to the Pipe's Mouth.

Damian Wegrzyn, Piotr Wrzeciono, Alicja Wieczorkowska

Sensors, 2022

Prototyping Mobile Storytelling Applications for People with Aphasia.

Krzysztof Szklanny, Marcin Wichrowski, Alicja Wieczorkowska

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

2020

Optimizing C-Index via Gradient Boosting in Medical Survival Analysis.

Alicja Wieczorkowska, Wojciech Jarmulski

Proceedings of the Complex Pattern Mining - New Challenges, Methods and Applications, 2020

Recognition of the Flue Pipe Type Using Deep Learning.

Damian Wegrzyn, Piotr Wrzeciono, Alicja Wieczorkowska

Proceedings of the Intelligent Systems in Industrial Applications, 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

Effect of speech segment samples selection in stutter block detection and remediation.

Pierre Arbajian, Ayman Hajja, Zbigniew W. Ras, Alicja A. Wieczorkowska

J. Intell. Inf. Syst., 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

Interpretable Survival Gradient Boosting Models with Bagged Trees Base Learners.

Wojciech Jarmulski, Alicja Wieczorkowska

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

Machine learning models for predicting patients survival after liver transplantation.

Wojciech Jarmulski, Alicja Wieczorkowska, Mariusz Trzaska, Michal Ciszek, Leszek Paczek

Comput. Sci., 2018

Multipurpose Web-Platform for Labeling Audio Segments Efficiently and Effectively.

Ayman Hajja, Griffin P. Hiers, Pierre Arbajian, Zbigniew W. Ras, Alicja A. Wieczorkowska

Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

Mobile Application with Image Recognition for Persons with Aphasia.

Jan Gonera, Krzysztof Szklanny, Marcin Wichrowski, Alicja Wieczorkowska

Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

An Analysis of Game-Related Emotions Using EMOTIV EPOC.

Alicja Wieczorkowska, Jerzy Kosinski, Krzysztof Szklanny, Marcin Wichrowski

Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

2017

Segment-Removal Based Stuttered Speech Remediation.

Pierre Arbajian, Ayman Hajja, Zbigniew W. Ras, Alicja A. Wieczorkowska

Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 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

Creating an Interactive and Storytelling Educational Physics App.

Krzysztof Szklanny, Lukasz Homoncik, Marcin Wichrowski, Alicja Wieczorkowska

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 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

Hierarchical object-driven action rules.

Ayman Hajja, Zbigniew W. Ras, Alicja Wieczorkowska

J. Intell. Inf. Syst., 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

Predicting Negative Side Effects of Surgeries Through Clustering.

Ayman Hajja, Hakim Touati, Zbigniew W. Ras, James Studnicki, Alicja A. Wieczorkowska

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

Mining Surgical Meta-actions Effects with Variable Diagnoses' Number.

Hakim Touati, Zbigniew W. Ras, James Studnicki, Alicja Wieczorkowska

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

Multi-label Ferns for Efficient Recognition of Musical Instruments in Recordings.

Miron B. Kursa, Alicja Wieczorkowska

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

Augmented Reality Workshops for Art Students.

Marcin Wichrowski, Ewa Satalecka, Alicja Wieczorkowska

Proceedings of the Virtual, Augmented and Mixed Reality. Applications of Virtual and Augmented Reality, 2014

SyncBox - Synchronizer and Interface for High-Speed Macro Photography.

Krzysztof Szklanny, Armand Stanczak, Pawel Wojtków, Sergio Cosentino, Alicja Wieczorkowska

Proceedings of the Human-Computer Interaction. Theories, Methods, and Tools, 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

From Personalized to Hierarchically Structured Classifiers for Retrieving Music by Mood.

Amanda Cohen Mostafavi, Zbigniew W. Ras, Alicja A. Wieczorkowska

Proceedings of the New Frontiers in Mining Complex Patterns, 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

2012

Pair-Based Object-Driven Action Rules.

Ayman Hajja, Alicja Wieczorkowska, Zbigniew W. Ras, Ryszard Gubrynowicz

Proceedings of the New Frontiers in Mining Complex Patterns - First International Workshop, 2012

A Comparison of Random Forests and Ferns on Recognition of Instruments in Jazz Recordings.

Alicja Wieczorkowska, Miron B. Kursa

Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012

From Music to Emotions and Tinnitus Treatment, Initial Study.

Deepali Kohli, Zbigniew W. Ras, Pamela L. Thompson, Pawel J. Jastreboff, Alicja Wieczorkowska

Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012

2011

Application of analysis of variance and post hoc comparisons to studying the discriminative power of sound parameters in distinguishing between musical instruments.

Alicja Wieczorkowska, Agnieszka Kubik-Komar

J. Intell. Inf. Syst., 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

On Search for Emotion in Hindusthani Vocal Music.

Alicja Wieczorkowska, Ashoke Kumar Datta, Ranjan Sengupta, Nityananda Dey, Bhaswati Mukherjee

Proceedings of the Advances in Music Information Retrieval, 2010

Clustering Driven Cascade Classifiers for Multi-indexing of Polyphonic Music by Instruments.

Wenxin Jiang, Zbigniew W. Ras, Alicja Wieczorkowska

Proceedings of the Advances in Music Information Retrieval, 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

Music Instrument Estimation in Polyphonic Sound Based on Short-Term Spectrum Match.

Wenxin Jiang, Alicja Wieczorkowska, Zbigniew W. Ras

Proceedings of the Foundations of Computational Intelligence, 2009

Music Information Retrieval.

Alicja Wieczorkowska

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Application of Analysis of Variance to Assessment of Influence of Sound Feature Groups on Discrimination between Musical Instruments.

Alicja Wieczorkowska, Agnieszka Kubik-Komar

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

Application of Discriminant Analysis to Distinction of Musical Instruments on the Basis of Selected Sound Parameters.

Alicja Wieczorkowska, Agnieszka Kubik-Komar

Proceedings of the Man-Machine Interactions, 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

Learning from Soft-Computing Methods on Abnormalities in Audio Data.

Alicja Wieczorkowska

Proceedings of the Rough Sets and Current Trends in Computing, 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

Parameter-Based Categorization for Musical Instrument Retrieval.

Rory A. Lewis, Alicja Wieczorkowska

Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

Multi-way Hierarchic Classification of Musical Instrument Sounds.

Alicja Wieczorkowska, Zbigniew W. Ras, Cynthia Xin Zhang, Rory A. Lewis

Proceedings of the 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE 2007), 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

2006

Quality Assessment of <i>k</i>-NN Multi-label Classification for Music Data.

Alicja Wieczorkowska, Piotr Synak

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Multi-Label Classification of Emotions in Music.

Alicja Wieczorkowska, Piotr Synak, Zbigniew W. Ras

Proceedings of the Intelligent Information Processing and Web Mining, 2006

2005

Some Issues on Detecting Emotions in Music.

Piotr Synak, Alicja Wieczorkowska

Proceedings of the Rough Sets, 2005

Extracting Emotions from Music Data.

Alicja Wieczorkowska, Piotr Synak, Rory A. Lewis, Zbigniew W. Ras

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Creating Reliable Database for Experiments on Extracting Emotions from Music.

Alicja Wieczorkowska, Piotr Synak, Rory A. Lewis, Zbigniew W. Ras

Proceedings of the Intelligent Information Processing and Web Mining, 2005

2004

Do We Need Automatic Indexing of Musical Instruments?.

Alicja Wieczorkowska, Zbigniew W. Ras

Proceedings of the Intelligent Media Technology for Communicative Intelligence, 2004

Towards Extracting Emotions from Music.

Alicja Wieczorkowska

Proceedings of the Intelligent Media Technology for Communicative Intelligence, 2004

Tree-based Algorithm for Discovering Extended Action-Rules (System DEAR2).

Li-Shiang Tsay, Zbigniew W. Ras, Alicja Wieczorkowska

Proceedings of the Intelligent Information Processing and Web Mining, 2004

2003

Analysis of Feature Dependencies in Sound Description.

Alicja Wieczorkowska, Jan M. Zytkow

J. Intell. Inf. Syst., 2003

Application of Temporal Descriptors to Musical Instrument Sound Recognition.

Alicja Wieczorkowska, Jakub Wroblewski, Piotr Synak, Dominik Slezak

J. Intell. Inf. Syst., 2003

Editorial: Music Information Retrieval.

Alicja Wieczorkowska, Zbigniew W. Ras

J. Intell. Inf. Syst., 2003

Rough Set Based Automatic Classification of Musical Instrument Sounds.

Alicja Wieczorkowska, Andrzej Czyzewski

Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003

Representing Audio Data by FS-Trees and Adaptable TV-Trees.

Alicja Wieczorkowska, Zbigniew W. Ras, Li-Shiang Tsay

Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Discovering Dependencies in Sound Descriptors.

Alicja Wieczorkowska, Jan M. Zytkow

Proceedings of the Intelligent Information Processing and Web Mining, 2003

Problems with Automatic Classification of Musical Sounds.

Alicja Wieczorkowska, Jakub Wroblewski, Dominik Slezak, Piotr Synak

Proceedings of the Intelligent Information Processing and Web Mining, 2003

2002

KDD-Based Approach to Musical Instrument Sound Recognition.

Dominik Slezak, Piotr Synak, Alicja Wieczorkowska, Jakub Wroblewski

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Content Extraction Based on MPEG-7 Audio Representation.

Alicja Wieczorkowska

Proceedings of the Intelligent Information Systems 2002, 2002

2001

Musical Sound Classification based on Wavelet Analysis.

Alicja Wieczorkowska

Fundam. Informaticae, 2001

Audio Content Description in Sound Databases.

Alicja Wieczorkowska, Zbigniew W. Ras

Proceedings of the Web Intelligence: Research and Development, 2001

Technologies for Sound Database Indexing: Musical Instrument Classification Methods.

Alicja Wieczorkowska

Proceedings of the Intelligent Information Systems 2001, 2001

2000

Action-Rules: How to Increase Profit of a Company.

Zbigniew W. Ras, Alicja Wieczorkowska

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Towards Musical Data Classification via Wavelet Analysis.

Alicja Wieczorkowska

Proceedings of the Foundations of Intelligent Systems, 12th International Symposium, 2000

Application of Decision Trees to Wavelet-based Classification of Musical Instrument Sounds.

Alicja Wieczorkowska

Proceedings of the Intelligent Information Systems, 2000

Mining for Action-Rules in Large Decision Tables Classifying Customers.

Zbigniew W. Ras, Alicja Wieczorkowska

Proceedings of the Intelligent Information Systems, 2000

1999

Rough Sets as A Tool for Audio Signal Classification.

Alicja Wieczorkowska

Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999