Alicja Wieczorkowska

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 17

Top Topics

Parameter Tuning

Audio Recordings

Learning Models

Top Venues

NFMCP@PKDD/ECML

Publications

Mariusz Klec, Alicja Wieczorkowska, Krzysztof Szklanny, Wlodzimierz Strus
Beyond the Big Five personality traits for music recommendation systems. EURASIP J. Audio Speech Music. Process. 2023 (1) (2023)
Damian Wegrzyn, Piotr Wrzeciono, Alicja Wieczorkowska
The Dependence of Flue Pipe Airflow Parameters on the Proximity of an Obstacle to the Pipe's Mouth. Sensors 22 (1) (2022)
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)
Krzysztof Szklanny, Marcin Wichrowski, Alicja Wieczorkowska
Prototyping Mobile Storytelling Applications for People with Aphasia. Sensors 22 (1) (2022)
Alicja Wieczorkowska
Analytics and Applications of Audio and Image Sensing Techniques. Sensors 22 (21) (2022)
Damian Wegrzyn, Piotr Wrzeciono, Alicja Wieczorkowska
Recognition of the Flue Pipe Type Using Deep Learning. ISMIS (Industrial Paper) (2020)
Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc
Parameter Tuning for Speed Changes Detection in On-Road Audio Recordings of Single Drives. ISMIS (Industrial Paper) (2020)
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)
Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc, Tomasz Slowik
Discovering Speed Changes of Vehicles from Audio Data. Sensors 19 (14) (2019)
Wojciech Jarmulski, Alicja Wieczorkowska
Interpretable Survival Gradient Boosting Models with Bagged Trees Base Learners. NFMCP@PKDD/ECML (2019)
Wojciech Jarmulski, Alicja Wieczorkowska, Mariusz Trzaska, Michal Ciszek, Leszek Paczek
Machine learning models for predicting patients survival after liver transplantation. Comput. Sci. 19 (2) (2018)
Alicja Wieczorkowska, Elzbieta Kubera, Tomasz Slowik, Krzysztof Skrzypiec
Spectral features for audio based vehicle and engine classification. J. Intell. Inf. Syst. 50 (2) (2018)
Alicja Wieczorkowska, Jerzy Kosinski, Krzysztof Szklanny, Marcin Wichrowski
An Analysis of Game-Related Emotions Using EMOTIV EPOC. FedCSIS (2018)
Jan Gonera, Krzysztof Szklanny, Marcin Wichrowski, Alicja Wieczorkowska
Mobile Application with Image Recognition for Persons with Aphasia. ISMIS (2018)
Alicja Wieczorkowska, Elzbieta Kubera, Danijel Korzinek, Tomasz Slowik, Andrzej Kuranc
Time-Frequency Representations for Speed Change Classification: A Pilot Study. ISMIS (2017)
Krzysztof Szklanny, Lukasz Homoncik, Marcin Wichrowski, Alicja Wieczorkowska
Creating an Interactive and Storytelling Educational Physics App. FedCSIS (2017)
Elzbieta Kubera, Alicja Wieczorkowska, Tomasz Slowik, Andrzej Kuranc, Krzysztof Skrzypiec
Audio-Based Speed Change Classification for Vehicles. NFMCP@PKDD/ECML (2016)
Alicja Wieczorkowska, Elzbieta Kubera, Tomasz Slowik, Krzysztof Skrzypiec
Spectral Features for Audio Based Vehicle Identification. NFMCP (2015)
Elzbieta Kubera, Alicja Wieczorkowska, Krzysztof Skrzypiec
Audio-Based Hierarchic Vehicle Classification for Intelligent Transportation Systems. ISMIS (2015)
Miron B. Kursa, Alicja Wieczorkowska
Multi-label Ferns for Efficient Recognition of Musical Instruments in Recordings. ISMIS (2014)
Hakim Touati, Zbigniew W. Ras, James Studnicki, Alicja Wieczorkowska
Mining Surgical Meta-actions Effects with Variable Diagnoses' Number. ISMIS (2014)
Miron B. Kursa, Alicja Wieczorkowska
Multi-label Ferns for Efficient Recognition of Musical Instruments in Recordings. CoRR (2014)
Ayman Hajja, Zbigniew W. Ras, Alicja Wieczorkowska
Hierarchical object-driven action rules. J. Intell. Inf. Syst. 42 (2) (2014)
Krzysztof Szklanny, Armand Stanczak, Pawel Wojtków, Sergio Cosentino, Alicja Wieczorkowska
SyncBox - Synchronizer and Interface for High-Speed Macro Photography. HCI (1) (2014)
Marcin Wichrowski, Ewa Satalecka, Alicja Wieczorkowska
Augmented Reality Workshops for Art Students. HCI (17) (2014)
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)
Alicja Wieczorkowska, Miron B. Kursa
A Comparison of Random Forests and Ferns on Recognition of Instruments in Jazz Recordings CoRR (2013)
Ayman Hajja, Alicja Wieczorkowska, Zbigniew W. Ras, Ryszard Gubrynowicz
Pair-Based Object-Driven Action Rules. NFMCP (2012)
Alicja Wieczorkowska, Miron B. Kursa
A Comparison of Random Forests and Ferns on Recognition of Instruments in Jazz Recordings. ISMIS (2012)
Deepali Kohli, Zbigniew W. Ras, Pamela L. Thompson, Pawel J. Jastreboff, Alicja Wieczorkowska
From Music to Emotions and Tinnitus Treatment, Initial Study. ISMIS (2012)
Elzbieta Kubera, Miron B. Kursa, Witold R. Rudnicki, Radoslaw Rudnicki, Alicja Wieczorkowska
All That Jazz in the Random Forest. ISMIS (2011)
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) (2011)
Alicja Wieczorkowska, Agnieszka Kubik-Komar
Application of analysis of variance and post hoc comparisons to studying the discriminative power of sound parameters in distinguishing between musical instruments. J. Intell. Inf. Syst. 37 (3) (2011)
Alicja Wieczorkowska, Miron B. Kursa, Elzbieta Kubera, Radoslaw Rudnicki, Witold R. Rudnicki
Playing in Unison in the Random Forest. SIIS (2011)
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) (2010)
Elzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras, Magdalena Skrzypiec
Recognition of Instrument Timbres in Real Polytimbral Audio Recordings. ECML/PKDD (2) (2010)
Miron B. Kursa, Elzbieta Kubera, Witold R. Rudnicki, Alicja Wieczorkowska
Random Musical Bands Playing in Random Forests. RSCTC (2010)
Alicja Wieczorkowska, Agnieszka Kubik-Komar
Application of Analysis of Variance to Assessment of Influence of Sound Feature Groups on Discrimination between Musical Instruments. ISMIS (2009)
Miron B. Kursa, Witold R. Rudnicki, Alicja Wieczorkowska, Elzbieta Kubera, Agnieszka Kubik-Komar
Musical Instruments in Random Forest. ISMIS (2009)
Alicja Wieczorkowska, Agnieszka Kubik-Komar
Application of Discriminant Analysis to Distinction of Musical Instruments on the Basis of Selected Sound Parameters. ICMMI (2009)
Alicja Wieczorkowska
Learning from Soft-Computing Methods on Abnormalities in Audio Data. RSCTC (2008)
Alicja Wieczorkowska, Elzbieta Kolczynska
Identification of Dominating Instrument in Mixes of Sounds of the Same Pitch. ISMIS (2008)
Alicja Wieczorkowska, Zbigniew W. Ras, Cynthia Xin Zhang, Rory A. Lewis
Multi-way Hierarchic Classification of Musical Instrument Sounds. MUE (2007)
Alicja Wieczorkowska, Elzbieta Kolczynska
Quality of Musical Instrument Sound Identification for Various Levels of Accompanying Sounds. MCD (2007)
Rory A. Lewis, Alicja Wieczorkowska
Parameter-Based Categorization for Musical Instrument Retrieval. RSEISP (2007)
Alicja Wieczorkowska, Piotr Synak, Zbigniew W. Ras
Multi-Label Classification of Emotions in Music. Intelligent Information Systems (2006)
Alicja Wieczorkowska, Piotr Synak
-NN Multi-label Classification for Music Data. ISMIS (2006)
Alicja Wieczorkowska, Piotr Synak, Rory A. Lewis, Zbigniew W. Ras
Extracting Emotions from Music Data. ISMIS (2005)
Alicja Wieczorkowska, Piotr Synak, Rory A. Lewis, Zbigniew W. Ras
Creating Reliable Database for Experiments on Extracting Emotions from Music. Intelligent Information Systems (2005)
Piotr Synak, Alicja Wieczorkowska
Some Issues on Detecting Emotions in Music. RSFDGrC (2) (2005)
Li-Shiang Tsay, Zbigniew W. Ras, Alicja Wieczorkowska
Tree-based Algorithm for Discovering Extended Action-Rules (System DEAR2). Intelligent Information Systems (2004)
Alicja Wieczorkowska, Zbigniew W. Ras
Do We Need Automatic Indexing of Musical Instruments?. IMTCI (2004)
Alicja Wieczorkowska
Towards Extracting Emotions from Music. IMTCI (2004)
Alicja Wieczorkowska, Jan M. Zytkow
Analysis of Feature Dependencies in Sound Description. J. Intell. Inf. Syst. 20 (3) (2003)
Alicja Wieczorkowska, Jakub Wroblewski, Dominik Slezak, Piotr Synak
Problems with Automatic Classification of Musical Sounds. IIS (2003)
Alicja Wieczorkowska, Zbigniew W. Ras, Li-Shiang Tsay
Representing Audio Data by FS-Trees and Adaptable TV-Trees. ISMIS (2003)
Alicja Wieczorkowska, Zbigniew W. Ras
Editorial: Music Information Retrieval. J. Intell. Inf. Syst. 21 (1) (2003)
Alicja Wieczorkowska, Jan M. Zytkow
Discovering Dependencies in Sound Descriptors. IIS (2003)
Alicja Wieczorkowska, Andrzej Czyzewski
Rough Set Based Automatic Classification of Musical Instrument Sounds. Electron. Notes Theor. Comput. Sci. 82 (4) (2003)
Alicja Wieczorkowska, Jakub Wroblewski, Piotr Synak, Dominik Slezak
Application of Temporal Descriptors to Musical Instrument Sound Recognition. J. Intell. Inf. Syst. 21 (1) (2003)
Dominik Slezak, Piotr Synak, Alicja Wieczorkowska, Jakub Wroblewski
KDD-Based Approach to Musical Instrument Sound Recognition. ISMIS (2002)
Alicja Wieczorkowska
Content Extraction Based on MPEG-7 Audio Representation. Intelligent Information Systems (2002)
Alicja Wieczorkowska, Zbigniew W. Ras
Audio Content Description in Sound Databases. Web Intelligence (2001)
Alicja Wieczorkowska
Technologies for Sound Database Indexing: Musical Instrument Classification Methods. Intelligent Information Systems (2001)
Alicja Wieczorkowska
Musical Sound Classification based on Wavelet Analysis. Fundam. Informaticae 47 (1-2) (2001)
Zbigniew W. Ras, Alicja Wieczorkowska
Mining for Action-Rules in Large Decision Tables Classifying Customers. Intelligent Information Systems (2000)
Alicja Wieczorkowska
Towards Musical Data Classification via Wavelet Analysis. ISMIS (2000)
Alicja Wieczorkowska
Application of Decision Trees to Wavelet-based Classification of Musical Instrument Sounds. Intelligent Information Systems (2000)
Zbigniew W. Ras, Alicja Wieczorkowska
Action-Rules: How to Increase Profit of a Company. PKDD (2000)
Alicja Wieczorkowska
Rough Sets as A Tool for Audio Signal Classification. ISMIS (1999)