Alicja Wieczorkowska

PUBLICATIONS

Books/Editing
Papers
Technical Reports

Books/Editing

  1. A. Wieczorkowska (Guest Editor), "Music Acquisition and Automatic Processing for Machine Learning-Based Applications". A special issue of Sensors (ISSN 1424-8220). Open for submissions
  2. A. Wieczorkowska (Guest Editor), "Audio, Image, and Multimodal Sensing Techniques". A special issue of Sensors (ISSN 1424-8220). section "Intelligent Sensors", closed 10 May 2024 (9 papers)
  3. A. Biswas, E. Wennekes, A. Wieczorkowska, R.H. Laskar (Eds.), "Advances in Speech and Music Technology: Computational Aspects and Applications". Signals and Communication Technology, Springer Cham, 2023, https://doi.org/10.1007/978-3-031-18444-4
  4. A. Wieczorkowska (Guest Editor), "Analytics and Applications of Audio and Image Sensing Techniques". A special issue of Sensors (ISSN 1424-8220), section "Intelligent Sensors", closed 28 February 2022 (17 papers)
  5. A. Biswas, E. Wennekes, T.-P. Hong, A. Wieczorkowska (Eds.), "Advances in Speech and Music Technology". Proceedings of FRSM 2020. Advances in Intelligent Systems and Computing (AISC, volume 1320), Springer 2021, ISBN: 978-981-33-6881-1
  6. Z. W. Ras, A. Wieczorkowska, S. Tsumoto (Eds.), "Recommender Systems for Medicine and Music", Series: Studies in Computational Intelligence, Vol. 946, Springer International Publishing 2021, ISBN 978-3-030-66448-0
  7. Z. W. Ras, A. A. Wieczorkowska (Eds.), "Advances in Music Information Retrieval", Series: Studies in Computational Intelligence, Vol. 274, springerlink.com, Springer-Verlag Berlin Heidelberg 2010, ISBN: 978-3-642-11673-5
  8. A. Wieczorkowska, "Multimedia. Theoretical foundations and practical applications" (in Polish, "Multimedia. Podstawy teoretyczne i zastosowania praktyczne"). Wydawnictwo PJWSTK, Warsaw 2008, 359 pages. ISBN 978-83-89244-67-5
  9. A. Wieczorkowska, Z. W. Ras (editors), "Music Information Retrieval", Special Issue, Journal of Intelligent Information Systems, Kluwer, Vol. 21, No. 1, July 2003

Papers
  1. M. Klec, K. Szklanny, A. Wieczorkowska: "Developing a Corpus for Polish Speech Enhancement by Reducing Noise, Reverberation, and Disruptions", in: B. Marcinkowski, A. Przybylek, A. Jarzębowicz, N. Iivari, E. Insfran, M. Lang, H. Linger, C. Schneider (Eds.): Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings). Gdansk, Poland: University of Gdańsk, 2024. ISBN: 978-83-972632-0-8, https://doi.org/10.62036/ISD.2024.37
  2. D. Wegrzyn, P. Wrzeciono, A. Wieczorkowska: "The Reconstruction of Blowing Pressure in Pipe Organ Using Machine Learning", in: B. Marcinkowski, A. Przybylek, A. Jarzębowicz, N. Iivari, E. Insfran, M. Lang, H. Linger, C. Schneider (Eds.): Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings). Gdansk, Poland: University of Gdańsk, 2024. ISBN: 978-83-972632-0-8, https://doi.org/10.62036/ISD.2024.113
  3. E. Kubera, A. Wieczorkowska, A. Kubik-Komar, K. Piotrowska-Weryszko, A. Konarska, "Image Processing for Improving Detection of Pollen Grains in Light Microscopy Images", in: B. Marcinkowski, A. Przybylek, A. Jarzębowicz, N. Iivari, E. Insfran, M. Lang, H. Linger, C. Schneider (Eds.): Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings). Gdansk, Poland: University of Gdańsk, 2024. ISBN: 978-83-972632-0-8, https://doi.org/10.62036/ISD.2024.61
  4. M. Klec, A. Wieczorkowska, K. Szklanny, W. Strus, "Beyond the Big Five personality traits for music recommendation systems". EURASIP Journal on Audio, Speech, and Music Processing 2023:4, 2023, https://doi.org/10.1186/s13636-022-00269-0
  5. A. Wieczorkowska, "Analytics and Applications of Audio and Image Sensing Techniques", Sensors 2022, 22(21), 8443, https://doi.org/10.3390/s22218443
  6. E. Kubera, A. Kubik-Komar, A. Wieczorkowska, K. Piotrowska-Weryszko, P. Kurasinski, A. Konarska, "Towards Automation of Pollen Monitoring: Image-Based Tree Pollen Recognition”, in: M. Ceci, S. Flesca, E. Masciari, G. Manco, Z. W. Raś (Eds.): ISMIS 2022, Springer 2022, LNAI 13515, pp. 219–229, https://doi.org/10.1007/978-3-031-16564-1_21
  7. K. Szklanny, M. Wichrowski, A. Wieczorkowska, "Prototyping Mobile Storytelling Applications for People with Aphasia", Sensors 2022, 22(1), 14; https://doi.org/10.3390/s22010014
  8. D. Wegrzyn, P. Wrzeciono, A. Wieczorkowska, "The Dependence of Flue Pipe Airflow Parameters on the Proximity of an Obstacle to the Pipe’s Mouth", Sensors 2022, 22(1), 10; https://doi.org/10.3390/s22010010
  9. M. Klec, A. Wieczorkowska, "Music and Healthcare Recommendation Systems", in: Z. W. Ras, A. Wieczorkowska, S. Tsumoto (Eds.): Recommender Systems for Medicine and Music. Studies in Computational Intelligence, Vol. 946, Springer 2021, pp. 187-195
  10. M. Klec, A. Wieczorkowska, "Music Recommendation Systems: A Survey", in: Z. W. Ras, A. Wieczorkowska, S. Tsumoto (Eds.): Recommender Systems for Medicine and Music. Studies in Computational Intelligence, Vol. 946, Springer 2021, pp. 107-118
  11. D. Wegrzyn, P. Wrzeciono, A. Wieczorkowska, "Recognition of the Flue Pipe Type Using Deep Learning", in: M. Stettinger, G. Leitner, A.Felfernig, Z. W. Ras (Eds.): Intelligent Systems in Industrial Applications, ISMIS 2020. SCI 949, Springer, Cham, 2021, pp. 80-93, DOI: https://doi.org/10.1007/978-3-030-67148-8_7
  12. E. Kubera, A. Wieczorkowska, A. Kuranc, "Parameter Tuning for Speed Changes Detection in On-Road Audio Recordings of Single Drives", in: M. Stettinger, G. Leitner, A.Felfernig, Z. W. Ras (Eds.): Intelligent Systems in Industrial Applications, ISMIS 2020. SCI 949, Springer, Cham, 2021, pp. 3-14, DOI: https://doi.org/10.1007/978-3-030-67148-8_1
  13. W. Jarmulski, A. Wieczorkowska, "Interpretable survival gradient boosting models with bagged trees base learners", in: M. Ceci, C. Loglisci, G. Manco, E. Masciari, Z. Ras (Eds.): New Frontiers in Mining Complex Patterns, 8th International Workshop, NFMCP 2019 Held in Conjunction with ECML-PKDD 2019, Wurzburg, Germany, September 16, 2019, Revised Selected Papers. Springer 2020, LNAI 11948, pp. 39-51
  14. E. Kubera, A. Wieczorkowska, A. Kuranc, "Hough Transform as a Tool for the Classification of Vehicle Speed Changes in On-Road Audio Recordings", in: M. Ceci, C. Loglisci, G. Manco, E. Masciari, Z. Ras (Eds.): New Frontiers in Mining Complex Patterns, 8th International Workshop, NFMCP 2019 Held in Conjunction with ECML-PKDD 2019, Wurzburg, Germany, September 16, 2019, Revised Selected Papers. Springer 2020, LNAI 11948, pp. 137-154
  15. W. Jarmulski, A. Wieczorkowska, M. Trzaska, E. Hryniewiecka, L. Paczek, M. Ciszek, "Platelets level variability during the first year after liver transplantation in the risk prediction model for recipients mortality", Annals of Hepatology, Available online 21 March 2020, https://doi.org/10.1016/j.aohep.2020.03.004, pp. 417-421
  16. A. Wieczorkowska, W. Jarmulski, "Optimizing C-Index via Gradient Boosting in Medical Survival Analysis", in: A. Appice, M. Ceci, C. Loglisci, G. Manco, E. Masciari, Z. Ras (Eds.): Complex Pattern Mining. New Challenges, Methods and Applications. Studies in Computational Intelligence, vol 880. Springer, Cham, 2020. https://doi.org/10.1007/978-3-030-36617-9_3, pp. 33-45
  17. E. Kubera, A. Wieczorkowska, A. Kuranc, "Speed changes classification based on automotive spectrogram data analysis", in: New Frontiers in Mining Complex Patterns, eighth edition of the International Workshop NFMCP in conjunction with ECML-PKDD 2019, Wurzburg, Germany
  18. W. Jarmulski, A. Wieczorkowska, "Interpretable survival gradient boosting models with bagged trees base learners", in: New Frontiers in Mining Complex Patterns, eighth edition of the International Workshop NFMCP in conjunction with ECML-PKDD 2019, Wurzburg, Germany
  19. E. Kubera, A. Wieczorkowska, A. Kuranc, T. Slowik, "Discovering Speed Changes of Vehicles from Audio Data", Sensors 19(14), 3067, doi:10.3390/s19143067, 2019
  20. P. Arbajian, A. Hajja, Z. W. Ras, A. A. Wieczorkowska, "Effect of speech segment samples selection in stutter block detection and remediation", J Intell Inf Syst (2019) 53:241-264, DOI 10.1007/s10844-019-00546-z
  21. A. Hajja, G. F. Hiers, P. Arbajian, Z. W. Ras, A. A. Wieczorkowska, "Multipurpose Web-Platform for Labeling Audio Segments Efficiently and Effectively", in: M. Ceci, N. Japkowicz, J. Liu, G. A. Papadopoulos, Z. W. Ras (Eds.), ISMIS 2018, Springer LNAI 11177, pp. 179-188, 2018, DOI 10.1007/978-3-030-01851-1_18
  22. J. Gonera, K. Szklanny, M. Wichrowski, A. Wieczorkowska, "Mobile Application with Image Recognition for Persons with Aphasia", in: M. Ceci, N. Japkowicz, J. Liu, G. A. Papadopoulos, Z. W. Ras (Eds.), ISMIS 2018, Springer LNAI 11177, pp. 111-119, 2018, DOI 10.1007/978-3-030-01851-1_11
  23. A. Wieczorkowska, W. Jarmulski, "Experiments on Optimizing C-index in Survival Analysis", in: 7th International Workshop on New Frontiers in Mining Complex Patterns NFmcp @ ECML-PKDD 2018, 10-14 September 2018, Dublin, Ireland
  24. J. Kosinski, K. Szklanny, A. Wieczorkowska, M. Wichrowski, "An Analysis of Game-Related Emotions Using EMOTIV EPOC", in: M. Ganzha, L. Maciaszek, M. Paprzycki (eds.), Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018, Annals of Computer Science and Information Systems vol. 15, PTI, IEEE, pp. 913-917, DOI: 10.15439/2018F296
  25. W. Jarmulski, A. Wieczorkowska, M. Trzaska, M. Ciszek, L. Paczek, "Machine Learning Models for Predicting Patients Survival After Liver Transplantation", Computer Science 19(2), 2018, pp. 223-239
  26. P. Arbajian, A. Hajja, Z. W. Ras, A. A. Wieczorkowska, "Segment-Removal Based Stuttered Speech Remediation", in: A. Appice, C. Loglisci, G. Manco, E. Masciari, Z. W. Ras (Eds.), NFMCP 2017, LNAI 10785, pp. 16-34, Springer 2018
  27. A. Wieczorkowska, E. Kubera, T. Slowik, K. Skrzypiec, "Spectral features for audio based vehicle and engine classification", J Intell Inf Syst (2018) 50:265-290, DOI 10.1007/s10844-017-0459-2
  28. K. Szklanny, L. Homoncik, M. Wichrowski, A. Wieczorkowska, "Creating an Interactive and Storytelling Educational Physics App for Mobile Devices", in: M. Ganzha, L. Maciaszek, M. Paprzycki (Eds.), Proceedings of the 2017 Federated Conference on Computer Science and Information Systems. Annals of Computer Science and Information Systems vol. 11, IEEE 2017, pp. 1269-1273, DOI 10.15439/2017F95
  29. E. Kubera, A. Wieczorkowska, T. Slowik, A. Kuranc, K. Skrzypiec, "Audio-Based Speed Change Classification for Vehicles", in: A. Appice, M. Ceci, C. Loglisci, E. Masciari, Z.W. Ras (Eds.): NFMCP 2016, LNAI 10312, pp. 54-68, 2017. DOI: 10.1007/978-3-319-61461-8 4
  30. A. Wieczorkowska, E. Kubera, D. Korzinek, T. Slowik, A. Kuranc, "Time-Frequency Representations for Speed Change Classification: A Pilot Study", in: M. Kryszkiewicz, A. Appice, D. Slezak, H. Rybinski, A. Skowron, Z.W. Ras (Eds.): ISMIS 2017, LNAI 10352, pp. 404-413, 2017. DOI: 10.1007/978-3-319-60438-1 40
  31. E. Kubera, A. Wieczorkowska, T. Slowik, A. Kuranc, K. Skrzypiec, "Speed Change Classification for Engines in Vehicles", in: 5th International Workshop on New Frontiers in Mining Complex Patterns NFmcp @ ECML-PKDD 2016, Riva del Garda, 2016
  32. K. Szklanny, A. Wieczorkowska, "Spin Photography: Setting Systems for Interactive Internet-Based Picture Galleries without Photo Errors", in: F.V. Cipolla-Ficarra, K. Veltman, A. Radley, J. Wen-Yuan, A. Poli, D. Tamburini, D. Edison, M. Cipolla-Ficarra (Eds.): HCITOCH 2016, Seventh International Workshop on Human-Computer Interaction, Tourism and Cultural Heritage, Turin, Italy, September 7-9, 2016, Proceedings, ISBN: 978.88.96.471.58.6, DOI: 10.978.8896471/586
  33. K. Szklanny, L. Homoncik, M. Wichrowski, A. Wieczorkowska, "Creating an Interactive and Storytelling Educational Physics App for Mobile Devices Based on 3D Technology and Best Edutainment Guidelines", in: F.V. Cipolla-Ficarra, K. Veltman, A. Radley, J. Wen-Yuan, A. Poli, D. Tamburini, D. Edison, M. Cipolla-Ficarra (Eds.): HCITOCH 2016, Seventh International Workshop on Human-Computer Interaction, Tourism and Cultural Heritage, Turin, Italy, September 7-9, 2016, Proceedings, ISBN: 978.88.96.471.58.6, DOI: 10.978.8896471/586
  34. A. Wieczorkowska, E. Kubera, T. Slowik, K. Skrzypiec, "Spectral Features for Audio Based Vehicle Identification", in: M. Ceci, C. Loglisci, G. Manco, E. Masciari, Z.W. Ras (Eds.): New Frontiers in Mining Complex Patterns, 4th International Workshop, NFMCP 2015, Held in Conjunction with ECML-PKDD 2015, Porto, Portugal, September 7, 2015, Revised Selected Papers, pp. 163-178. LNAI 9607, Springer 2016, DOI: 10.1007/978-3-319-39315-5_11
  35. E. Kubera, A. Wieczorkowska, K. Skrzypiec, "Audio-Based Hierarchic Vehicle Classification for Intelligent Transportation Systems", in: F. Esposito, O. Pivert, M.-S. Hacid, Z.W. Ras, S. Ferilli (Eds.): ISMIS 2015, LNAI 9384, pp. 343-352, 2015. DOI: : 10.1007/978-3-319-25252-0 37
  36. K. Szklanny, M. Wichrowski, A. Wieczorkowska, "Educational App for Android Mobile Devices", Mathematical Models and Computational Methods, 2nd Edition, Proc. AMCSE 2015, MMMAS 2015, EAS 2015; invited paper. ISBN: 978-1-61804-350-4, pp. 184-188
  37. K. Szklanny, M. Wichrowski, A. Wieczorkowska, "Aphastory for Google Glass", Mathematical Models and Computational Methods, 2nd Edition, Proc. AMCSE 2015, MMMAS 2015, EAS 2015; invited paper. ISBN: 978-1-61804-350-4, pp. 124-127
  38. K. Szklanny, A. Wieczorkowska, "Computer Controlled Low Cost System for Professional 360 Photography", Mathematical Models and Computational Methods, 2nd Edition, Proc. AMCSE 2015, MMMAS 2015, EAS 2015; invited paper. ISBN: 978-1-61804-350-4, pp. 106-109
  39. A. Hajja, H. Touati, Z. W. Ras, J. Studnicki, A. A. Wieczorkowska, "Predicting Negative Side Effects of Surgeries Through Clustering, in: M. Ceci, C. Loglisci, G. Manco, E. Masciari, Z.W. Ras (Eds.): NFMCP 2014, LNAI 8983, pp. 41-55, 2015. DOI: 10.1007/978-3-319-17876-9 3
  40. E. Kubera, A.A. Wieczorkowska, "Pitch-Related Identification of Instruments in Classical Music Recordings", in: M. Ceci, C. Loglisci, G. Manco, E. Masciari, Z.W. Ras (Eds.): NFMCP 2014, LNAI 8983, pp. 194-209, 2015. DOI: 10.1007/978-3-319-17876-9 13
  41. J. Kowalczuk, J. Zarajczyk, N. Leszczynski, I. Niedziolka, M. Szymanek, P. Sobczak, K. Zawislak, A. Wieczorkowska, "The Influence of the Kind and the Moisture Content of Straw on its Heating Value", Teka Commission of Motorization and Energetics in Agriculture (2014), Vol. 14, No. 3, pp. 51-54
  42. H. Touati, Z. W. Ras, J. Studnicki, A. A. Wieczorkowska, "Mining Surgical Meta-actions Effects with Variable Diagnoses' Number", in: T. Andreasen, H. Christiansen, J.-C. Cubero, Z. W. Ras (Eds.): ISMIS 2014, LNAI 8502, pp. 254-263, 2014. Springer International Publishing Switzerland 2014
  43. M. B. Kursa, A. A. Wieczorkowska, "Multi-label Ferns for Efficient Recognition of Musical Instruments in Recordings", in: T. Andreasen, H. Christiansen, J.-C. Cubero, Z. W. Ras (Eds.): ISMIS 2014, LNAI 8502, pp. 214-223, 2014. Springer International Publishing Switzerland 2014
  44. E. Kubera, A. Wieczorkowska, M. Skrzypiec, "Influence of Feature Sets on Precision, Recall, and Accuracy of Identification of Musical Instruments in Audio Recordings", in: T. Andreasen, H. Christiansen, J.-C. Cubero, Z. W. Ras (Eds.): ISMIS 2014, LNAI 8502, pp. 204-213, 2014. Springer International Publishing Switzerland 2014
  45. M. Wichrowski, E. Satalecka, A. Wieczorkowska, "Augmented Reality Workshops for Art Students", in: R. Shumaker, S. Lackey (Eds.): VAMR 2014, Part II, LNCS 8526, pp. 156-166, 2014. Springer International Publishing Switzerland 2014
  46. K. Szklanny, A. Stanczak, P. Wojtkow, S. Cosentino, A. Wieczorkowska, "SyncBox - Synchronizer and Interface for High-Speed Macro Photography", in: M. Kurosu (Ed.): Human-Computer Interaction, Part I, HCII 2014, LNCS 8510, pp. 652-661, 2014. Springer International Publishing Switzerland 2014
  47. E. Kubera, A.A. Wieczorkowska, "Mining Audio Data for Multiple Instrument Recognition in Classical Music", in: A. Appice, M. Ceci, C. Loglisci, G. Manco, E. Masciari, Z.W. Ras (Eds.): NFMCP 2013, LNAI 8399, pp. 246-260, Springer International Publishing Switzerland 2014
  48. A. Cohen Mostafavi, Z.W. Ras, A.A. Wieczorkowska, "From Personalized to Hierarchically Structured Classifiers for Retrieving Music by Mood", in: A. Appice, M. Ceci, C. Loglisci, G. Manco, E. Masciari, Z.W. Ras (Eds.): NFMCP 2013, LNAI 8399, pp. 231-245, Springer International Publishing Switzerland 2014
  49. A. Hajja, Z.W. Ras, A.A. Wieczorkowska, "Hierarchical object-driven action rules", J Intell Inf Syst (2014) 42:207-232, DOI 10.1007/s10844-013-0291-2
  50. J. Kowalczuk, J. Zarajczyk, A. Wieczorkowska, "Modern Tractors Manufactured by URSUS S.A. Company" (in Polish, "Nowoczesne ciagniki produkowane przez spolke URSUS S.A."), Motrol. Commission of Motorization and Energetics in Agriculture - 2013, Vol. 15, No. 1, pp. 73-76
  51. A. Cohen Mostafavi, Z. Ras, A. Wieczorkowska, "Developing Personalized Classifiers for Retrieving Music by Mood", in: New Frontiers in Mining Complex Patterns NFMCP 2013, International Workshop, held at ECML-PKDD 2013, 27th September 2013, Prague, Czech Republic
  52. E. Kubera, A. Wieczorkowska, "Mining Audio Data for Multiple Instrument Recognition in Classical Music", in: New Frontiers in Mining Complex Patterns NFMCP 2013, International Workshop, held at ECML-PKDD 2013, 27th September 2013, Prague, Czech Republic
  53. M. Wichrowski, A. Wieczorkowska, "HCI in Practice: Teaching Students to Prepare Interactive Mockups of a User Interface for Ticket Vending Machines", International Journal of Information Technology & Computer Science (IJITCS), ISSN 2091-1610, Volume 10, Issue No. 3, 2013, pp. 1-6
  54. E. Kubera, A. A. Wieczorkowska, Z. W. Ras, "Time Variability-Based Hierarchic Recognition of Multiple Musical Instruments in Recordings", in: A. Skowron, Z. Suraj (Eds.): Rough Sets and Intelligent Systems - Professor Zdzislaw Pawlak in Memoriam, Vol. 2., Intelligent Systems Reference Library Vol. 43, DOI 10.1007/978-3-642-30341-8_18, Springer Berlin Heidelberg 2013, pp. 347-363
  55. A. Hajja, A.A. Wieczorkowska, Z.W. Ras, R. Gubrynowicz, "Pair-Based Object-Driven Action Rules", in: A. Appice, M. Ceci, C. Loglisci, G. Manco, E. Masciari, Z.W. Ras (Eds.): NFMCP 2012 Workshop, LNAI 7765, pp. 79-93, 2013, Springer-Verlag Berlin Heidelberg 2013
  56. A. A. Wieczorkowska, M. B. Kursa, "A Comparison of Random Forests and Ferns on Recognition of Instruments in Jazz Recordings", in: L. Chen, A. Felfernig, J. Liu, Z. W. Ras (Eds.): Foundations of Intelligent Systems. 20th International Symposium, ISMIS 2012, Macau, China, December 2012, Proceedings. LNAI 7661, Springer-Verlag Berlin Heidelberg 2012, pp. 208-217
  57. D. Kohli, Z. W. Ras, P. L. Thompson, P. J. Jastreboff, A. Wieczorkowska, "From Music to Emotions and Tinnitus Treatment, Initial Study", in: L. Chen, A. Felfernig, J. Liu, Z. W. Ras (Eds.): Foundations of Intelligent Systems. 20th International Symposium, ISMIS 2012, Macau, China, December 2012, Proceedings. LNAI 7661, Springer-Verlag Berlin Heidelberg 2012, pp. 244-253
  58. A. Hajja, A. Wieczorkowska, Z. Ras, R. Gubrynowicz, "Object-driven Action Rules and their Application to Hypernasality Treatment", in: A. Appice, M. Ceci, C. Loglisci, G. Manco, E. Masciari, Z. Ras (Eds.): Proceedings of the Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2012), pp. 104-115
  59. E. Kubera, A. A. Wieczorkowska, "Recognition of musical instruments in polyphonic recordings for mean, mode, and median-based sound parameters", in: A. Jozefczak (Ed.): 59th Open Seminar on Acoustics joint with Workshop on Strategic Management of Noise including Aircraft Noise, 10-14.09.2012 Poznan - Boszkowo, pp. 137-140
  60. A.A. Wieczorkowska, M. B. Kursa, E. Kubera, R. Rudnicki, W. Rudnicki, "Playing in Unison in the Random Forest", in: P. Bouvry, M. Klopotek, F. Leprevost, M. Marciniak, A. Mykowiecka, H. Rybinski (Eds.): Security and Intelligent Information Systems. LNCS 7053, Springer-Verlag Berlin Heidelberg 2011, 226-239
  61. E. Kubera, M. B. Kursa, W. R. Rudnicki, R. Rudnicki, A. A. Wieczorkowska, "All That Jazz in the Random Forest", in: M. Kryszkiewicz, H. Rybinski, A. Skowron, Z. W. Ras (Eds.): Foundations of Intelligent Systems. 19th International Symposium, ISMIS 2011, Warsaw, Poland, June 28-30, 2011, Proceedings. LNAI 6804, Springer-Verlag Berlin Heidelberg 2011, 543-553
  62. A. Wieczorkowska, E. Kubera, A. Kubik-Komar, "Analysis of Recognition of a Musical Instrument in Sound Mixes Using Support Vector Machines", Fundamenta Informaticae, Volume 107, Number 1, IOS Press, 2011, 85-104
  63. A. Wieczorkowska, A. Kubik-Komar, "Application of analysis of variance and post hoc comparisons to studying the discriminative power of sound parameters in distinguishing between musical instruments", Journal of Intelligent Information Systems, Volume 37 Number 3. Published online: 10 November 2010, DOI: 10.1007/s10844-010-0140-5, Springer. J Intell Inf Syst (2011) 37:293-314
  64. E. Kubera, A. Wieczorkowska, Z. Ras, M. Skrzypiec, "Recognition of Instrument Timbres in Real Polytimbral Audio Recordings", in: J. L. Balcazar, F. Bonchi, A. Gionis, M. Sebag (Eds.): Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part II. LNAI 6322, Springer-Verlag Berlin Heidelberg 2010, 97-110
  65. M. B. Kursa, E. Kubera, W. R. Rudnicki, A. A. Wieczorkowska, "Random Musical Bands Playing in Random Forests", in: M. Szczuka, M. Kryszkiewicz, S. Ramanna, R. Jensen, Q. Hu (Eds.): Rough Sets and Curent Trends in Computing. 7th International Conference, RSCTC 2010, Warsaw, Poland, June 2010, Proceedings. LNAI 6086, Springer-Verlag Berlin Heidelberg 2010, 580-589
  66. A. A. Wieczorkowska, A. K. Datta, R. Sengupta, N. Dey, B. Mukherjee, "On Search for Emotion in Hindusthani Vocal Music", in: Z.W. Ras, A.A. Wieczorkowska (Eds.): Advances in Music Information Retrieval, SCI 274, springerlink.com, Springer-Verlag Berlin Heidelberg 2010, 285-304
  67. W. Jiang, Z. W. Ras, A. A. Wieczorkowska, "Clustering Driven Cascade Classifiers for Multi-indexing of Polyphonic Music by Instruments", in: Z.W. Ras, A.A. Wieczorkowska (Eds.): Advances in Music Information Retrieval, SCI 274, springerlink.com, Springer-Verlag Berlin Heidelberg 2010, 19-38
  68. A. Wieczorkowska, A. Kubik-Komar, "Application of Discriminant Analysis to Distinction of Musical Instruments on the Basis of Selected Sound Parameters", in: K. A. Cyran, S. Kozielski, J. F. Peters, U. Stanczyk, A. Wakulicz-Deja (Eds.), "Man-Machine Interactions". Advances in Intelligent and Soft Computing 59, Springer-Verlag Berlin Heidelberg 2009, 407-416
  69. A. Wieczorkowska, A. Kubik-Komar, "Application of Analysis of Variance to Assessment of Influence of Sound Feature Groups on Discrimination between Musical Instruments", in: J. Rauch, Z. W. Ras, P. Berka, T. Elomaa (Eds.), "Foundations of Intelligent Systems", 18th International Symposium, ISMIS 2009, Prague, Czech Republic, September 14-17, 2009, Proceedings. LNAI 5722, Springer-Verlag Berlin Heidelberg 2009, 291-300
  70. M. Kursa, W. Rudnicki, A. Wieczorkowska, E. Kubera, A. Kubik-Komar, "Musical Instruments in Random Forest", in: J. Rauch, Z. W. Ras, P. Berka, T. Elomaa (Eds.), "Foundations of Intelligent Systems", 18th International Symposium, ISMIS 2009, Prague, Czech Republic, September 14-17, 2009, Proceedings. LNAI 5722, Springer-Verlag Berlin Heidelberg 2009, 281-290
  71. A. A. Wieczorkowska, E. Kubera, "Identification of a dominating instrument in polytimbral same-pitch mixes using SVM classifiers with non-linear kernel", J. Intell. Inf. Syst., Volume 34, Number 3 / June, 2010, Published online: 26 August 2009, pp. 275-303, DOI 10.1007/s10844-009-0098-3
  72. W. Jiang, A. Wieczorkowska, Z.W. Ras, "Music Instrument Estimation in Polyphonic Sound Based on Short-Term Spectrum Match", in: A.-E. Hassanien, A. Abraham, F. Herrera (Eds.), "Foundations of Computational Intelligence. Volume 2. Approximate Reasoning". Studies in Computational Intelligence Vol. 202, Springer Berlin Heidelberg 2009, 259-273
  73. A. A. Wieczorkowska, "Music Information Retrieval", in: J. Wang (Ed.): Encyclopedia of Data Warehousing and Mining, Second Edition, pp. 1396-1402, IGI Global 2009
  74. A. Wieczorkowska, E. Kubera, A. Kubik-Komar, "Analysis of Recognition of a Musical Instrument in Sound Mixes Using Support Vector Machines", in: H. S. Nguyen, V.-N. Huynh (Eds.), "SCKT-08: Soft Computing for Knowledge Technology Workshop", Hanoi, Vietnam, December 2008, Proceedings. Tenth Pacific Rim International Conference on Artificial Intelligence PRICAI 2008, 110-121
  75. A. Wieczorkowska, "Learning from Soft-Computing Methods on Abnormalities in Audio Data", in: C.-C. Chan, J. W. Grzymala-Busse, W. P. Ziarko (Eds.), "Rough Sets and Current Trends in Computing", 6th International Conference, RSCTC 2008, Akron, OH, USA, October 2008, Proceedings. LNAI 5306, Springer 2008, 465-474
  76. A. Wieczorkowska, E. Kolczynska, Z. W. Ras, "Training of Classifiers for the Recognition of Musical Instrument Dominating in the Same-Pitch Mix", in: N. T. Nguyen, R. Katarzyniak (Eds.), "New Challenges in Applied Intelligence Technologies", Studies in Computational Intelligence, Volume 134, Springer 2008, 213-222
  77. A. Wieczorkowska, E. Kolczynska, "Quality of Musical Instrument Sound Identification for Various Levels of Accompanying Sounds", in: Z. Ras, S. Tsumoto, D. A. Zighed (Eds.), "Mining Complex Data", ECML/PKDD 2007 Third International Workshop, MDC 2007, Warsaw, Poland 2007, Revised Selected Papers. LNAI 4944, Springer 2008, 93-103
  78. E. Kolczynska, A. Wieczorkowska, "Identification of Dominating Instrument in Mixes of Sounds of the Same Pitch", in: A. An, S. Matwin, Z. W Ras, D. Slezak (Eds.), "Foundations of Intelligent Systems", 17th International Symposium, ISMIS 2008. LNAI 4994, Springer-Verlag Berlin Heidelberg 2008, 455-464
  79. E. Kolczynska, A. Wieczorkowska, "Influence of disturbing sounds in training set on quality of classifiers for automatic indexing of music instruments in music" (in Polish), II Krajowa Konferencja Naukowa Technologie Przetwarzania Danych TPD 2007, Poznan University of Technology, Poznan, Poland 2007, 289-298
  80. A. Wieczorkowska, E. Kolczynska, "Quality of Musical Instrument Sound Identification for Various Levels of Accompanying Sounds", 18th European Conference on Machine Learning and 11th European Conference on Principles and Practice of Knowledge Discovery in Databases ECML/PKDD 2007, Proceedings of the Third International Workshop on Mining Complex Data MCD 2007, September 17 and 21, 2007, Warsaw, Poland, 175-184
  81. R. A. Lewis, A. Wieczorkowska, "Categorization of Musical Instrument Sounds Based on Numerical Parameters", in: B. Akhgar (Ed.), ICCS 2007, Proceedings of the 15th International Workshops on Conceptual Structures, Springer, 87-93
  82. R. Lewis, A. Wieczorkowska, "Parameter-Based Categorization for Musical Instrument Retrieval", in: M. Kryszkiewicz, J. F. Peters, H. Rybinski, A. Skowron (Eds.): Rough Sets and Intelligent Systems Paradigms, International Conference, RSEISP 2007, Warsaw, Poland, June 28-30, 2007, Proceedings. Springer, LNAI 4585, 784-792
  83. A. A. Wieczorkowska, Z. W. Ras, X. Zhang, R. Lewis, "Multi-way Hierarchic Classification of Musical Instrument Sounds", 2007 International Conference on Multimedia and Ubiquitous Engineering MUE 2007, 26-28 April 2007, Seoul, Korea. Edited by S. Kim, J. H. Park, N. Pissinou, T. Kim, W. C. Fang, D. Slezak, H. Arabnia, D. Howard. IEEE Computer Society. 897-902
  84. A. Wieczorkowska, P. Synak, "Quality Assessment of k-NN Multi-Label Classification for Music Data", in: F. Esposito, Z. W. Ras, D. Malerba, G. Semeraro (Eds.), "Foundations of Intelligent Systems", 16th International Symposium, ISMIS 2006, Bari, Italy, September 2006, Proceedings. LNAI 4203, Springer 2006, 389-398
  85. A. Wieczorkowska, P.Synak, Z. W. Ras, "Multi-Label Classification of Emotions in Music", in: M. A. Klopotek, S. T. Wierzchon, K. Trojanowski (Eds), Intelligent Information Processing and Web Mining. Proceedings of the International IIS: IIPWM'06 Conference held in Ustron, Poland, June 19-22, 2006. Springer, Advances in Soft Computing, 307-315
  86. A. Wieczorkowska, A. Czyzewski, "Role of Various Sound Parameters in Automatic Classification of Musical Instrument Sounds", GESTS International Transactions on Communication and Signal Processing, Vol. 6, No. 1, April 2006. Global Engineering, Science, and Technology Society, http://www.gests.org; pp. 146-159
  87. A. Wieczorkowska, Z. W. Ras, "Do We Need Automatic Indexing of Musical Instruments?", in: L. Bolc, Z. Michalewicz, T. Nishida (Eds), Intelligent Media Technology for Communicative Intelligence, Second International Workshop, IMTCI 2004, Warsaw, Poland, September 2004, Revised Selected Papers. LNAI 3490, Springer 2005, 239-245
  88. A. A. Wieczorkowska, "Towards Extracting Emotions from Music", in: L. Bolc, Z. Michalewicz, T. Nishida (Eds), Intelligent Media Technology for Communicative Intelligence, Second International Workshop, IMTCI 2004, Warsaw, Poland, September 2004, Revised Selected Papers. LNAI 3490, Springer 2005, 228-238
  89. P. Synak, A. Wieczorkowska, "Some Issues on Detecting Emotions in Music", in: D. Slezak, J. Yao, J. F. Peters, W. Ziarko, X. Hu (Eds.), "Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing", 10th International Conference, RSFDGrC 2005, Regina, Canada, August/September 2005, Proceedings, Part II. LNAI 3642, Springer, 314-322
  90. A. A. Wieczorkowska, "Music Information Retrieval", in: J. Wang (ed..), "Encyclopedia of Data Warehousing and Mining", Idea Group Reference, Hershey, PA, 2005, 854-858
  91. A. A. Wieczorkowska, "Automatic Musical Instrument Sound Classification", in: J. Wang (ed..), "Encyclopedia of Data Warehousing and Mining", Idea Group Reference, Hershey, PA, 2005, 83-88
  92. A. Wieczorkowska, P. Synak, R. Lewis, Z. W. Ras, "Creating Reliable Database for Experiments on Extracting Emotions from Music", in: M. A. Klopotek, S. Wierzchon, K. Trojanowski (Eds.), "Intelligent Information Processing and Web Mining", Proceedings of the International IIS: IIPWM'05 Conference, Gdansk, Poland, 2005; Advances in Soft Computing, Springer, 395-402
  93. A. Wieczorkowska, P. Synak, R. Lewis, Z. W. Ras, "Extracting Emotions from Music Data", in: M.-S. Hacid, N. V. Murray, Z. W. Ras, S. Tsumoto (Eds.), "Foundations of Intelligent Systems", 15th International Symposium, ISMIS 2005, Saratoga Springs, NY, USA, 2005, Proceedings; LNAI 3488, Springer, 456-465
  94. Z. W. Ras, L.-S. Tsay, A. Wieczorkowska, "Actionability as Objective Measure of Rules Interestingness", in: T. Y. Lin, S. Smale, T. Poggio, and C. J. Liau (Eds.), Foundations of Data Mining. Workshop Proceedings. Fourth IEEE International Conference on Data Mining ICDM'04, Brighton, United Kingdom, 2004, 137-142
  95. A. A. Wieczorkowska, "Towards Extracting Emotions from Music", in: Warsaw IMTCI, International Workshop on Intelligent Media Technology for Communicative Intelligence, Warsaw, Poland, 2004, Proceedings; PJIIT Publishing House, 181-183
  96. A. Wieczorkowska, Z. W. Ras, "Do We Need Automatic Indexing of Musical Instruments?", in: Warsaw IMTCI, International Workshop on Intelligent Media Technology for Communicative Intelligence, Warsaw, Poland, 2004, Proceedings; PJIIT Publishing House, 43-48
  97. L.-S. Tsay, Z. W. Ras, A. Wieczorkowska, "Tree-based Algorithm for Discovering Extended Action-Rules (System DEAR2)", in "Intelligent Information Processing and Web Mining", (Eds. M. A. Klopotek, S. T. Wierzchon, K. Trojanowski), Proceedings of the International IIS: IIPWM'04 Conference, Zakopane, Poland, 2004; Springer, Advances in Soft Computing, 459-464
  98. A. Wieczorkowska, J. Wroblewski, "Octave-Error Proof Timbre-Independent Estimation of Fundamental Frequency of Musical Sounds", AES 116th Convention, Berlin, Germany, 2004, Convention Paper 6030, Abstract: Journal of the Audio Engineering Society, Vol. 52, No. 7/8 (2004), 789
  99. A. Wieczorkowska, Z. W. Ras, L.-S. Tsay, "Representing Audio Data by FS-Trees and Adaptable TV-Trees", in "Foundations of Intelligent Systems", (Eds. N. Zhong, Z. W. Ras, S. Tsumoto, E. Suzuki), ISMIS 2003 Proceedings, Maebashi City, Japan; LNAI 2871, Springer 2003, 135-142
  100. A. Wieczorkowska, J. Wroblewski, D. Slezak, P. Synak, "Problems with Automatic Classification of Musical Sounds", in "Intelligent Information Processing and Web Mining", (Eds. M. A. Klopotek, S. T. Wierzchon, K. Trojanowski), Proceedings of the International IIS: IIPWM'03 Conference, Zakopane, Poland, 2003; Springer, Advances in Soft Computing, 423-430
  101. A. Wieczorkowska, J. Zytkow, "Discovering Dependencies in Sound Descriptors", in "Intelligent Information Processing and Web Mining", (Eds. M. A. Klopotek, S. T. Wierzchon, K. Trojanowski), Proceedings of the International IIS: IIPWM'03 Conference, Zakopane, Poland, 2003; Springer, Advances in Soft Computing, 431-438
  102. A. Wieczorkowska, A. Czyzewski, "Rough Set Based Automatic Classification of Musical Instrument Sounds", International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, Warsaw, Poland, 2003; Elsevier
  103. A. Wieczorkowska, J. Wroblewski, P. Synak, D. Slezak, "Application of temporal descriptors to musical instrument sound recognition", Journal of Intelligent Information Systems, Vol. 21, No. 1, 2003, 71-93
  104. A. Wieczorkowska, Z. W. Ras, "Editorial - Music information retrieval", Journal of Intelligent Information Systems, Vol. 21, No. 1, July 2003, Kluwer, 5-8
  105. A. Wieczorkowska, J. Zytkow, "Analysis of feature dependencies in sound description", Journal of Intelligent Information Systems, Vol. 20, No. 3, 2003, 285-302
  106. A. Wieczorkowska, "Content Extraction Based on MPEG-7 Audio Representation", in "Intelligent Information Systems", Advances in Soft Computing, Proceedings of the Eleventh International Conference, IIS'2002, Sopot, Poland; Physica-Verlag, 2002, 141-144
  107. D. Slezak, P. Synak, A. Wieczorkowska, J. Wroblewski, "KDD-based approach to musical instrument sound recognition", in "Foundations of Intelligent Systems", (Eds. M.-S. Hacid, Z. W. Ras, D. Zighed, Y. Kodratoff), Proceedings of ISMIS'02, Lyon, France; LNCS/LNAI, No. 2366, Springer-Verlag, 2002, 29-37
  108. A. Wieczorkowska, "Musical Sound Classification based on Wavelet Analysis", Fundamenta Informaticae, Vol. 47, No. 1/2, 2001, 175-188
  109. A. Wieczorkowska, Z. Ras, "Audio content description in sound databases", in "Web Intelligence: Research and Development", (Eds. N. Zhong, Y. Yao, J. Liu, S. Ohsuga), Proceedings of WI'01, Maebashi City, Japan; LNCS/LNAI 2198, Springer-Verlag, 2001, 175-183
  110. A. Wieczorkowska, Z. Ras, "Indexing audio databases with musical information", in "Proceedings of SCI'01", Volume 10, Orlando, Florida, July 22-25, 2001, 279-285
  111. A. Wieczorkowska, "Technologies for sound database Indexing: Musical Instrument Classification Methods", in "Intelligent Information Systems", Advances in Soft Computing, Proceedings of the Tenth International Conference, IIS'2001, Zakopane, Poland; Physica-Verlag, 2001, 57-66
  112. A. Wieczorkowska, "Towards Musical Data Classification via Wavelet Analysis", in "Foundations of Intelligent Systems", (Eds. Z. W. Ras, S. Ohsuga), Proceedings of ISMIS'00, Charlotte, NC, USA; LNCS/LNAI, No. 1932, Springer-Verlag, 2000, 292-300
  113. Z. Ras, A. Wieczorkowska, "Action-Rules: How to Increase Profit of a Company", in "Principles of Data Mining and Knowledge Discovery", (Eds. D. A. Zighed, J. Komorowski, J. Zytkow), Proceedings of PKDD'2000, Lyon, France; LNCS/LNAI, No. 1910, Springer-Verlag, 2000, 587-592
  114. A. Wieczorkowska, "Application of Decision Trees to Wavelet-Based Classification of Musical Instrument Sounds", in "Intelligent Information Systems", Advances in Soft Computing, Proceedings of the IIS Symposium, Bystra, Poland; Physica-Verlag, 2000, 45-53
  115. Z. Ras, A. Wieczorkowska, "Mining for Action Rules in Large Decision Tables Classifying Customers", in "Intelligent Information Systems", Advances in Soft Computing, Proceedings of the IIS Symposium, Bystra, Poland; Physica-Verlag, 2000, 55-64
  116. A. Wieczorkowska, "Classification of Musical Instrument Sounds using Decision Trees", International Symposium on Sound Engineering and Mastering, Proceedings of ISSEM'99, Gdansk, Poland, Technical University of Gdansk, 1999, 225-230
  117. A. Wieczorkowska, "Wavelet Based Analysis and Parameterization of Musical Instrument Sounds", International Symposium on Sound Engineering and Mastering, Proceedings of ISSEM'99, Gdansk, Poland, Technical University of Gdansk, 1999, 219-224
  118. A. Wieczorkowska, "Rough Sets as a Tool for Audio Signal Classification", in "Foundations of Intelligent Systems, (Eds. Z. W. Ras, A. Skowron), Proceedings of ISMIS'99, Warsaw, Poland; LNCS/LNAI, No. 1609, Springer-Verlag, 1999, 367-375
  119. B. Kostek, A. Wieczorkowska, "Parametric Representation of Musical Sounds", Archive of Acoustics, 22, 1, Institute of Fundamental Technological Research, Warsaw, Poland, 1997, 3-26
  120. A. Wieczorkowska, "Synthesis of Speech and Singing Using the Waveguide Method" (in Polish), Zeszyty Naukowe Wydzialu Elektrycznego Politechniki Gdanskiej nr 11, Gdansk, Poland, 1997, 191-198
  121. A. Wieczorkowska, "Quatlity Estimation of Musical Sound Parameters in Automatic Instrument Classification" (in Polish), 44 Open Seminar on Acoustics, Jastrzebia Gora, Poland, 1997
  122. A. Wieczorkowska, "System Analysing Databases of Musical Sound Parameters" (in Polish), VII Symposium on Sound Engineering and Mastering, Cracow, Poland, 1997, 219-226
  123. B. Kostek, A. Wieczorkowska, "A System for Musical Sound Parameter Database Creation and Analysis", 102nd AES Convention, Munich, Germany, 1997, preprint 4498
  124. B. Kostek, A. Wieczorkowska, "Study of Parameter Relations in Musical Instrument Patterns", 100th AES Convention, Copenhagen, Denmark, 1996, preprint 4173
  125. B. Kostek, M. Szczerba, A. Wieczorkowska, "Musical Databases - Construction and Analysis", 19 Tonmeistertagung, Karlsruhe, Germany, 1996, 807-812
  126. A. Wieczorkowska, "Experiments on Image Compression Methods" (in Polish), Zeszyty Naukowe Wydzialu Elektrycznego Politechniki Gdanskiej nr 10, Gdansk, Poland, 1996, 71-76
  127. B. Kostek, A. Wieczorkowska, "Issues on Parameterization of Musical Instrument Sounds" (in Polish), 43 Open Seminar on Acoustics, Conference Proceedings, Ustron, Poland, 1996, Part 1, 371-376
  128. A. Wieczorkowska, P. Skorka, M. Szczerba, "Analysis of Musical Structures Based on MIDI Database" (in Polish), VI Symposium on Sound Engineering and Mastering, Warsaw, Poland, 1995, 177-182
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Technical Reports
  1. A. Wieczorkowska, "Implementation of Complex Fourier Analysis of Musical Sounds using Mathematica Application" (in Polish), Sound Engineering Department/Technical University of Gdansk, Poland, Technical Report No. KID/22/97
  2. A. Wieczorkowska, "Classifying and Testing System based on Rough Set Theory" (in Polish), Sound Engineering Department/Technical University of Gdansk, Poland, Technical Report No. KID/15/97
  3. A. Wieczorkowska, "Application of DataQuest System for Evaluation of Efficiency of Musical Instrument Sound Parameters" (in Polish), Sound Engineering Department/Technical University of Gdansk, Poland, Technical Report No. ZID/06/97
  4. A. Wieczorkowska, "System of Data Quantization and Separability Testing based on Mathematica" (in Polish), Sound Engineering Department/Technical University of Gdansk, Poland, Technical Report No. ZID/05/97
  5. A. Wieczorkowska, "Enlargement of the SHARC Database - Elaboration of Musical Sound Database" (in Polish), Sound Engineering Department/Technical University of Gdansk, Poland, Technical Report No. ZID/019/96
  6. A. Wieczorkowska, T. Snoch, "A Method of Clusterization of Continuous Attributes - an Implementation" (in Polish), Sound Engineering Department/Technical University of Gdansk, Poland, Technical Report No. ZID/001/96
  7. A. Wieczorkowska, "Quantization Methods for Continuous Attributes" (in Polish), Sound Engineering Department/Technical University of Gdansk, Poland, Technical Report No. ZID/009/95
  8. B. Kostek, A. Wieczorkowska, "Neural Nets Based Investigation of the Possibility of Sound Timbre Distinction for Sounds of the same Pitch" (in Polish), Sound Engineering Department/Technical University of Gdansk, Poland, Technical Report No. ZID/008/95
  9. A. Wieczorkowska, "Comparison of Parameter Clusterization Methods for Speech Analysis" (in Polish), Sound Engineering Department/Technical University of Gdansk, Poland, Technical Report No. ZID/001/95
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