Patryk Żywica

Patryk Żywica
degree: Ph.D.
position: Assistant Professor
office hours: Tuesday 12:00-13:00*
*e-mail required
address: Umultowska 87, 61-614 Poznań
room B4-13
e-mail: bikol@amu.edu.pl
phone: +48 618295417
www:

Research topics

  • Intelligent and Soft Computing
  • Processing of incomplete and uncertain data
  • Modeling of similarity between objects

Selected publications

  • P. Żywica, K. Dyczkowski, A. Wójtowicz, A. Stachowiak, S. Szubert, R. Moszyński. Development of a Fuzzy-Driven System for Ovarian Tumor Diagnosis. Biocybernetics and Biomedical Engineering, 36(4):632–643, 2016. doi:10.1016/j.bbe.2016.08.003 [preprint]
  • S. Szubert, A. Wójtowicz, R. Moszyński, P. Żywica, K. Dyczkowski, A. Stachowiak, S. Sajdak, D. Szpurek, J.L. Alcázar. External validation of the IOTA ADNEX model performed by two independent gynecologic centers. Gynecologic Oncology, 142(3):490–495, 2016. doi: 10.1016/j.ygyno.2016.06.020
  • A. Wójtowicz, P. Żywica, A. Stachowiak, K. Dyczkowski. Solving the problem of incomplete data in medical diagnosis via interval modeling. Applied Soft Computing, 47:424–437, 2016. doi:10.1016/j.asoc.2016.05.029 [preprint | GitHub]
  • P. Żywica, A. Stachowiak, M. Wygralak. An algorithmic study of relative cardinalities for interval-valued fuzzy sets. Fuzzy Sets and Systems, 294:105-124, 2016. doi:10.1016/j.fss.2015.11.007 [preprint | source code]
  • K. Dyczkowski, A. Wójtowicz, P. Żywica, A. Stachowiak, R. Moszyński, S. Szubert. An Intelligent System for Computer-Aided Ovarian Tumor Diagnosis. In: D. Filev, J. Jabłkowski, J. Kacprzyk, M. Krawczak, I. Popchev, L. Rutkowski, V. Sgurev, E. Sotirova, P. Szynkarczyk, S. Zadrozny (Eds.). Advances in Intelligent Systems and Computing, vol. 323, pp. 335-344, Springer, Berlin Heidelberg 2015. doi:10.1007/978-3-319-11310-4_29 [preprint]
  • A. Stachowiak, P. Żywica, K. Dyczkowski, A. Wójtowicz. An Interval-Valued Fuzzy Classifier Based on an Uncertainty-Aware Similarity Measure. In: P. Angelov, K.T. Atanassov, L. Doukovska, M. Hadjiski, V. Jotsov, J. Kacprzyk, N. Kasabov, S. Sotirov, E. Szmidt, S. Zadrożny (Eds.). Advances in Intelligent Systems and Computing, vol. 322, pp. 741-752, Springer, Berlin Heidelberg 2015. doi:10.1007/978-3-319-11313-5_65 [preprint]
  • P. Żywica, A. Wójtowicz, A. Stachowiak, K. Dyczkowski. Improving medical decisions under incomplete data using interval–valued fuzzy aggregation. Proceedings of 16th World Congress of the International Fuzzy Systems Association & 9th Conference of the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT 2015). June 30-July 03, 2015, Gijón, Spain, pp. 577-584. doi:10.2991/ifsa-eusflat-15.2015.83 (open access)
  • Other papers

Research projects

  • Adam Mickiewicz University in Poznań (2017 – )
    Leader of the grant “Application of Hesitant Fuzzy Sets to classification of uncertain data” (Polish National Science Centre, 2016/21/N/ST6/00316)
  • Poznań Science and Technology Park (2014-2015)
    Member of the research team in the project „OvaExpert – An Intelligent System for Computer-Aided Ovarian Tumor Diagnosis” within the „Innovation Incubator” programme (POIG.01.01.03-00-001/08) [project site]
  • Adam Mickiewicz University in Poznań (2013-2016)
    The contractor in the international R & D project „next generation MultImedia efficienT, Scalable and robUst Delivery (MITSU)” within Eureka initiative (NCBiR nr C2013/1-5/MITSU/3/2014) [project site]
  • Poznań Academic Business Incubator (2012-2014)
    Innovation Manager in project „Student Center for Innovation and Technology Transfer” (POKL.08.01.01-30-314/10-01) [project site]
  • Adam Mickiewicz University in Poznań (2010-2011)
    The contractor in the project „Vocational training system in archaeological heritage based upon e-learning resources” within Leonardo da Vinci programme (2010-1-PL1-LEO05-11465) [project site | Content Repository]

Awards and distinctions

  • 2015 Microsoft Azure for Research Award “Azure Machine Learning – Development of an Intelligent System for Ovarian Tumor Diagnosis, team award (USA)
  • 2015 European Society for Fuzzy Logic and Technology (EUSFLAT) student grant (Spain)
  • 2015 Distinction for presentation at the XXXII Congress of Polish Gynecological Society, together with co-authors (Poland)
  • 2012 UAM Medal for the best graduates
  • 2011 Scholarship of the Minister of Science and Higher Education
  • 2011 „The Best from the Best” award from Volkswagen (Poland)
  • 2011 First degree Award of the Rector (Poland)
  • 2011 Award of the Marshal of the Wielkopolska Region “For special achievements related to education”
  • 2010 Scholarship of the Minister of Science and Higher Education

Internships and training courses

  • University of Alberta, participation in Transformation.doc programme (Edmonton, Canada, November 2015)
  • HFP Consulting, course “Research Team Management” (Poznań, Poland, May 11-12, 2015)

Materials for students: