Research

Projects

  • Co-investigator in Research Project 2014/13/D/HS4/01700 (NCN) Construction and analysis of methods of information resources producers’ quality management
  • Participant in Interdisciplinary Ph.D. Studies Program Information technologies: Research and their interdisciplinary application, ICS PAS, SRI PAS, IBIB PAS

Publications

Books

  1. Gagolewski M., Bartoszuk M., Cena A., Przetwarzanie i analiza danych w języku Python, (Data processing and analysis in Python), Wydawnictwo Naukowe PWN, 2016, pp. 369, ISBN: 978-83-01-18940-2.

Articles in Journals

  1. Gagolewski M., Bartoszuk M., Cena A., Genie: A new, fast, and outlier-resistant hierarchical clustering algorithm, Information Sciences 363, 2016, pp. 8-23.
  2. Żogała-Siudem B., Siudem G., Cena A., Gagolewski M., Agent-based model for the h-index – Exact solution, European Physical Journal B 89:21, 2016.
  3. Cena A., Gagolewski M., Mesiar R., Problems and challenges of information resources producers’ clustering, Journal of Informetrics 9(2), 2015, pp. 273–284.
    [ Scopus 2011 ] [ Scopus 2011 (sample) ] [ stats 2014 ]
  4. Cena A., Gagolewski M., OM3: Ordered maxitive, minitive, and modular aggregation operators — axiomatic and probabilistic properties in an arity-monotonic setting, Fuzzy Sets and Systems 264, 2015, pp. 138-159.

Papers in Edited Volumes and Proceedings

  1. Gagolewski M., Cena A., Bartoszuk M., Hierarchical clustering via penalty-based aggregation and the Genie approach, In: Torra V. et al. (Eds.), Modeling Decisions for Artificial Intelligence (Lecture Notes in Artificial Intelligence 9880), Springer, 2016, pp. 191-202.
  2. Cena A., Gagolewski M., Fuzzy K-minpen clustering and K-nearest-minpen classification procedures incorporating generic distance-based penalty minimizers, In: Carvalho J.P. et al. (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part II (Communications in Computer and Information Science 611), Springer, 2016, pp. 445-456. [ Scopus data]
  3. Cena A., Gagolewski M., Clustering and aggregation of informetric data sets, In: Computational Methods in Data Analysis (Proc. ITRIA’15 vol. 1), IPI PAN, Warszawa, 2015, pp. 5–26.
  4. Cena A., Gagolewski M., Aggregation and soft clustering of informetric data, In: Baczyński M., De Baets B., Mesiar R. (Eds.), Proc. 8th International Summer School on Aggregation Operators (AGOP 2015), University of Silesia, ISBN:978-83-8012-519-3, 2015, pp. 79-84.
  5. Cena A., Gagolewski M., A K-means-like algorithm for informetric data clustering, In: Alonso J.M., Bustince H., Reformat M. (Eds.), Proc. IFSA/EUSFLAT 2015, Atlantic Press, 2015, pp. 536-543.
  6. Cena A., Gagolewski M., OM3: Ordered Maxitive, Minitive, and Modular Aggregation Operators — Part II: A simulation study, In: Bustince H. et al (Eds.), Aggregation Functions in Theory and in Practise (AISC 228), Springer-Verlag, Heidelberg, 2013, pp. 105-115.
  7. Cena A., Gagolewski M., OM3: ordered maxitive, minitive, and modular aggregation operators – Part I: Axiomatic analysis under arity-dependence, In: Bustince H. et al (Eds.), Aggregation Functions in Theory and in Practise (AISC 228), Springer-Verlag, Heidelberg, 2013, pp. 93-103.

Research Reports

  1. Gagolewski M., Cena A., A guide to the agop 0.1-3 package for R, 2013, SRI PAS Research Report RB/18/2013
  2. Cena A., Grzegorzewski P., Hryniewicz O., Jaworska T., Kochański A., Olwert A., Żogała-Siudem B., Zaawansowane techniki modelowania własności żeliwa sferoidalnego, 2013, SRI PAS Research Report RB/32/2013
  3. Cena A., Gagolewski M., Tartanus B., Żogała – Siudem B., Current State of R Packages, 2013, SRI PAS Research Report RB/2/2013