진학프로석·박사 채용 접수 플랫폼

We offer:

• • The opportunity to work on a prestigious, interdisciplinary, and pioneering MAESTRO project led by an experienced scientist, Prof. Roman Słowiński (https://fcds.cs.put.poznan.pl/IDSS/rslowinski/cv_en.htm).
• • Work within an international team, in collaboration with the University of Catania, including visits to this institution.
• • Participation in scientific conferences both domestically and abroad to present the project results.

Job description:

• • The position involves participation in an interdisciplinary and pioneering project, “Intelligent Decision Support Based on Explanatory Analytics of Preference Data” led by Professor Roman Słowiński. The objective is to develop innovative algorithms and conduct computational experiments resulting in publications in leading scientific journals. Key focus areas include:
  1. Consensus Reaching Process in Group Decision-Making with explanatory models of decision-makers’ preferences.
  2. Construction Classifier Ensemble composed of diverse sets of decision rules.

  
  

  Example publications related to the above tasks:

• • Y. Zhao, Z. Gong, G. Wei, R. Słowiński, Consensus modeling with interactive utility and partial preorder of decision-makers, involving fairness and tolerant behavior. Information Sciences, 638 (2023) 118933, https://doi.org/10.1016/ j.ins.2023.11893
• • M. Szeląg, R. Słowiński, Explaining and predicting customer churn by monotonic rules induced from ordinal data. European Journal of Operational Research, 317 (2024) no.2, 414-424, https://doi.org/10.1016/j.ejor.2023.09.028
• • J. Błaszczyński, B. Prusak, R. Słowiński: Multi-objective search for comprehensible rule ensembles. In: V. Flores et al. (eds.): IJCRS 2016, LNAI 9920, Springer, Berlin, 2016, pp. 503-513, https://doi.org/10.1007/978-3-319-47160-0_46
• • Library ruleLearn and application RuLeStudio: https://sites.google.com/view/mszelag/software