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Institute for Mathematical Methods in Medicine and Data Based Modeling
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Susanne Saminger-Platz

Institute Vice Head

Scientific CV

  • Interim head of the Institute (2014-2020)
  • Assoz.Univ.-Prof. (Associated University Professor) at Johannes Kepler University (since 2010)
  • Habilitation in Mathematics at Johannes Kepler University Linz (2009)
  • Promotion sub auspiciis Praesidentis rei publicae (2004)
  • Ph.D. in Mathematics at Johannes Kepler University Linz, final exam 2003
  • Assistant professor (Universitätsassistentin) at Johannes Kepler University (2000-2010)
  • Mag. in Mathematics and Physics (secondary school teacher accreditation) at Technical University Vienna (2000)

Research Areas

Functional equations and inequalities, aggregation, opens an external URL in a new window, application, analysis and solution of data- and knowledge-based decision and classification problems, dependence and preference modelling, many-valued and fuzzy logics, more precisely:

  • Functional equations and inequalities involving aggregation functions 
    in particular dominance of triangular norms, (quasi)-copulas and triangle functions
  • Construction of aggregation functions, especially triangular norms and (quasi)-copulas
  • Many-valued and fuzzy logics
  • Preservation of properties (of fuzzy relations and fuzzy measures) during aggregation processes
  • Preference modelling and multicriteria-decision aid in many-valued and bipolar settings
  • Applications of (quasi-)copulas in dependence and risk modelling
  • Application, characterization and solution of data- and knowledge-based decision and classification tasks.

AMS-Klassifikation der Forschungsgebiete

26D07, 39B62, 26B35; 20M30, 20M14, 06B05; 03E72, 04A72, 03B52; 91B10, 54E70; 60E05;

Projects

"Transfer Learning with Soft Computing Models for Regression Problems" - Research cooperation with SCCH

"Advanced Engineering Design Automation (AEDA)" - FFG K-Project (2014 - 2018)

"Industrial Methods for Process Analytical Chemistry (imPACts)" - FFG K-Project (2014 - 2018)

"Heuristic Optimization in Production and Logistics (HOPL)" - FFG K-Project (2014 - 2018)

"Performance Optimization of Electrical Drives" - Research cooperation with LCM

"Fault Detection and with Data-Driven Models" - Research cooperation with LCM

Program co-coordinator for the Program 2010 and 2012 "Success Strategies and Career Perspectives for Woman in Science and Academia" (karriere_links)

"Multivariate dependence models in hydrology" - Project SK04/2009 in the framework of WTZ Austria-Slovakia (2009 - 2011)

"Constructions of Multivariate Statistical Models with Copulas" - Project ES04/2008 in the framework of WTZ ``Acciones Integradas 2008-2009'' (2008 - 2009)

"Copula Theory and its Applications" - Project PL 03/2008 in the framework of WTZ Austria-Poland (2008 - 2009)

"Formal Foundations of Fuzzy Preference Modelling" - Project 2007/17 in the framework of WTZ Austria-Czech Republic (2007 - 2008)

"Advanced Fuzzy Modeling" - Project 41p19 in the framework of WTZ Austria-Czech Republic (2005)

"CreaComp — e-Schulung von Kreativität und Problemlösungskompetenz" (2004 - 2007)

"TEquality — Technik.Gender.Equality" (2004 - 2006)

"Triangular Norms" - Project 42s2 in the framework of WTZ Austria-Slovakia, (2004)

"Formale Grundlagen 1 in WeLEARN" (2002)

"Mathematik im Selbststudium" (2002)

COST Action 274: "TARSKI -- Theory and Application of Relational Systems as Knowledge Systems" (2001 - 2005)

IMMENSE - Interactive Multimedia Mathematics Education in Networked Universities for Social and Economic Sciences (2000 - 2002)

INSPIRE - Inspection of prints in real-time (2000)

CEEPUS Network SK-42 - "Fuzzy Control and Fuzzy Logic" (1995 - 2005)