ausgewählte Veröffentlichungen

• Journalartikel

  • FA(IR)2MA-GLVQ – A hidden-feature-bias mitigation approach for fairness in classification learning based on generalized matrix learning vector quantization.  Neurocomputing. 133200. 2026
  • Multi-proximity based embedding scheme for learning vector quantization-based classification of biochemical structured data.  Neurocomputing. 126632. 2023

• Konferenzpaper

  • Prototype Networks for Reliable Classification Decision based on Gene Expressions for Breast Cancer Detection Integrating Expert Knowledge.  Artificial Intelligence in Medicine and Healthcare, Proceedings of the 1st International Conference on AI in Medicine and Healthcare (AiMH' 2025), 8-10 April 2025, Innsbruck, Austria. 14-18. 2025
  • Biologically-Informed Shallow Classification Learning Integrating Pathway Knowledge.  Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies - BIOINFORMATICS. 357-367. 2024
  • Efficient classification learning of biochemical structured data by means of relevance weighting for sensoric response features.  ESANN 2022 Proceedings. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. 445-450. 2022