• Applications of Soft Computing in Data Analysis.
  • Intelligent and adaptive classification, visualization and dimension reduction for clustering high dimensional data.
    -> Nonlinear visual gene expression analysis.
    -> High-Throughput Multidimensional Scaling (HiT-MDS-2).
    -> Generalized Relevance LVQ with correlation similarity  (GRLVQ-C).

• Algorithms and Training Methods of Artificial Neural Networks.
  • Training of supervised and unsupervised neural nets.
     -> PhD Thesis.

For an almost current list of publications from the Data Inspection Group at IPK see:
-> [ Research Group Data Inspection ]

For a list of publications worked out in the Pattern Recognition Group at IPK see:
-> [ PRG publications page ]

For a list of publications worked out in the research group "Learning with Neural Networks on Structured Data" (LNM) in Osnabrück see my old page:
-> [ marc at inf.uos.de ]