@inproceedings{SimmuteitSchleifVillmannetal., author = {Simmuteit, Stephan and Schleif, Frank-Michael and Villmann, Thomas and Kostrzewa, Markus}, title = {Hierarchical PCA Using Tree-SOM for the Identification of Bacteria}, series = {Advances in Self-Organizing Maps, 7th International Workshop, WSOM 2009, St. Augustine, FL, USA, June 8-10, 2009. Proceedings}, booktitle = {Advances in Self-Organizing Maps, 7th International Workshop, WSOM 2009, St. Augustine, FL, USA, June 8-10, 2009. Proceedings}, editor = {Carlos Pr{\i}́ncipe, Jos{\´e} and Miikkulainen, Risto}, doi = {10.1007/978-3-642-02397-2_31}, pages = {272 -- 280}, language = {en} } @article{SchleifVillmannKostrzewaetal., author = {Schleif, Frank-Michael and Villmann, Thomas and Kostrzewa, Markus and Hammer, Barbara and Gammerman, Alexander}, title = {Cancer informatics by prototype networks in mass spectrometry}, series = {Artificial Intelligence in Medicine}, volume = {45}, journal = {Artificial Intelligence in Medicine}, number = {2-3}, doi = {10.1016/j.artmed.2008.07.018}, pages = {215 -- 228}, language = {en} } @article{VillmannSchleifKostrzewaetal., author = {Villmann, Thomas and Schleif, Frank-Michael and Kostrzewa, Markus and Walch, Axel and Hammer, Barbara}, title = {Classification of mass-spectrometric data in clinical proteomics using learning vector quantization methods}, series = {Briefings in Bioinformatics}, volume = {9}, journal = {Briefings in Bioinformatics}, number = {2}, doi = {10.1093/bib/bbn009}, pages = {129 -- 143}, language = {en} } @inproceedings{SchleifElssnerKostrzewaetal., author = {Schleif, Frank-Michael and Elssner, Thomas and Kostrzewa, Markus and Villmann, Thomas and Hammer, Barbara}, title = {Analysis and Visualization of Proteomic Data by Fuzzy Labeled Self-Organizing Maps}, series = {19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 22-23 June 2006, Salt Lake City, Utah, USA}, booktitle = {19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 22-23 June 2006, Salt Lake City, Utah, USA}, doi = {10.1109/CBMS.2006.44}, pages = {919 -- 924}, language = {en} }