@inproceedings{StrickertSchleifVillmannetal., author = {Strickert, M. and Schleif, Frank-Michael and Villmann, T. and Seiffert, U.}, title = {Derivatives of Pearson Correlation for Gradient based Analysis of Biomedical Data}, series = {Similarity based Clustering, LNCS}, booktitle = {Similarity based Clustering, LNCS}, language = {en} } @article{VillmannSchleifHammeretal., author = {Villmann, T. and Schleif, Frank-Michael and Hammer, B. and Kostrzewa, M.}, title = {Exploration of Mass-Spectrometric Data in Clinical Proteomics Using Learning Vector Quantization Methods}, series = {Briefings in Bioinformatics}, volume = {9}, journal = {Briefings in Bioinformatics}, number = {2}, pages = {129 -- 143}, language = {en} } @inproceedings{SchleifRiemerCrossetal., author = {Schleif, Frank-Michael and Riemer, T. and Cross, M. and Villmann, T.}, title = {Automatic Identification and Quantification of Metabolites in H-NMR Measurements}, series = {In Proceedings of the Workshop on Computational Systems Biology (WCSB) 2008}, booktitle = {In Proceedings of the Workshop on Computational Systems Biology (WCSB) 2008}, isbn = {978-952-15-1988-8}, pages = {165 -- 168}, language = {en} } @incollection{SchleifVillmannHammer, author = {Schleif, Frank-Michael and Villmann, T. and Hammer, B.}, title = {Pattern Recognition by Supervised Relevance Neural Gas and its Application to Spectral Data in Bioinformatics}, series = {Encyclopedia of Artificial Intelligence}, booktitle = {Encyclopedia of Artificial Intelligence}, isbn = {978-1-59904-849-9}, language = {en} } @article{SchleifVillmannHammer, author = {Schleif, Frank-Michael and Villmann, T. and Hammer, B.}, title = {Prototype based Fuzzy Classification in Clinical Proteomics}, series = {International Journal of Approximate Reasoning}, volume = {47}, journal = {International Journal of Approximate Reasoning}, number = {1}, pages = {4 -- 16}, language = {en} } @article{SchleifLindemannMaassetal., author = {Schleif, Frank-Michael and Lindemann, M. and Maass, P. and Diaz, M. and Decker, J. and Elssner, T. and Kuhn, M. and Thiele, H.}, title = {Support Vector Classification of Proteomic Profile Spectra based on Feature Extraction with the Bi-orthogonal Discrete Wavelet Transform}, series = {Computing and Visualization in Science}, volume = {12}, journal = {Computing and Visualization in Science}, pages = {189 -- 199}, language = {en} } @inproceedings{SimmuteitSchleifVillmann, author = {Simmuteit, S. and Schleif, Frank-Michael and Villmann, T.}, title = {Hierarchical evolving trees together with global and local learning for large data sets in MALDI imaging}, series = {Proceedings of WCSB 2010}, booktitle = {Proceedings of WCSB 2010}, pages = {103 -- 106}, language = {en} } @inproceedings{SchleifRiemerBoerneretal., author = {Schleif, Frank-Michael and Riemer, T. and Boerner, U. and Schnapka-Hille, L. and Cross, M.}, title = {Efficient identification and quantification of metabolites in 1-H NMR measurements by a novel data encoding approach}, series = {Proceedings of WCSB 2010}, booktitle = {Proceedings of WCSB 2010}, pages = {91 -- 94}, language = {en} } @inproceedings{SchleifSimmuteitVillmann, author = {Schleif, Frank-Michael and Simmuteit, S. and Villmann, T.}, title = {Hierarchical deconvolution of linear mixtures of high-dimensional mass spectra in micro-biology}, series = {Proceedings of AIA 2011}, booktitle = {Proceedings of AIA 2011}, doi = {http://dx.doi.org/10.2316/P.2011.717-011}, pages = {CD -- publication}, language = {en} } @inproceedings{SchleifHammerVillmann, author = {Schleif, Frank-Michael and Hammer, B. and Villmann, Th.}, title = {Supervised Neural Gas for Functional Data and its Application to the Analysis of Clinical Proteom Spectra}, series = {In Proceedings of the 9th International Work-Conference on Artificial Neural Networks (IWANN) 2007}, booktitle = {In Proceedings of the 9th International Work-Conference on Artificial Neural Networks (IWANN) 2007}, isbn = {978-3-540-73006-4}, pages = {1036 -- 1044}, language = {en} }