@inproceedings{SchleifGisbrechtHammer, author = {Schleif, Frank-Michael and Gisbrecht, Andrej and Hammer, Barbara}, title = {Accelerating Kernel Neural Gas}, series = {Artificial Neural Networks and Machine Learning - ICANN 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I}, booktitle = {Artificial Neural Networks and Machine Learning - ICANN 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I}, editor = {Honkela, Timo and Duch, Wlodzislaw and Girolami, Mark A. and Kaski, Samuel}, doi = {10.1007/978-3-642-21735-7_19}, pages = {150 -- 158}, language = {en} } @inproceedings{HammerSchleifZhu, author = {Hammer, Barbara and Schleif, Frank-Michael and Zhu, Xibin}, title = {Relational Extensions of Learning Vector Quantization}, series = {Neural Information Processing - 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part II}, booktitle = {Neural Information Processing - 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part II}, editor = {Lu, Bao-Liang and Zhang, Liqing and Kwok, James T.}, doi = {10.1007/978-3-642-24958-7_56}, pages = {481 -- 489}, language = {en} } @inproceedings{BruessBollenbeckSchleifetal., author = {Br{\"u}ß, Cornelia and Bollenbeck, Felix and Schleif, Frank-Michael and Weschke, Winfriede and Villmann, Thomas and Seiffert, Udo}, title = {Fuzzy image segmentation with Fuzzy Labelled Neural Gas}, series = {14th European Symposium on Artificial Neural Networks, ESANN 2006, Bruges, Belgium, April 26-28, 2006, Proceedings}, booktitle = {14th European Symposium on Artificial Neural Networks, ESANN 2006, Bruges, Belgium, April 26-28, 2006, Proceedings}, pages = {563 -- 568}, language = {en} } @inproceedings{GewenigerSchleifHasenfussetal., author = {Geweniger, Tina and Schleif, Frank-Michael and Hasenfuss, Alexander and Hammer, Barbara and Villmann, Thomas}, title = {Comparison of Cluster Algorithms for the Analysis of Text Data Using Kolmogorov Complexity}, series = {Advances in Neuro-Information Processing, 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II}, volume = {5507}, booktitle = {Advances in Neuro-Information Processing, 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II}, editor = {K{\"o}ppen, Mario and Kasabov, Nikola K. and Coghill, George G.}, doi = {10.1007/978-3-642-03040-6_8}, pages = {61 -- 69}, language = {en} } @incollection{SchleifVillmannHammeretal., author = {Schleif, Frank-Michael and Villmann, Thomas and Hammer, Barbara and van der Werff, Martijn and Deelder, Andr{\´e} M. and Tollenaar, Rob A. E. M.}, title = {Analysis of Spectral Data in Clinical Proteomics by Use of Learning Vector Quantizers}, series = {Computational Intelligence in Biomedicine and Bioinformatics, Current Trends and Applications}, volume = {151}, booktitle = {Computational Intelligence in Biomedicine and Bioinformatics, Current Trends and Applications}, editor = {Smolinski, Tomasz G. and Milanova, Mariofanna G. and Ella Hassanien, Aboul}, doi = {10.1007/978-3-540-70778-3_6}, pages = {141 -- 167}, language = {en} } @inproceedings{GisbrechtSchleifZhuetal., author = {Gisbrecht, Andrej and Schleif, Frank-Michael and Zhu, Xibin and Hammer, Barbara}, title = {Linear Time Heuristics for Topographic Mapping of Dissimilarity Data}, series = {Intelligent Data Engineering and Automated Learning - IDEAL 2011 - 12th International Conference, Norwich, UK, September 7-9, 2011. Proceedings}, booktitle = {Intelligent Data Engineering and Automated Learning - IDEAL 2011 - 12th International Conference, Norwich, UK, September 7-9, 2011. Proceedings}, editor = {Yin, Hujun and Wang, Wenjia and Rayward-Smith, Victor J.}, doi = {10.1007/978-3-642-23878-9_4}, pages = {25 -- 33}, language = {en} } @inproceedings{HammerGisbrechtHasenfussetal., author = {Hammer, Barbara and Gisbrecht, Andrej and Hasenfuss, Alexander and Mokbel, Bassam and Schleif, Frank-Michael and Zhu, Xibin}, title = {Topographic Mapping of Dissimilarity Data}, series = {Advances in Self-Organizing Maps - 8th International Workshop, WSOM 2011, Espoo, Finland, June 13-15, 2011. Proceedings}, booktitle = {Advances in Self-Organizing Maps - 8th International Workshop, WSOM 2011, Espoo, Finland, June 13-15, 2011. Proceedings}, editor = {Laaksonen, Jorma and Honkela, Timo}, doi = {10.1007/978-3-642-21566-7_1}, pages = {1 -- 15}, language = {en} } @inproceedings{BunteSchleifHaaseetal., author = {Bunte, Kerstin and Schleif, Frank-Michael and Haase, Sven and Villmann, Thomas}, title = {Mathematical Foundations of the Self Organized Neighbor Embedding (SONE) for Dimension Reduction and Visualization}, series = {19th European Symposium on Artificial Neural Networks, ESANN 2011, Bruges, Belgium, April 27-29, 2011, Proceedings}, booktitle = {19th European Symposium on Artificial Neural Networks, ESANN 2011, Bruges, Belgium, April 27-29, 2011, Proceedings}, language = {en} } @article{VillmannHammerSchleifetal., author = {Villmann, Thomas and Hammer, Barbara and Schleif, Frank-Michael and Hermann, Wieland and Cottrell, Marie}, title = {Fuzzy classification using information theoretic learning vector quantization}, series = {Neurocomputing}, volume = {71}, journal = {Neurocomputing}, number = {16-18}, doi = {10.1016/j.neucom.2008.04.048}, pages = {3070 -- 3076}, language = {en} } @article{SchleifVillmannHammer, author = {Schleif, Frank-Michael and Villmann, Thomas and Hammer, Barbara}, title = {Prototype based fuzzy classification in clinical proteomics}, series = {International Journal of Approximate Reasoning}, volume = {47}, journal = {International Journal of Approximate Reasoning}, number = {1}, doi = {10.1016/j.ijar.2007.03.005}, pages = {4 -- 16}, language = {en} } @article{HammerHofmannSchleifetal., author = {Hammer, Barbara and Hofmann, Daniela and Schleif, Frank-Michael and Zhu, Xibin}, title = {Learning vector quantization for (dis-)similarities}, series = {Neurocomputing}, volume = {131}, journal = {Neurocomputing}, doi = {10.1016/j.neucom.2013.05.054}, pages = {43 -- 51}, language = {en} } @inproceedings{SchleifOngyerthVillmann, author = {Schleif, Frank-Michael and Ongyerth, Matthias and Villmann, Thomas}, title = {Sparse Coding Neural Gas for Analysis of Nuclear Magnetic Resonance Spectroscopy}, series = {Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, June 17-19, 2008, Jyv{\"a}skyl{\"a}, Finland}, booktitle = {Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, June 17-19, 2008, Jyv{\"a}skyl{\"a}, Finland}, doi = {10.1109/CBMS.2008.39}, pages = {620 -- 625}, language = {en} } @inproceedings{GerhardDeiningerSchleif, author = {Gerhard, Marc and Deininger, Soren-Oliver and Schleif, Frank-Michael}, title = {Statistical Classification and Visualization of MALDI-Imaging Data}, series = {20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 20-22 June 2007, Maribor, Slovenia}, booktitle = {20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 20-22 June 2007, Maribor, Slovenia}, doi = {10.1109/CBMS.2007.99}, pages = {403 -- 405}, language = {en} }