TY - CHAP A1 - Hammer, Barbara A1 - Villmann, Thomas A1 - Schleif, Frank-Michael A1 - Albani, Cornelia A1 - Hermann, Wieland ED - Rutkowski, Leszek ED - Tadeusiewicz, Ryszard ED - Zadeh, Lotfi A. ED - Zurada, Jacek M. T1 - Learning Vector Quantization Classification with Local Relevance Determination for Medical Data T2 - Artificial Intelligence and Soft Computing - ICAISC 2006, 8th International Conference, Zakopane, Poland, June 25-29, 2006, Proceedings Y1 - 2006 U6 - https://doi.org/10.1007/11785231_63 SP - 603 EP - 612 ER - TY - CHAP A1 - Villmann, Thomas A1 - Hammer, Barbara A1 - Schleif, Frank-Michael A1 - Geweniger, Tina A1 - Fischer, Tom A1 - Cottrell, Marie ED - King, Irwin ED - Wang, Jun ED - Chan, Laiwan ED - Wang, DeLiang L. T1 - Prototype Based Classification Using Information Theoretic Learning T2 - Neural Information Processing, 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part II Y1 - 2006 U6 - https://doi.org/10.1007/11893257_5 SP - 40 EP - 49 ER - TY - CHAP A1 - Villmann, Thomas A1 - Schleif, Frank-Michael A1 - Hammer, Barbara ED - Arif Wani, M. ED - Milanova, Mariofanna G. ED - Kurgan, Lukasz A. ED - Reformat, Marek Z. ED - Hafeez, Khalid T1 - Fuzzy Labeled Soft Nearest Neighbor Classification with Relevance Learning T2 - Fourth International Conference on Machine Learning and Applications, ICMLA 2005, Los Angeles, California, USA, 15-17 December 2005 Y1 - 2005 U6 - https://doi.org/10.1109/ICMLA.2005.38 ER - TY - CHAP A1 - Hammer, Barbara A1 - Mokbel, Bassam A1 - Schleif, Frank-Michael A1 - Zhu, Xibin ED - Gama, João ED - Bradley, Elizabeth ED - Hollmén, Jaakko T1 - Prototype-Based Classification of Dissimilarity Data T2 - Advances in Intelligent Data Analysis X - 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings Y1 - 2011 U6 - https://doi.org/10.1007/978-3-642-24800-9_19 SP - 185 EP - 197 ER - TY - CHAP A1 - Schleif, Frank-Michael A1 - Gisbrecht, Andrej A1 - Hammer, Barbara ED - Honkela, Timo ED - Duch, Wlodzislaw ED - Girolami, Mark A. ED - Kaski, Samuel T1 - Accelerating Kernel Neural Gas T2 - Artificial Neural Networks and Machine Learning - ICANN 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I Y1 - 2011 U6 - https://doi.org/10.1007/978-3-642-21735-7_19 SP - 150 EP - 158 ER - TY - CHAP A1 - Hammer, Barbara A1 - Schleif, Frank-Michael A1 - Zhu, Xibin ED - Lu, Bao-Liang ED - Zhang, Liqing ED - Kwok, James T. T1 - Relational Extensions of Learning Vector Quantization T2 - Neural Information Processing - 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part II Y1 - 2011 U6 - https://doi.org/10.1007/978-3-642-24958-7_56 SP - 481 EP - 489 ER - TY - CHAP A1 - Brüß, Cornelia A1 - Bollenbeck, Felix A1 - Schleif, Frank-Michael A1 - Weschke, Winfriede A1 - Villmann, Thomas A1 - Seiffert, Udo T1 - Fuzzy image segmentation with Fuzzy Labelled Neural Gas T2 - 14th European Symposium on Artificial Neural Networks, ESANN 2006, Bruges, Belgium, April 26-28, 2006, Proceedings Y1 - 2006 SP - 563 EP - 568 ER - TY - CHAP A1 - Geweniger, Tina A1 - Schleif, Frank-Michael A1 - Hasenfuss, Alexander A1 - Hammer, Barbara A1 - Villmann, Thomas ED - Köppen, Mario ED - Kasabov, Nikola K. ED - Coghill, George G. T1 - Comparison of Cluster Algorithms for the Analysis of Text Data Using Kolmogorov Complexity T2 - Advances in Neuro-Information Processing, 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II Y1 - 2008 U6 - https://doi.org/10.1007/978-3-642-03040-6_8 VL - 5507 SP - 61 EP - 69 ER - TY - CHAP A1 - Schleif, Frank-Michael A1 - Villmann, Thomas A1 - Hammer, Barbara A1 - van der Werff, Martijn A1 - Deelder, André M. A1 - Tollenaar, Rob A. E. M. ED - Smolinski, Tomasz G. ED - Milanova, Mariofanna G. ED - Ella Hassanien, Aboul T1 - Analysis of Spectral Data in Clinical Proteomics by Use of Learning Vector Quantizers T2 - Computational Intelligence in Biomedicine and Bioinformatics, Current Trends and Applications Y1 - 2008 U6 - https://doi.org/10.1007/978-3-540-70778-3_6 VL - 151 SP - 141 EP - 167 ER - TY - CHAP A1 - Gisbrecht, Andrej A1 - Schleif, Frank-Michael A1 - Zhu, Xibin A1 - Hammer, Barbara ED - Yin, Hujun ED - Wang, Wenjia ED - Rayward-Smith, Victor J. T1 - Linear Time Heuristics for Topographic Mapping of Dissimilarity Data T2 - Intelligent Data Engineering and Automated Learning - IDEAL 2011 - 12th International Conference, Norwich, UK, September 7-9, 2011. Proceedings Y1 - 2011 U6 - https://doi.org/10.1007/978-3-642-23878-9_4 SP - 25 EP - 33 ER - TY - CHAP A1 - Hammer, Barbara A1 - Gisbrecht, Andrej A1 - Hasenfuss, Alexander A1 - Mokbel, Bassam A1 - Schleif, Frank-Michael A1 - Zhu, Xibin ED - Laaksonen, Jorma ED - Honkela, Timo T1 - Topographic Mapping of Dissimilarity Data T2 - Advances in Self-Organizing Maps - 8th International Workshop, WSOM 2011, Espoo, Finland, June 13-15, 2011. Proceedings Y1 - 2011 U6 - https://doi.org/10.1007/978-3-642-21566-7_1 SP - 1 EP - 15 ER - TY - CHAP A1 - Bunte, Kerstin A1 - Schleif, Frank-Michael A1 - Haase, Sven A1 - Villmann, Thomas T1 - Mathematical Foundations of the Self Organized Neighbor Embedding (SONE) for Dimension Reduction and Visualization T2 - 19th European Symposium on Artificial Neural Networks, ESANN 2011, Bruges, Belgium, April 27-29, 2011, Proceedings Y1 - 2011 ER - TY - JOUR A1 - Villmann, Thomas A1 - Hammer, Barbara A1 - Schleif, Frank-Michael A1 - Hermann, Wieland A1 - Cottrell, Marie T1 - Fuzzy classification using information theoretic learning vector quantization JF - Neurocomputing Y1 - 2008 U6 - https://doi.org/10.1016/j.neucom.2008.04.048 VL - 71 IS - 16-18 SP - 3070 EP - 3076 ER - TY - JOUR A1 - Schleif, Frank-Michael A1 - Villmann, Thomas A1 - Hammer, Barbara T1 - Prototype based fuzzy classification in clinical proteomics JF - International Journal of Approximate Reasoning Y1 - 2008 U6 - https://doi.org/10.1016/j.ijar.2007.03.005 VL - 47 IS - 1 SP - 4 EP - 16 ER - TY - JOUR A1 - Hammer, Barbara A1 - Hofmann, Daniela A1 - Schleif, Frank-Michael A1 - Zhu, Xibin T1 - Learning vector quantization for (dis-)similarities JF - Neurocomputing Y1 - 2014 U6 - https://doi.org/10.1016/j.neucom.2013.05.054 VL - 131 SP - 43 EP - 51 ER - TY - CHAP A1 - Schleif, Frank-Michael A1 - Ongyerth, Matthias A1 - Villmann, Thomas T1 - Sparse Coding Neural Gas for Analysis of Nuclear Magnetic Resonance Spectroscopy T2 - Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, June 17-19, 2008, Jyväskylä, Finland Y1 - 2008 U6 - https://doi.org/10.1109/CBMS.2008.39 SP - 620 EP - 625 ER - TY - CHAP A1 - Gerhard, Marc A1 - Deininger, Soren-Oliver A1 - Schleif, Frank-Michael T1 - Statistical Classification and Visualization of MALDI-Imaging Data T2 - 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 20-22 June 2007, Maribor, Slovenia Y1 - 2007 U6 - https://doi.org/10.1109/CBMS.2007.99 SP - 403 EP - 405 ER - TY - CHAP A1 - Schleif, Frank-Michael T1 - Sparse kernelized vector quantization with local dependencies T2 - The 2011 International Joint Conference on Neural Networks, IJCNN 2011, San Jose, California, USA, July 31 - August 5, 2011 Y1 - 2011 U6 - https://doi.org/10.1109/IJCNN.2011.6033407 SP - 1538 EP - 1545 ER - TY - CHAP A1 - Strickert, Marc A1 - Schleif, Frank-Michael A1 - Villmann, Thomas T1 - Metric adaptation for supervised attribute rating T2 - 16th European Symposium on Artificial Neural Networks, ESANN 2008, Bruges, Belgium, April 23-25, 2008, Proceedings Y1 - 2008 SP - 31 EP - 36 ER - TY - CHAP A1 - Seiffert, Udo A1 - Schleif, Frank-Michael A1 - Zühlke, Dietlind T1 - Recent trends in computational intelligence in life sciences T2 - 19th European Symposium on Artificial Neural Networks, ESANN 2011, Bruges, Belgium, April 27-29, 2011, Proceedings Y1 - 2011 ER - TY - JOUR A1 - Schleif, Frank-Michael T1 - Maschinelles Lernen mit Prototypmethoden in der klinischen Proteomik JF - Künstliche Intelligenz Y1 - 2007 UR - https://www.techfak.uni-bielefeld.de/~fschleif/pdf/ki_2007.pdf VL - 21 IS - 4 SP - 65 EP - 67 ER - TY - JOUR A1 - Schleif, Frank-Michael A1 - Hammer, Barbara A1 - Villmann, Thomas T1 - Margin-based active learning for LVQ networks JF - Neurocomputing Y1 - 2007 U6 - https://doi.org/10.1016/j.neucom.2006.10.149 VL - 70 IS - 7-9 SP - 1215 EP - 1224 ER - TY - CHAP A1 - Köping, Lukas A1 - Mühsam, Thomas A1 - Ofenberg, Christian A1 - Czech, Bernhard A1 - Bernard, Michael A1 - Schmer, Jens A1 - Deinzer, Frank T1 - Indoor Navigation Using Particle Filter and Sensor Fusion T2 - Proceedings of the European Navigation Conference 2012 Y1 - 2012 ER - TY - JOUR A1 - Köping, Lukas A1 - Mühsam, Thomas A1 - Ofenberg, Christian A1 - Czech, Bernhard A1 - Bernard, Michael A1 - Schmer, Jens A1 - Deinzer, Frank T1 - Indoor Navigation Using Particle Filter and Sensor Fusion JF - Annual of Navigation Y1 - 2012 UR - https://bibliotekanauki.pl/articles/320422.pdf VL - 19 IS - 2 SP - 31 EP - 40 ER -