TY - JOUR A1 - Schleif, Frank-Michael T1 - Maschinelles Lernen mit Prototypmethoden in der klinischen Proteomik JF - Künstliche Intelligenz (KI) Y1 - 2007 SN - 0933-1875 VL - 4/07 SP - 65 EP - 67 ER - TY - THES A1 - Schleif, Frank-Michael T1 - Momentbasierte Methoden zur Schriftzeichenerkennung Y1 - 2002 ER - TY - CHAP A1 - Villmann, Th. A1 - Schleif, Frank-Michael A1 - Hammer, B. ED - Yamakawa, Takeshi T1 - Supervised Neural Gas and Relevance Learning in Learning Vector Quantisation T2 - In Proceedings of the 4th Workshop on Self Organizing Maps (WSOM) 2003 Y1 - 2003 SP - 47 EP - 52 ER - TY - CHAP A1 - Gruhn, V. A1 - Hülder, M. A1 - Ijoui, R. A1 - Schleif, Frank-Michael ED - Linger, H. ED - Fisher, J. ED - Wojtkowski, W.G. ED - Zupancic, J. ED - Vigo, K. ED - Arnold, J. T1 - A distributed logistic support communication system T2 - In Proceedings of ISD 2003 - Constructing the Infrastructure for the Knowledge Economy - Methods and Tools, Theory and Practice Y1 - 2003 SP - 705 EP - 713 ER - TY - JOUR A1 - Dörfler, T. A1 - Simmel, A. A1 - Schleif, Frank-Michael A1 - Sommerfeld, E. T1 - Working memory load and EEG coherence JF - Brain Topography Y1 - 2003 SN - ISSN 0896-0267 VL - 15 IS - 4 SP - 269 EP - 269 ER - TY - JOUR A1 - Köhler, M. A1 - Buchta, K. A1 - F.-M., A1 - Schleif, Frank-Michael A1 - Sommerfeld, E. T1 - A mission for the EEG coherence analysis: Is the task complex or difficult? JF - Brain Topography Y1 - 2003 SN - ISSN 0896-0267 VL - 15 IS - 4 SP - 271 EP - 271 ER - TY - CHAP A1 - Villmann, T. A1 - Hammer, B. A1 - Schleif, Frank-Michael T1 - Metrik Adaptation for Optimal Feature Classification in Learning Vector Quantization Applied to Environment Detection T2 - In Proceedings of Selbstorganisation Von Adaptivem Verfahren (SOAVE’2004) Y1 - 2004 SN - 3-18-374310-8 SP - 592 EP - 597 ER - TY - CHAP A1 - Villmann, Th. A1 - Hammer, B. A1 - Schleif, Frank-Michael A1 - Geweniger, T. ED - Cottrell, Marie T1 - Fuzzy Labeled Neural GAS for Fuzzy Classification T2 - Proceedings of the 5th Workshop on Self-Organizing Maps (WSOM) 2005 Y1 - 2005 SP - 283 EP - 290 ER - TY - CHAP A1 - Hammer, B. A1 - Hasenfuss, A. A1 - Schleif, Frank-Michael A1 - Villmann, T. T1 - Supervised median clustering T2 - Proc. of ANNIE 2006 Y1 - 2006 SN - 0-7918-0256-6 SP - 623 EP - 632 ER - TY - CHAP A1 - Schleif, Frank-Michael A1 - Elssner, T. A1 - Kostrzewa, M. A1 - Villmann, T. A1 - Hammer, B. T1 - Machine Learning and Soft-Computing in Bioinformatics - A Short Journey T2 - Proc. of FLINS 2006 Y1 - 2006 SN - 981-256-690-2 SP - 541 EP - 548 ER - TY - JOUR A1 - Schleif, Frank-Michael A1 - Hammer, B. A1 - Villmann, Th. T1 - Margin based Active Learning for LVQ Networks JF - Neurocomputing Y1 - 2007 VL - 70 IS - 7-9 SP - 1215 EP - 1224 ER - TY - CHAP A1 - Schleif, Frank-Michael T1 - Sparse Kernel Vector Quantization with Local Dependencies T2 - Proceedings of IJCNN 2011 Y1 - 2011 SN - 978-1-4244-9635-8 SP - 1538 EP - 1545 ER - TY - JOUR A1 - Strickert, M. A1 - Bunte, Kerstin A1 - Schleif, Frank-Michael A1 - Huellermeier, E. T1 - Correlation-based Neighbor Embedding JF - NeuroComputing Y1 - 2014 VL - 141 SP - 97 EP - 109 ER - TY - CHAP A1 - Biehl, M. A1 - Hammer, B. A1 - Schleif, Frank-Michael A1 - Schneider, P. A1 - Villmann, T. T1 - Stationarity of Matrix Relevance LVQ T2 - Proceedings of IJCNN 2015 Y1 - 2015 SP - 1 EP - 8 ER - TY - RPRT A1 - Hammer, B. A1 - Schleif, Frank-Michael A1 - Villmann, Th. T1 - On the Generalization Ability of Prototype-Based Classifiers with Local Relevance Determination Y1 - 2005 IS - Technical Reports University of Clausthal IfI-05-14 ER - TY - RPRT A1 - Hammer, B. A1 - Hasenfuss, A. A1 - Schleif, Frank-Michael A1 - Villmann, Th. T1 - Supervised Median Clustering Y1 - 2006 IS - Technical Reports University of Clausthal IfI-09-06 ER - TY - RPRT A1 - Schleif, Frank-Michael A1 - Hasenfuss, A. A1 - Hammer, B. T1 - Aggregation of multiple peak lists by use of an improved neural gas network Y1 - 2007 IS - MLR-02-2007, Machine Learning Reports, ISSN:1865-3960 http://www.uni-leipzig.de/$\tilde{ }$compint/mlr/mlr_02_2007.pdf ER - TY - RPRT A1 - Schleif, Frank-Michael T1 - Preprocessing of Nuclear Magnetic Resonance Spectrometry Data Y1 - 2007 IS - MLR-01-2007, Machine Learning Reports, ISSN:1865-3960 http://www.uni-leipzig.de/$\tilde{ }$compint/mlr/mlr_01_2007.pdf ER - TY - RPRT A1 - Bunte, K. A1 - Schneider, P. A1 - Hammer, B. A1 - Schleif, Frank-Michael A1 - Villmann, T. A1 - Biehl, M. T1 - Discriminative Visualization by Limited Rank Matrix Learning Y1 - 2008 IS - MLR-03-2008, Machine Learning Reports, ISSN:1865-3960 http://www.uni-leipzig.de/$\tilde{ }$compint/mlr/mlr_03_2008.pdf ER - TY - RPRT A1 - Schleif, Frank-Michael A1 - Riemer, T. A1 - Boerner, U. A1 - Cross, M. T1 - Extended Targeted Profiling to Identify and Quantify Metabolites in 1-H NMR measurements T2 - Proc. of ICOLE 2009, IfI-05-14 Y1 - 2009 SP - to appear EP - to appear ER -