@article{KoehlerBuchtaFMetal., author = {K{\"o}hler, M. and Buchta, K. and F.-M., and Schleif, Frank-Michael and Sommerfeld, E.}, title = {A mission for the EEG coherence analysis: Is the task complex or difficult?}, series = {Brain Topography}, volume = {15}, journal = {Brain Topography}, number = {4}, isbn = {ISSN 0896-0267}, pages = {271 -- 271}, language = {en} } @inproceedings{VillmannHammerSchleif, author = {Villmann, T. and Hammer, B. and Schleif, Frank-Michael}, title = {Metrik Adaptation for Optimal Feature Classification in Learning Vector Quantization Applied to Environment Detection}, series = {In Proceedings of Selbstorganisation Von Adaptivem Verfahren (SOAVE'2004)}, booktitle = {In Proceedings of Selbstorganisation Von Adaptivem Verfahren (SOAVE'2004)}, isbn = {3-18-374310-8}, pages = {592 -- 597}, language = {en} } @inproceedings{VillmannHammerSchleifetal., author = {Villmann, Th. and Hammer, B. and Schleif, Frank-Michael and Geweniger, T.}, title = {Fuzzy Labeled Neural GAS for Fuzzy Classification}, series = {Proceedings of the 5th Workshop on Self-Organizing Maps (WSOM) 2005}, booktitle = {Proceedings of the 5th Workshop on Self-Organizing Maps (WSOM) 2005}, editor = {Cottrell, Marie}, pages = {283 -- 290}, language = {en} } @inproceedings{HammerHasenfussSchleifetal., author = {Hammer, B. and Hasenfuss, A. and Schleif, Frank-Michael and Villmann, T.}, title = {Supervised median clustering}, series = {Proc. of ANNIE 2006}, booktitle = {Proc. of ANNIE 2006}, isbn = {0-7918-0256-6}, pages = {623 -- 632}, language = {en} } @inproceedings{SchleifElssnerKostrzewaetal., author = {Schleif, Frank-Michael and Elssner, T. and Kostrzewa, M. and Villmann, T. and Hammer, B.}, title = {Machine Learning and Soft-Computing in Bioinformatics - A Short Journey}, series = {Proc. of FLINS 2006}, booktitle = {Proc. of FLINS 2006}, isbn = {981-256-690-2}, pages = {541 -- 548}, language = {en} } @article{SchleifHammerVillmann, author = {Schleif, Frank-Michael and Hammer, B. and Villmann, Th.}, title = {Margin based Active Learning for LVQ Networks}, series = {Neurocomputing}, volume = {70}, journal = {Neurocomputing}, number = {7-9}, pages = {1215 -- 1224}, language = {en} } @inproceedings{Schleif, author = {Schleif, Frank-Michael}, title = {Sparse Kernel Vector Quantization with Local Dependencies}, series = {Proceedings of IJCNN 2011}, booktitle = {Proceedings of IJCNN 2011}, isbn = {978-1-4244-9635-8}, pages = {1538 -- 1545}, language = {en} } @article{StrickertBunteSchleifetal., author = {Strickert, M. and Bunte, Kerstin and Schleif, Frank-Michael and Huellermeier, E.}, title = {Correlation-based Neighbor Embedding}, series = {NeuroComputing}, volume = {141}, journal = {NeuroComputing}, pages = {97 -- 109}, language = {en} } @inproceedings{BiehlHammerSchleifetal., author = {Biehl, M. and Hammer, B. and Schleif, Frank-Michael and Schneider, P. and Villmann, T.}, title = {Stationarity of Matrix Relevance LVQ}, series = {Proceedings of IJCNN 2015}, booktitle = {Proceedings of IJCNN 2015}, pages = {1 -- 8}, language = {en} } @techreport{HammerSchleifVillmann, author = {Hammer, B. and Schleif, Frank-Michael and Villmann, Th.}, title = {On the Generalization Ability of Prototype-Based Classifiers with Local Relevance Determination}, number = {Technical Reports University of Clausthal IfI-05-14}, language = {en} } @techreport{HammerHasenfussSchleifetal., author = {Hammer, B. and Hasenfuss, A. and Schleif, Frank-Michael and Villmann, Th.}, title = {Supervised Median Clustering}, number = {Technical Reports University of Clausthal IfI-09-06}, language = {en} } @techreport{SchleifHasenfussHammer, author = {Schleif, Frank-Michael and Hasenfuss, A. and Hammer, B.}, title = {Aggregation of multiple peak lists by use of an improved neural gas network}, number = {MLR-02-2007, Machine Learning Reports, ISSN:1865-3960 http://www.uni-leipzig.de/\$\tilde{ }\$compint/mlr/mlr_02_2007.pdf}, language = {en} } @techreport{Schleif, author = {Schleif, Frank-Michael}, title = {Preprocessing of Nuclear Magnetic Resonance Spectrometry Data}, number = {MLR-01-2007, Machine Learning Reports, ISSN:1865-3960 http://www.uni-leipzig.de/\$\tilde{ }\$compint/mlr/mlr_01_2007.pdf}, language = {en} } @techreport{BunteSchneiderHammeretal., author = {Bunte, K. and Schneider, P. and Hammer, B. and Schleif, Frank-Michael and Villmann, T. and Biehl, M.}, title = {Discriminative Visualization by Limited Rank Matrix Learning}, number = {MLR-03-2008, Machine Learning Reports, ISSN:1865-3960 http://www.uni-leipzig.de/\$\tilde{ }\$compint/mlr/mlr_03_2008.pdf}, language = {en} } @techreport{SchleifRiemerBoerneretal., author = {Schleif, Frank-Michael and Riemer, T. and Boerner, U. and Cross, M.}, title = {Extended Targeted Profiling to Identify and Quantify Metabolites in 1-H NMR measurements}, series = {Proc. of ICOLE 2009, IfI-05-14}, journal = {Proc. of ICOLE 2009, IfI-05-14}, pages = {to appear -- to appear}, language = {en} } @techreport{SimmuteitSimmuteitSchleifetal., author = {Simmuteit, S. and Simmuteit, J. and Schleif, Frank-Michael and Villmann, T.}, title = {Deconvolution and Identification of Mass Spectra from mixed and pure colonies of bacteria}, series = {Proc. of ICOLE 2009, IfI-05-14}, journal = {Proc. of ICOLE 2009, IfI-05-14}, pages = {to appear -- to appear}, language = {en} } @techreport{BiehlHammerSchleifetal., author = {Biehl, M. and Hammer, B. and Schleif, Frank-Michael and Schneider, P. and Villmann, T.}, title = {Stationarity of Matrix Relevance Learning Vector Quantization}, number = {MLR-01-2009, Machine Learning Reports, ISSN:1865-3960 http://www.uni-leipzig.de/\$\tilde{ }\$compint/mlr/mlr_01_2009.pdf}, language = {en} } @techreport{SchleifGisbrecht, author = {Schleif, Frank-Michael and Gisbrecht, A.}, title = {Data analysis of (non-)metric (dis-)similarities at linear costs}, number = {MLR-04-2012, Machine Learning Reports, ISSN:1865-3960 http://www.uni-leipzig.de/\$\tilde{ }\$compint/mlr/mlr_04_2012.pdf}, language = {en} } @techreport{Schleif, author = {Schleif, Frank-Michael}, title = {Large scale Nystroem approximation for non-metric similarity and dissimilarity data}, number = {MLR-03-2013, Machine Learning Reports, ISSN:1865-3960 http://www.uni-leipzig.de/\$\tilde{ }\$compint/mlr/mlr_03_2013.pdf}, language = {en} } @techreport{SchleifVillmann, author = {Schleif, Frank-Michael and Villmann, T.}, title = {Analysis of temporal Kinect motion capturing data}, number = {MLR-05-2013, Machine Learning Reports, ISSN:1865-3960 http://www.uni-leipzig.de/\$\tilde{ }\$compint/mlr/mlr_05_2013.pdf}, language = {en} } @techreport{Schleif, author = {Schleif, Frank-Michael}, title = {Large scale Nystr{\"o}m approximation for non-metric similarity and dissimilarity data}, number = {MLR-03-2013, Machine Learning Reports, ISSN:1865-3960 http://www.uni-leipzig.de/\$\tilde{ }\$compint/mlr/mlr_03_2013.pdf}, language = {en} } @article{GisbrechtSchleif, author = {Gisbrecht, Andrej and Schleif, Frank-Michael}, title = {Metric and non-metric proximity transformations at linear costs}, series = {CoRR}, volume = {abs/1411.1646}, journal = {CoRR}, language = {en} } @article{Schleif, author = {Schleif, Frank-Michael}, title = {OCR mit statistischen Momenten}, series = {Gaotenblatt}, journal = {Gaotenblatt}, isbn = {1619-0114}, pages = {15 -- 17}, language = {en} }