@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} } @article{SchleifStamer, author = {Schleif, Frank-Michael and Stamer, H.}, title = {LaTeX im studentischen Alltag}, series = {Gaotenblatt}, journal = {Gaotenblatt}, isbn = {1619-0114}, pages = {3 -- 10}, language = {en} } @inproceedings{SimmelDoerflerSchleifetal., author = {Simmel, A. and D{\"o}rfler, T. and Schleif, Frank-Michael and Sommerfeld, E.}, title = {An analysis of connections between internal and external learning process indicators using EEG coherence analysis}, series = {In Proceedings of the 17th Meeting of the International Society for Psychophysics}, booktitle = {In Proceedings of the 17th Meeting of the International Society for Psychophysics}, pages = {602 -- 607}, language = {en} } @inproceedings{DoerflerSimmelSchleifetal., author = {D{\"o}rfler, T. and Simmel, A. and Schleif, Frank-Michael and Sommerfeld, E.}, title = {Complexity - dependent synchronization of brain subsystems during memorization}, series = {In Proceedings of the 17th Meeting of the International Society for Psychophysics}, booktitle = {In Proceedings of the 17th Meeting of the International Society for Psychophysics}, pages = {343 -- 348}, language = {en} } @inproceedings{KoehlerBuchtaFMetal., author = {K{\"o}hler, M. and Buchta, K. and F.-M., and Schleif, Frank-Michael and Sommerfeld, E.}, title = {Complexity and difficulty in memory based comparison}, series = {In Proceedings of the 18th Meeting of the International Society for Psychophysics}, booktitle = {In Proceedings of the 18th Meeting of the International Society for Psychophysics}, pages = {433 -- 439}, language = {en} } @article{Schleif, author = {Schleif, Frank-Michael}, title = {Plugins mit wxWidgets}, series = {Offene Systeme}, volume = {01/05}, journal = {Offene Systeme}, isbn = {1619-0114}, pages = {5 -- 10}, language = {en} } @inproceedings{SimmuteitSchleifVillmannetal., author = {Simmuteit, Stephan and Schleif, Frank-Michael and Villmann, Thomas and Elssner, Thomas}, title = {Tanimoto Metric in Tree-SOM for Improved Representation of Mass Spectrometry Data with an Underlying Taxonomic Structure}, series = {International Conference on Machine Learning and Applications, ICMLA 2009, Miami Beach, Florida, USA, December 13-15, 2009}, booktitle = {International Conference on Machine Learning and Applications, ICMLA 2009, Miami Beach, Florida, USA, December 13-15, 2009}, editor = {Arif Wani, M. and Kantardzic, Mehmed M. and Palade, Vasile and Kurgan, Lukasz A. and (Alan) Qi, Yuan}, doi = {10.1109/ICMLA.2009.111}, pages = {563 -- 567}, language = {en} } @inproceedings{SchleifVillmannHammer, author = {Schleif, Frank-Michael and Villmann, Thomas and Hammer, Barbara}, title = {Local Metric Adaptation for Soft Nearest Prototype Classification to Classify Proteomic Data}, series = {Fuzzy Logic and Applications, 6th International Workshop, WILF 2005, Crema, Italy, September 15-17, 2005, Revised Selected Papers}, volume = {3849}, booktitle = {Fuzzy Logic and Applications, 6th International Workshop, WILF 2005, Crema, Italy, September 15-17, 2005, Revised Selected Papers}, editor = {Bloch, Isabelle and Petrosino, Alfredo and Tettamanzi, Andrea}, doi = {10.1007/11676935_36}, pages = {290 -- 296}, language = {en} } @inproceedings{GewenigerSchleifVillmann, author = {Geweniger, Tina and Schleif, Frank-Michael and Villmann, Thomas}, title = {Probabilistic Prototype Classification Using t-norms}, series = {Advances in Self-Organizing Maps and Learning Vector Quantization - Proceedings of the 10th International Workshop, WSOM 2014, Mittweida, Germany, July, 2-4, 2014}, booktitle = {Advances in Self-Organizing Maps and Learning Vector Quantization - Proceedings of the 10th International Workshop, WSOM 2014, Mittweida, Germany, July, 2-4, 2014}, editor = {Villmann, Thomas and Schleif, Frank-Michael and Kaden, Marika and Lange, Mandy}, doi = {10.1007/978-3-319-07695-9_9}, pages = {99 -- 108}, language = {en} } @inproceedings{SchleifElssnerKostrzewaetal., author = {Schleif, Frank-Michael and Elssner, Thomas and Kostrzewa, Markus and Villmann, Thomas and Hammer, Barbara}, title = {Analysis and Visualization of Proteomic Data by Fuzzy Labeled Self-Organizing Maps}, series = {19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 22-23 June 2006, Salt Lake City, Utah, USA}, booktitle = {19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 22-23 June 2006, Salt Lake City, Utah, USA}, doi = {10.1109/CBMS.2006.44}, pages = {919 -- 924}, language = {en} } @inproceedings{SchleifVillmannZhu, author = {Schleif, Frank-Michael and Villmann, Thomas and Zhu, Xibin}, title = {High Dimensional Matrix Relevance Learning}, series = {2014 IEEE International Conference on Data Mining Workshops, ICDM Workshops 2014, Shenzhen, China, December 14, 2014}, booktitle = {2014 IEEE International Conference on Data Mining Workshops, ICDM Workshops 2014, Shenzhen, China, December 14, 2014}, editor = {Zhou, Zhi-Hua and Wang, Wei and Kumar, Ravi and Toivonen, Hannu and Pei, Jian and Zhexue Huang, Joshua and Wu, Xindong}, doi = {10.1109/ICDMW.2014.15}, pages = {661 -- 667}, language = {en} } @inproceedings{SchleifTinoVillmann, author = {Schleif, Frank-Michael and Ti{\~n}o, Peter and Villmann, Thomas}, title = {Recent trends in learning of structured and non-standard data}, series = {22th European Symposium on Artificial Neural Networks, ESANN 2014, Bruges, Belgium, April 23-25, 2014}, booktitle = {22th European Symposium on Artificial Neural Networks, ESANN 2014, Bruges, Belgium, April 23-25, 2014}, language = {en} } @inproceedings{VillmannSchleifvanderWerffetal., author = {Villmann, Thomas and Schleif, Frank-Michael and van der Werff, Martijn and Deelder, Andr{\´e} M. and Tollenaar, Rob A. E. M.}, title = {Association Learning in SOMs for Fuzzy-Classification}, series = {The Sixth International Conference on Machine Learning and Applications, ICMLA 2007, Cincinnati, Ohio, USA, 13-15 December 2007}, booktitle = {The Sixth International Conference on Machine Learning and Applications, ICMLA 2007, Cincinnati, Ohio, USA, 13-15 December 2007}, editor = {Arif Wani, M. and Kantardzic, Mehmed M. and Li, Tao and Liu, Ying and Kurgan, Lukasz A. and Ye, Jieping and Ogihara, Mitsunori and Sagiroglu, Seref and Chen, Xue-wen and Peterson, Leif E. and Hafeez, Khalid}, doi = {10.1109/ICMLA.2007.29}, pages = {581 -- 586}, language = {en} } @inproceedings{SchleifVillmannHammer, author = {Schleif, Frank-Michael and Villmann, Thomas and Hammer, Barbara}, title = {Supervised Neural Gas for Classification of Functional Data and Its Application to the Analysis of Clinical Proteom Spectra}, series = {Computational and Ambient Intelligence, 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebasti{\´a}n, Spain, June 20-22, 2007, Proceedings}, booktitle = {Computational and Ambient Intelligence, 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebasti{\´a}n, Spain, June 20-22, 2007, Proceedings}, editor = {Sandoval Hern{\´a}ndez, Francisco and Prieto, Alberto and Cabestany, Joan and Gra{\~n}a, Manuel}, doi = {10.1007/978-3-540-73007-1_125}, pages = {1036 -- 1044}, language = {en} } @inproceedings{HasenfussHammerSchleifetal., author = {Hasenfuss, Alexander and Hammer, Barbara and Schleif, Frank-Michael and Villmann, Thomas}, title = {Neural Gas Clustering for Dissimilarity Data with Continuous Prototypes}, series = {Computational and Ambient Intelligence, 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebasti{\´a}n, Spain, June 20-22, 2007, Proceedings}, booktitle = {Computational and Ambient Intelligence, 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebasti{\´a}n, Spain, June 20-22, 2007, Proceedings}, editor = {Sandoval Hern{\´a}ndez, Francisco and Prieto, Alberto and Cabestany, Joan and Gra{\~n}a, Manuel}, doi = {10.1007/978-3-540-73007-1_66}, pages = {539 -- 546}, language = {en} } @inproceedings{VillmannSchleifMerenyietal., author = {Villmann, Thomas and Schleif, Frank-Michael and Mer{\´e}nyi, Erzs{\´e}bet and Hammer, Barbara}, title = {Fuzzy Labeled Self-Organizing Map for Classification of Spectra}, series = {Computational and Ambient Intelligence, 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebasti{\´a}n, Spain, June 20-22, 2007, Proceedings}, booktitle = {Computational and Ambient Intelligence, 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebasti{\´a}n, Spain, June 20-22, 2007, Proceedings}, editor = {Sandoval Hern{\´a}ndez, Francisco and Prieto, Alberto and Cabestany, Joan and Gra{\~n}a, Manuel}, doi = {10.1007/978-3-540-73007-1_68}, pages = {556 -- 563}, language = {en} } @inproceedings{SchleifClaussVillmannetal., author = {Schleif, Frank-Michael and Clauss, U. and Villmann, Thomas and Hammer, Barbara}, title = {Supervised relevance neural gas and unified maximum separability analysis for classification of mass spectrometric data}, series = {Proceedings of the 2004 International Conference on Machine Learning and Applications - ICMLA 2004, 16-18 December 2004, Louisville, KY, USA}, booktitle = {Proceedings of the 2004 International Conference on Machine Learning and Applications - ICMLA 2004, 16-18 December 2004, Louisville, KY, USA}, editor = {Kantardzic, Mehmed M. and Milanova, Mariofanna G. and Nasraoui, Olfa}, doi = {10.1109/ICMLA.2004.1383538}, pages = {374 -- 379}, language = {en} } @inproceedings{SchleifVillmannHammer, author = {Schleif, Frank-Michael and Villmann, Thomas and Hammer, Barbara}, title = {Analysis of Proteomic Spectral Data by Multi Resolution Analysis and Self-Organizing Maps}, series = {Applications of Fuzzy Sets Theory, 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Camogli, Italy, July 7-10, 2007, Proceedings}, booktitle = {Applications of Fuzzy Sets Theory, 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Camogli, Italy, July 7-10, 2007, Proceedings}, editor = {Masulli, Francesco and Mitra, Sushmita and Pasi, Gabriella}, doi = {10.1007/978-3-540-73400-0_72}, pages = {563 -- 570}, language = {en} }