Published in: Dagstuhl Reports, Volume 2, Issue 2 (2012)
Daniel A. Keim, Fabrice Rossi, Thomas Seidl, Michel Verleysen, and Stefan Wrobel. Information Visualization, Visual Data Mining and Machine Learning (Dagstuhl Seminar 12081). In Dagstuhl Reports, Volume 2, Issue 2, pp. 58-83, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2012)
@Article{keim_et_al:DagRep.2.2.58, author = {Keim, Daniel A. and Rossi, Fabrice and Seidl, Thomas and Verleysen, Michel and Wrobel, Stefan}, title = {{Information Visualization, Visual Data Mining and Machine Learning (Dagstuhl Seminar 12081)}}, pages = {58--83}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2012}, volume = {2}, number = {2}, editor = {Keim, Daniel A. and Rossi, Fabrice and Seidl, Thomas and Verleysen, Michel and Wrobel, Stefan}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagRep.2.2.58}, URN = {urn:nbn:de:0030-drops-35064}, doi = {10.4230/DagRep.2.2.58}, annote = {Keywords: Information visualization, visual data mining, machine learning, nonlinear dimensionality reduction, exploratory data analysis} }
Published in: Dagstuhl Seminar Proceedings, Volume 7131, Similarity-based Clustering and its Application to Medicine and Biology (2007)
Frank Michael Schleif. Advances in pre-processing and model generation for mass spectrometric data analysis. In Similarity-based Clustering and its Application to Medicine and Biology. Dagstuhl Seminar Proceedings, Volume 7131, pp. 1-24, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2007)
@InProceedings{schleif:DagSemProc.07131.3, author = {Schleif, Frank Michael}, title = {{Advances in pre-processing and model generation for mass spectrometric data analysis}}, booktitle = {Similarity-based Clustering and its Application to Medicine and Biology}, pages = {1--24}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2007}, volume = {7131}, editor = {Michael Biehl and Barbara Hammer and Michel Verleysen and Thomas Villmann}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.07131.3}, URN = {urn:nbn:de:0030-drops-11329}, doi = {10.4230/DagSemProc.07131.3}, annote = {Keywords: Similarity measures, functional data, proteomics, mass spectrometry, pre-processing,wavelet analysis, generalized peak list} }
Published in: Dagstuhl Seminar Proceedings, Volume 7131, Similarity-based Clustering and its Application to Medicine and Biology (2007)
Marc Strickert and Udo Seiffert. Correlation-based Data Representation. In Similarity-based Clustering and its Application to Medicine and Biology. Dagstuhl Seminar Proceedings, Volume 7131, pp. 1-16, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2007)
@InProceedings{strickert_et_al:DagSemProc.07131.4, author = {Strickert, Marc and Seiffert, Udo}, title = {{Correlation-based Data Representation}}, booktitle = {Similarity-based Clustering and its Application to Medicine and Biology}, pages = {1--16}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2007}, volume = {7131}, editor = {Michael Biehl and Barbara Hammer and Michel Verleysen and Thomas Villmann}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.07131.4}, URN = {urn:nbn:de:0030-drops-11347}, doi = {10.4230/DagSemProc.07131.4}, annote = {Keywords: Correlation, data representation, gradient-based optimization, clustering, neural gas} }
Published in: Dagstuhl Seminar Proceedings, Volume 7131, Similarity-based Clustering and its Application to Medicine and Biology (2007)
Aree Witoelar, Michael Biehl, and Barbara Hammer. Learning Vector Quantization: generalization ability and dynamics of competing prototypes. In Similarity-based Clustering and its Application to Medicine and Biology. Dagstuhl Seminar Proceedings, Volume 7131, pp. 1-11, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2007)
@InProceedings{witoelar_et_al:DagSemProc.07131.5, author = {Witoelar, Aree and Biehl, Michael and Hammer, Barbara}, title = {{Learning Vector Quantization: generalization ability and dynamics of competing prototypes}}, booktitle = {Similarity-based Clustering and its Application to Medicine and Biology}, pages = {1--11}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2007}, volume = {7131}, editor = {Michael Biehl and Barbara Hammer and Michel Verleysen and Thomas Villmann}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.07131.5}, URN = {urn:nbn:de:0030-drops-11311}, doi = {10.4230/DagSemProc.07131.5}, annote = {Keywords: Online learning, learning vector quantization} }
Published in: Dagstuhl Seminar Proceedings, Volume 7131, Similarity-based Clustering and its Application to Medicine and Biology (2007)
Petra Schneider. Relevance Matrices in LVQ. In Similarity-based Clustering and its Application to Medicine and Biology. Dagstuhl Seminar Proceedings, Volume 7131, pp. 1-6, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2007)
@InProceedings{schneider:DagSemProc.07131.7, author = {Schneider, Petra}, title = {{Relevance Matrices in LVQ}}, booktitle = {Similarity-based Clustering and its Application to Medicine and Biology}, pages = {1--6}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2007}, volume = {7131}, editor = {Michael Biehl and Barbara Hammer and Michel Verleysen and Thomas Villmann}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.07131.7}, URN = {urn:nbn:de:0030-drops-11332}, doi = {10.4230/DagSemProc.07131.7}, annote = {Keywords: Learning Vector Quantization, Relevance Learning, adaptive distance measure} }
Published in: Dagstuhl Seminar Proceedings, Volume 7131, Similarity-based Clustering and its Application to Medicine and Biology (2007)
Michael Biehl, Barbara Hammer, Michel Verleysen, and Thomas Villmann. 07131 Abstracts Collection – Similarity-based Clustering and its Application to Medicine and Biology. In Similarity-based Clustering and its Application to Medicine and Biology. Dagstuhl Seminar Proceedings, Volume 7131, pp. 1-12, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2007)
@InProceedings{biehl_et_al:DagSemProc.07131.1, author = {Biehl, Michael and Hammer, Barbara and Verleysen, Michel and Villmann, Thomas}, title = {{07131 Abstracts Collection – Similarity-based Clustering and its Application to Medicine and Biology}}, booktitle = {Similarity-based Clustering and its Application to Medicine and Biology}, pages = {1--12}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2007}, volume = {7131}, editor = {Michael Biehl and Barbara Hammer and Michel Verleysen and Thomas Villmann}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.07131.1}, URN = {urn:nbn:de:0030-drops-11190}, doi = {10.4230/DagSemProc.07131.1}, annote = {Keywords: Similarity-based clustering and classification, prototype-based classifiers, self-organisation, SOM, learning vector quantization, medical diagnosis, bioinformatics} }
Published in: Dagstuhl Seminar Proceedings, Volume 7131, Similarity-based Clustering and its Application to Medicine and Biology (2007)
Michael Biehl, Barbara Hammer, Michel Verleysen, and Thomas Villmann. 07131 Summary – Similarity-based Clustering and its Application to Medicine and Biology. In Similarity-based Clustering and its Application to Medicine and Biology. Dagstuhl Seminar Proceedings, Volume 7131, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2007)
@InProceedings{biehl_et_al:DagSemProc.07131.2, author = {Biehl, Michael and Hammer, Barbara and Verleysen, Michel and Villmann, Thomas}, title = {{07131 Summary – Similarity-based Clustering and its Application to Medicine and Biology}}, booktitle = {Similarity-based Clustering and its Application to Medicine and Biology}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2007}, volume = {7131}, editor = {Michael Biehl and Barbara Hammer and Michel Verleysen and Thomas Villmann}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.07131.2}, URN = {urn:nbn:de:0030-drops-11177}, doi = {10.4230/DagSemProc.07131.2}, annote = {Keywords: Clustering, bioinformatics, medicine} }
Published in: Dagstuhl Seminar Proceedings, Volume 7131, Similarity-based Clustering and its Application to Medicine and Biology (2007)
Barbara Hammer and Alexander Hasenfuss. Relational Clustering. In Similarity-based Clustering and its Application to Medicine and Biology. Dagstuhl Seminar Proceedings, Volume 7131, pp. 1-15, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2007)
@InProceedings{hammer_et_al:DagSemProc.07131.6, author = {Hammer, Barbara and Hasenfuss, Alexander}, title = {{Relational Clustering}}, booktitle = {Similarity-based Clustering and its Application to Medicine and Biology}, pages = {1--15}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2007}, volume = {7131}, editor = {Michael Biehl and Barbara Hammer and Michel Verleysen and Thomas Villmann}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.07131.6}, URN = {urn:nbn:de:0030-drops-11182}, doi = {10.4230/DagSemProc.07131.6}, annote = {Keywords: Neural gas, dissimilarity data} }
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