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Clustering and classification based on the L1 data depth JOURNAL ARTICLE published July 2004 in Journal of Multivariate Analysis |
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Clustering and classification based on the L1 data depth JOURNAL ARTICLE published July 2004 in Journal of Multivariate Analysis |
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A Robust Clustering Method and Visualization Tool Based on Data Depth BOOK CHAPTER published 2002 in Statistical Data Analysis Based on the L1-Norm and Related Methods |
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Band depth based initialization of K-means for functional data clustering JOURNAL ARTICLE published June 2023 in Advances in Data Analysis and Classification Research funded by Spanish Ministry of Education (Archive ID 18C01/003730) | Ministerio de Ciencia, Innovación y Universidades (PID2020-116567GB-C22,PID2020-112796RB-C22) |
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Spatial Pyramidal Clustering Based on a Tessellation BOOK CHAPTER published 2004 in Classification, Clustering, and Data Mining Applications |
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Model based clustering of multinomial count data JOURNAL ARTICLE published 5 July 2023 in Advances in Data Analysis and Classification Research funded by Athens University of Economics and Business (DRASI 1/Research project: 11338201) |
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Temporal Data Classification and Clustering BOOK CHAPTER published 10 March 2010 in Temporal Data Mining |
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Visualization of Model-Based Clustering Structures BOOK CHAPTER published 2010 in Data Analysis and Classification |
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Clustering in High-dimensional Data Spaces BOOK CHAPTER published 2002 in Classification, Clustering, and Data Analysis |
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Clustering Methods in Symbolic Data Analysis BOOK CHAPTER published 2004 in Classification, Clustering, and Data Mining Applications |
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Classification and Clustering BOOK CHAPTER published 2021 in Big Data Mining and Complexity |
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Model-based clustering of functional data via mixtures of t distributions JOURNAL ARTICLE published 12 May 2023 in Advances in Data Analysis and Classification Research funded by Natural Sciences and Engineering Research Council of Canada (DG-2018-04449) |
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Simultaneous gene clustering and subset selection for sample classification via MDL JOURNAL ARTICLE published 12 June 2003 in Bioinformatics |
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A Hausdorff Distance Between Hyper-Rectangles for Clustering Interval Data BOOK CHAPTER published 2004 in Classification, Clustering, and Data Mining Applications |
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Composite likelihood methods for parsimonious model-based clustering of mixed-type data JOURNAL ARTICLE published 9 April 2023 in Advances in Data Analysis and Classification |
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Classification of Geospatial Lattice Data and their Graphical Representation BOOK CHAPTER published 2004 in Classification, Clustering, and Data Mining Applications |
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Standardizing Variables in K-means Clustering BOOK CHAPTER published 2004 in Classification, Clustering, and Data Mining Applications |
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A fresh look at mean-shift based modal clustering JOURNAL ARTICLE published 14 December 2023 in Advances in Data Analysis and Classification Research funded by H2020 Marie Sklodowska-Curie Actions (722734) | Agencia Estatal de Investigación (PID2020-116587GB-I00) | Xunta de Galicia (ED431C 2021/24) |
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Model based clustering for mixed data: clustMD JOURNAL ARTICLE published June 2016 in Advances in Data Analysis and Classification |
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Clustering by Vertex Density in a Graph BOOK CHAPTER published 2004 in Classification, Clustering, and Data Mining Applications |