Distance Transformation for Effective Dimension Reduction of High-Dimensional Data

Bibtex entry :

@inproceedings { szekely2009:TopLearn,
    vgclass = { refpap },
    vgproject = { viper },
    author = { Eniko Szekely and Eric Bruno and St{\'e}phane Marchand-Maillet },
    title = { Distance Transformation for Effective Dimension Reduction of High-Dimensional Data },
    booktitle = { 1st International Workshop on Topological Learning (in conjunction with the 18th International Symposium on Methodologies for Intelligent Systems) },
    url = { http://viper.unige.ch/documents/pdf/szekely2009-topolearning.pdf },
    address = { Prague, Czech Republic },
    month = { September 14 },
    year = { 2009 },
}
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Keywords: machine learning, information geometry, data mining, Big Data, affective information retrieval (recherche d'information), information visualisation, content-based image and video retrieval (CBIR, CBR, CBVR, CBMR, CBMIR), information mining, classification, multimedia and multimodal information management, semantic web, knowledge base (RDF, OWL, XML, metadata, auto-annotation, description), multimodal information fusion