An Unsupervised Clustering Approach for Leukemia Classification Based on DNA Micro-Arrays Data (Articolo in rivista)

Type
Label
  • An Unsupervised Clustering Approach for Leukemia Classification Based on DNA Micro-Arrays Data (Articolo in rivista) (literal)
Anno
  • 2007-01-01T00:00:00+01:00 (literal)
Alternative label
  • S. Garatti; S. Bittanti; D. Liberati; P. Maffezzoli (2007)
    An Unsupervised Clustering Approach for Leukemia Classification Based on DNA Micro-Arrays Data
    in Intelligent data analysis; ELSEVIER, NEW YORK (Stati Uniti d'America)
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • S. Garatti; S. Bittanti; D. Liberati; P. Maffezzoli (literal)
Pagina inizio
  • 175 (literal)
Pagina fine
  • 188 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
  • 11 (literal)
Rivista
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali
  • 14 (literal)
Note
  • Google Scholar (literal)
  • Scopu (literal)
  • ISI Web of Science (WOS) (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • Politecnico di Milano e Consiglio Nazionale delle Ricerche (literal)
Titolo
  • An Unsupervised Clustering Approach for Leukemia Classification Based on DNA Micro-Arrays Data (literal)
Abstract
  • DNA micro-arrays provide thousands of genomic expressions on the same subject. A main issue is then to find the subset of genes whose degeneration is responsible of a certain type of cancer. In this paper, starting from a paradigmatic classification problem of two kinds of Leukaemia, we discuss the use of data-mining techniques in such a context. Particular attention is devoted not only to the classification method but also to all the data analysis steps including data pre-processing and information retrieval. (literal)
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