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IDA
2007
Springer

An unsupervised clustering approach for leukaemia classification based on DNA micro-arrays data

10 years 6 months ago
An unsupervised clustering approach for leukaemia classification based on DNA micro-arrays data
: 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 datamining 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.
Simone Garatti, Sergio Bittanti, Diego Liberati, A
Added 14 Dec 2010
Updated 14 Dec 2010
Type Journal
Year 2007
Where IDA
Authors Simone Garatti, Sergio Bittanti, Diego Liberati, Andrea Maffezzoli
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