@incollection{fdi:010073007,
  title = {{C}leaning, integrating, and warehousing genomic data from biomedical resources},
  author = {{M}oussouni, {F}. and {B}erti-{E}quille, {L}aure},
  editor = {},
  language = {{ENG}},
  abstract = {{I}n this chapter, the authors review the literature on data integration in the life sciences with a particular focus on the approaches that have been proposed to handle biological data quality problems. {T}hey propose a classification of data quality problems in biomedical resources and present some of preprocessing solutions that can be practically implemented before any data‐mining task. {B}ased on their previous work on data cleaning, integration, and warehousing of biomedical data, they present the lessons they have learned and the approaches implemented in practice. {F}inally, they conclude with some challenging research directions for biomedical data preprocessing and integration.},
  keywords = {{INFORMATIQUE} {SCIENTIFIQUE} ; {BANQUE} {DE} {DONNEES} ; {TRAITEMENT} {DE} {DONNEES} ; {QUALITE} ; {BIOLOGIE} ; {SANTE} ; {BIOINFORMATIQUE} ; {GENOMIQUE} ; {ONTOLOGIE}},
  booktitle = {{B}iological knowledge discovery handbook},
  numero = {23},
  pages = {35--58},
  address = {{H}oboken},
  publisher = {{W}iley},
  series = {{W}iley {B}ook {S}eries on {B}ioinformatics},
  year = {2014},
  DOI = {10.1002/9781118617151.ch02},
  ISBN = {978-1-118-13273-9},
  URL = {https://www.documentation.ird.fr/hor/fdi:010073007},
}