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020 _a9783031449079
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024 7 _a10.1007/978-3-031-44907-9
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050 4 _aQA76.76.A65
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100 1 _aBernasconi, Anna.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aModel, Integrate, Search... Repeat
_h[electronic resource] :
_bA Sound Approach to Building Integrated Repositories of Genomic Data /
_cby Anna Bernasconi.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aXIX, 270 p. 68 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aLecture Notes in Business Information Processing,
_x1865-1356 ;
_v496
520 _aThis book is a revised version of the PhD dissertation written by the author to receive her PhD from the Department of Electronics, Information and Bioengineering at Politecnico di Milano, Italy. The work deals with one of the central objectives of the European Research Council project “Data-Driven Genomic Computing”, i.e., building an integrated repository for genomic data. It reflects the research adventure that starts from modeling biological data, goes through the challenges of integrating complex data and their describing metadata and finally builds tools for searching the data empowered by a semantic layer. The results of this thesis are part of a broad vision: the availability of conceptual models, related databases, and search systems for both humans and viruses genomics will provide important opportunities for research, especially if virus data will be connected to its host, the human being, who is the provider of genomic and phenotype information. In 2023,the PhD dissertation won the CAiSE PhD Award, granted to outstanding PhD theses in the field of information systems engineering.
650 0 _aApplication software.
650 0 _aBioinformatics.
650 0 _aQuantitative research.
650 0 _aArtificial intelligence
_xData processing.
650 1 4 _aComputer and Information Systems Applications.
650 2 4 _aBioinformatics.
650 2 4 _aData Analysis and Big Data.
650 2 4 _aData Science.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031449062
776 0 8 _iPrinted edition:
_z9783031449086
830 0 _aLecture Notes in Business Information Processing,
_x1865-1356 ;
_v496
856 4 0 _uhttps://doi.org/10.1007/978-3-031-44907-9
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912 _aZDB-2-SXCS
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