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020 _a9783642290664
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024 7 _a10.1007/978-3-642-29066-4
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082 0 4 _a570.285
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082 0 4 _a570.113
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245 1 0 _aEvolutionary Computation, Machine Learning and Data Mining in Bioinformatics
_h[electronic resource] :
_b10th European Conference, EvoBIO 2012, Málaga, Spain, April 11-13, 2012, Proceedings /
_cedited by Mario Giacobini, Leonardo Vanneschi, William S. Bush.
250 _a1st ed. 2012.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2012.
300 _aXIII, 255 p. 76 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v7246
520 _aThis book constitutes the refereed proceedings of the 10th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, EvoBIO 2012, held in Málaga, Spain, in April 2012 co-located with the Evo* 2012 events. The 15 revised full papers presented together with 8 poster papers were carefully reviewed and selected from numerous submissions. Computational Biology is a wide and varied discipline, incorporating aspects of statistical analysis, data structure and algorithm design, machine learning, and mathematical modeling toward the processing and improved understanding of biological data. Experimentalists now routinely generate new information on such a massive scale that the techniques of computer science are needed to establish any meaningful result. As a consequence, biologists now face the challenges of algorithmic complexity and tractability, and combinatorial explosion when conducting even basic analyses.
650 0 _aBioinformatics.
650 0 _aAlgorithms.
650 0 _aDatabase management.
650 0 _aArtificial intelligence.
650 0 _aComputer science.
650 0 _aArtificial intelligence
_xData processing.
650 1 4 _aComputational and Systems Biology.
650 2 4 _aAlgorithms.
650 2 4 _aDatabase Management.
650 2 4 _aArtificial Intelligence.
650 2 4 _aTheory of Computation.
650 2 4 _aData Science.
700 1 _aGiacobini, Mario.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aVanneschi, Leonardo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBush, William S.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783642290657
776 0 8 _iPrinted edition:
_z9783642290671
830 0 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v7246
856 4 0 _uhttps://doi.org/10.1007/978-3-642-29066-4
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