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024 7 _a10.1007/978-3-030-42266-0
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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 _aAlgorithms for Computational Biology
_h[electronic resource] :
_b7th International Conference, AlCoB 2020, Missoula, MT, USA, April 13-15, 2020, Proceedings /
_cedited by Carlos Martín-Vide, Miguel A. Vega-Rodríguez, Travis Wheeler.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXVIII, 199 p. 111 illus., 34 illus. in color.
_bonline resource.
336 _atext
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490 1 _aLecture Notes in Bioinformatics,
_x2366-6331 ;
_v12099
505 0 _aGenomics -- Parallel Generalized Su x Tree Construction for Genomic Data -- A 3.5-Approximation Algorithm for Sorting by Intergenic Transpositions -- Heuristics for Reversal Distance between Genomes with Duplicated Genes -- Extending Maximal Perfect Haplotype Blocks to the Realm of Pangenomics -- Gaps and Runs in Syntenic Alignments -- Phylogenetics -- Comparing Integer Linear Programming to SAT-Solving for Hard Problems in Computational and Systems Biology -- Combining Networks Using Cherry Picking Sequences -- Linear Time Algorithm for Tree-Child Network Containment -- PathOGiST: A Novel Method for Clustering Pathogen Isolates by Combining Multiple Genotyping Signals -- TreeSolve: Rapid Error-Correction of Microbial Gene Trees -- RNA-Seq and Other Biological Processes -- Time Series Adjustment Enhancement of Hierarchical Modeling of Arabidopsis Thaliana Gene Interactions -- BESTox: A Convolutional Neural Network Regression Model Based on Binary-Encoded SMILES for Acute Oral Toxicity Predictionof Chemical Compounds -- Stratified Test Alleviates Batch Effects in Single-Cell Data -- A Topological Data Analysis Approach on Predicting Phenotypes from Gene Expression Data -- BOAssembler: A Bayesian Optimization Framework to Improve RNA-Seq Assembly Performance.
520 _aThis book constitutes the proceedings of the 7th International Conference on Algorithms for Computational Biology, AlCoB 2020, was planned to be held in Missoula, MT, USA in April 2020. Due to the corona pandemic the conference was postponed to be held together with AlCoB 2021. The 15 full papers included in this volume were carefully reviewed and selected from 24 submissions. They were organized in topical sections on genomics, phylogenetics, and RNA-Seq and other biological processes. .
650 0 _aBioinformatics.
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650 0 _aArtificial intelligence.
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650 0 _aAlgorithms.
_93390
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
_931572
650 0 _aSoftware engineering.
_94138
650 1 4 _aComputational and Systems Biology.
_931619
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aAlgorithms.
_93390
650 2 4 _aComputer Engineering and Networks.
_996945
650 2 4 _aComputer Communication Networks.
_996947
650 2 4 _aSoftware Engineering.
_94138
700 1 _aMartín-Vide, Carlos.
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700 1 _aVega-Rodríguez, Miguel A.
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700 1 _aWheeler, Travis.
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710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9783030422677
830 0 _aLecture Notes in Bioinformatics,
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