Algorithms for Computational Biology: Lecture Notes in Computer Science, cartea 12715
Editat de Carlos Martín-Vide, Miguel A. Vega-Rodríguez, Travis Wheeleren Limba Engleză Paperback – 17 apr 2021
The 12 full papers included in this volume were carefully reviewed and selected from 22 submissions. They were organized in topical sections on genomics, phylogenetics, and RNA-Seq and other biological processes. The scope of AlCoB includes topics of either theoretical or applied interest, namely: sequence analysis; sequence alignment; sequence assembly; genome rearrangement; regulatory motif finding; phylogeny reconstruction; phylogeny comparison; structure prediction; compressive genomics; proteomics: molecular pathways, interaction networks, mass spectrometry analysis; transcriptomics: splicing variants, isoform inference and quantification, differential analysis; next-generation sequencing: population genomics, metagenomics, metatranscriptomics, epigenomics; genome CD architecture; microbiome analysis; cancer computational biology; and systems biology.
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Specificații
ISBN-13: 9783030744311
ISBN-10: 3030744310
Pagini: 184
Ilustrații: X, 173 p. 50 illus., 29 illus. in color.
Dimensiuni: 155 x 235 x 11 mm
Greutate: 0.29 kg
Ediția:1st edition 2021
Editura: Springer
Colecția Lecture Notes in Computer Science
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
ISBN-10: 3030744310
Pagini: 184
Ilustrații: X, 173 p. 50 illus., 29 illus. in color.
Dimensiuni: 155 x 235 x 11 mm
Greutate: 0.29 kg
Ediția:1st edition 2021
Editura: Springer
Colecția Lecture Notes in Computer Science
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
Cuprins
Learning Molecular Classes from Small Numbers of Positive Examples Using Graph Grammars.- Can We Replace Reads by Numeric Signatures? Lyndon Fingerprints as Representations of Sequencing Reads for Machine Learning.- Exploiting Variable Sparsity in Computing Equilibria of Biological Dynamical Systems by Triangular Decomposition.- A Recovery Algorithm and Pooling Designs for One-Stage Noisy Group Testing Under the Probabilistic Framework.- Novel Phylogenetic Network Distances Based on Cherry Picking.- Best Match Graphs with Binary Trees.- Scalable and Accurate Phylogenetic Placement Using pplacer-XR.- Comparing Methods for Species Tree Estimation with Gene Duplication and Loss.- Reversal Distance on Genomes with Different Gene Content and Intergenic Regions Information.- Reversals Distance Considering Flexible Intergenic Regions Sizes.- Improved DNA-versus-Protein Homology Search for Protein Fossils.- The Maximum Weight Trace Alignment Merging Problem.