• DocumentCode
    191057
  • Title

    SILP3: Maximum likelihood approach to scaffolding

  • Author

    Mandric, Igor ; Lindsay, John ; Mandoiu, Ion ; Zelikovsky, Alexander

  • Author_Institution
    Dept. of Comput. Sci., Georgia State Univ., Atlanta, GA, USA
  • fYear
    2014
  • fDate
    2-4 June 2014
  • Firstpage
    1
  • Lastpage
    1
  • Abstract
    Scaffolding is the important stage of genome assembly consisting of orienting and ordering contigs based on read pairs. We present a scalable scaffolding algorithm that finds most likely contig orientation using integer linear program solved by a non-serial dynamic programming approach. We then formulate the problem of finding most likely contig ordering as an optimization problem and propose a novel ordering algorithm improving over our previous scaffolding tool SILP2.
  • Keywords
    bioinformatics; genomics; integer programming; linear programming; maximum likelihood estimation; genome assembly; integer linear program; maximum likelihood approach; nonserial dynamic programming approach; optimization problem; ordering algorithm; scalable scaffolding algorithm; Assembly; Bioinformatics; Dynamic programming; Genomics; Maximum likelihood estimation; Optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Advances in Bio and Medical Sciences (ICCABS), 2014 IEEE 4th International Conference on
  • Conference_Location
    Miami, FL
  • Print_ISBN
    978-1-4799-5786-6
  • Type

    conf

  • DOI
    10.1109/ICCABS.2014.6863940
  • Filename
    6863940