LEADER 02699nam 22005415 450 001 9910254832903321 005 20251113184212.0 010 $a3-319-54621-X 024 7 $a10.1007/978-3-319-54621-6 035 $a(CKB)3710000001177273 035 $a(DE-He213)978-3-319-54621-6 035 $a(MiAaPQ)EBC4843290 035 $a(PPN)200510010 035 $a(EXLCZ)993710000001177273 100 $a20170417d2017 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSummarizing Biological Networks /$fby Sourav S. Bhowmick, Boon-Siew Seah 205 $a1st ed. 2017. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017. 215 $a1 online resource (XV, 146 p. 54 illus., 31 illus. in color.) 225 1 $aComputational Biology,$x2662-2432 ;$v24 311 08$a3-319-54620-1 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aIntroduction -- Background -- Clustering PPI Networks -- Functional Summarization -- Multi-faceted Functional Decomposition -- Differential Functional Summarization -- The Road Ahead. 330 $aThis book focuses on the data mining, systems biology, and bioinformatics computational methods that can be used to summarize biological networks. Specifically, it discusses an array of techniques related to biological network clustering, network summarization, and differential network analysis which enable readers to uncover the functional and topological organization hidden in a large biological network. The authors also examine crucial open research problems in this arena. Academics, researchers, and advanced-level students will find this book to be a comprehensive and exceptional resource for understanding computational techniques and their applications for a summary of biological networks. 410 0$aComputational Biology,$x2662-2432 ;$v24 606 $aBioinformatics 606 $aData mining 606 $aComputational and Systems Biology 606 $aData Mining and Knowledge Discovery 615 0$aBioinformatics. 615 0$aData mining. 615 14$aComputational and Systems Biology. 615 24$aData Mining and Knowledge Discovery. 676 $a572.64 700 $aBhowmick$b Sourav S$4aut$4http://id.loc.gov/vocabulary/relators/aut$01065398 702 $aSeah$b Boon-Siew$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910254832903321 996 $aSummarizing Biological Networks$92545045 997 $aUNINA