LEADER 04742nam 22006255 450 001 9910254312903321 005 20200630080357.0 010 $a3-319-60816-9 024 7 $a10.1007/978-3-319-60816-7 035 $a(CKB)3710000001410459 035 $a(DE-He213)978-3-319-60816-7 035 $a(MiAaPQ)EBC4882134 035 $a(PPN)202992519 035 $a(EXLCZ)993710000001410459 100 $a20170620d2017 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$a11th International Conference on Practical Applications of Computational Biology & Bioinformatics /$fedited by Florentino Fdez-Riverola, Mohd Saberi Mohamad, Miguel Rocha, Juan F. De Paz, Tiago Pinto 205 $a1st ed. 2017. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017. 215 $a1 online resource (XIV, 330 p. 97 illus.) 225 1 $aAdvances in Intelligent Systems and Computing,$x2194-5357 ;$v616 311 $a3-319-60815-0 320 $aIncludes bibliographical references and index. 327 $aProcessing 2D gel electrophoresis images for efficient Gaussian mixture modeling -- Development of text mining tools for information retrieval from patents -- Multidimensional Feature Selection and Interaction Mining with Decision Tree based ensemble methods -- Study of the Epigenetic Signals in the Human Genome -- An Ensemble Approach for Gene Selection in Gene Expression Data -- Dissimilar Symmetric Word Pairs in the Human Genome. 330 $aBiological and biomedical research are increasingly driven by experimental techniques that challenge our ability to analyse, process and extract meaningful knowledge from the underlying data. The impressive capabilities of next-generation sequencing technologies, together with novel and constantly evolving, distinct types of omics data technologies, have created an increasingly complex set of challenges for the growing fields of Bioinformatics and Computational Biology. The analysis of the datasets produced and their integration call for new algorithms and approaches from fields such as Databases, Statistics, Data Mining, Machine Learning, Optimization, Computer Science and Artificial Intelligence. Clearly, Biology is more and more a science of information and requires tools from the computational sciences. In the last few years, we have seen the rise of a new generation of interdisciplinary scientists with a strong background in the biological and computational sciences. In this context, the interaction of researchers from different scientific fields is, more than ever, of foremost importance in boosting the research efforts in the field and contributing to the education of a new generation of Bioinformatics scientists. The PACBB?17 conference was intended to contribute to this effort and promote this fruitful interaction, with a technical program that included 39 papers spanning many different sub-fields in Bioinformatics and Computational Biology. Further, the conference promoted the interaction of scientists from diverse research groups and with a distinct background (computer scientists, mathematicians, biologists). 410 0$aAdvances in Intelligent Systems and Computing,$x2194-5357 ;$v616 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aBioinformatics 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aComputational Biology/Bioinformatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23050 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aBioinformatics. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aComputational Biology/Bioinformatics. 676 $a570.285 702 $aFdez-Riverola$b Florentino$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMohamad$b Mohd Saberi$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aRocha$b Miguel$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDe Paz$b Juan F$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPinto$b Tiago$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910254312903321 996 $a11th International Conference on Practical Applications of Computational Biology & Bioinformatics$92088770 997 $aUNINA