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11th International Conference on Pra...
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Workshop on the Preservation of Stability under Discretization ((2001 :)
11th International Conference on Practical Applications of Computational Biology & Bioinformatics
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
11th International Conference on Practical Applications of Computational Biology & Bioinformatics/ edited by Florentino Fdez-Riverola ... [et al.].
其他作者:
Fdez-Riverola, Florentino.
團體作者:
Workshop on the Preservation of Stability under Discretization
出版者:
Cham :Springer International Publishing : : 2017.,
面頁冊數:
xiv, 330 p. :ill., digital ; : 24 cm.;
Contained By:
Springer eBooks
標題:
Computational biology - Congresses. -
電子資源:
http://dx.doi.org/10.1007/978-3-319-60816-7
ISBN:
9783319608167
11th International Conference on Practical Applications of Computational Biology & Bioinformatics
11th International Conference on Practical Applications of Computational Biology & Bioinformatics
[electronic resource] /edited by Florentino Fdez-Riverola ... [et al.]. - Cham :Springer International Publishing :2017. - xiv, 330 p. :ill., digital ;24 cm. - Advances in intelligent systems and computing,v.6162194-5357 ;. - Advances in intelligent systems and computing ;173..
Processing 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.
Biological 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)
ISBN: 9783319608167
Standard No.: 10.1007/978-3-319-60816-7doiSubjects--Topical Terms:
675350
Computational biology
--Congresses.
LC Class. No.: QH324.2
Dewey Class. No.: 570.285
11th International Conference on Practical Applications of Computational Biology & Bioinformatics
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Processing 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.
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