Publikation: Multivariate Networks in the Life Sciences
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2014
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KERREN, Andreas, ed., Helen C. PURCHASE, ed., Matthew O. WARD, ed.. Multivariate network visualization : Dagstuhl Seminar # 13201, Dagstuhl Castle, Germany, May 12-17, 2013 ; revised discussions. Cham: Springer International Publishing, 2014, pp. 61-73. Lecture Notes in Computer Science. 8380. ISBN 978-3-319-06792-6. Available under: doi: 10.1007/978-3-319-06793-3_4
Zusammenfassung
Bioinformatics can be defined as the development and use of computational methods to solve problems from the life sciences. With the advent of omics technologies, the flood of biological data has been growing exponentially, and the traditional manual analysis and exploration of biological data is less and less an option. Networks are a powerful abstraction that can be utilized to structure, explore, and analyze biological data on different levels: from the atomic details to cellular processes to evolutionary relationships. In this chapter, we will introduce the basic characteristics of the different types of biological networks, give examples of actual visualizations, and discuss current challenges.
Zusammenfassung in einer weiteren Sprache
Fachgebiet (DDC)
004 Informatik
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Information Visualization - towards Multivariate Network Visualization (Dagstuhl Seminar 13201), 12. Mai 2013 - 17. Mai 2013, Dagstuhl
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KOHLBACHER, Oliver, Falk SCHREIBER, Matthew O. WARD, 2014. Multivariate Networks in the Life Sciences. Information Visualization - towards Multivariate Network Visualization (Dagstuhl Seminar 13201). Dagstuhl, 12. Mai 2013 - 17. Mai 2013. In: KERREN, Andreas, ed., Helen C. PURCHASE, ed., Matthew O. WARD, ed.. Multivariate network visualization : Dagstuhl Seminar # 13201, Dagstuhl Castle, Germany, May 12-17, 2013 ; revised discussions. Cham: Springer International Publishing, 2014, pp. 61-73. Lecture Notes in Computer Science. 8380. ISBN 978-3-319-06792-6. Available under: doi: 10.1007/978-3-319-06793-3_4BibTex
@inproceedings{Kohlbacher2014Multi-38613,
year={2014},
doi={10.1007/978-3-319-06793-3_4},
title={Multivariate Networks in the Life Sciences},
number={8380},
isbn={978-3-319-06792-6},
publisher={Springer International Publishing},
address={Cham},
series={Lecture Notes in Computer Science},
booktitle={Multivariate network visualization : Dagstuhl Seminar # 13201, Dagstuhl Castle, Germany, May 12-17, 2013 ; revised discussions},
pages={61--73},
editor={Kerren, Andreas and Purchase, Helen C. and Ward, Matthew O.},
author={Kohlbacher, Oliver and Schreiber, Falk and Ward, Matthew O.}
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<dcterms:abstract xml:lang="eng">Bioinformatics can be defined as the development and use of computational methods to solve problems from the life sciences. With the advent of omics technologies, the flood of biological data has been growing exponentially, and the traditional manual analysis and exploration of biological data is less and less an option. Networks are a powerful abstraction that can be utilized to structure, explore, and analyze biological data on different levels: from the atomic details to cellular processes to evolutionary relationships. In this chapter, we will introduce the basic characteristics of the different types of biological networks, give examples of actual visualizations, and discuss current challenges.</dcterms:abstract>
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