Data Exploration and Validation on dense knowledge graphs for biomedical research

Autor: Dörpinghaus, Jens, Apke, Alexander, Lage-Rupprecht, Vanessa, Stefan, Andreas

Here we present a holistic approach for data exploration on dense knowledge graphs as a novel approach with a proof-of-concept in biomedical research. Knowledge graphs are increasingly becoming a vital factor in knowledge mining and discovery as they

Externí odkaz: http://arxiv.org/abs/1912.06194

Sequence Analysis

Autor: Dörpinghaus, Jens, Weil, Vera, Schaaf, Sebastian, Apke, Alexander

Publikováno v: Studies in Big Data ISBN: 9783031084102
Cham : Springer International Publishing, Studies in Big Data 112, 415-437 (2022). doi:10.1007/978-3-031-08411-9_15
[Ebook] Computational Life Sciences : Data Engineering and Data Mining for Life Sciences / Dörpinghaus, Jens ; Weil, Vera ; Schaaf, Sebastian ; Apke, Alexander 1st ed. 2022, Cham : Springer International Publishing, 2022

The collection and understanding of biological sequences once founded bioinformatics as a scientific field, and is still the most common reception even outside the scientific community. In this chapter we introduce principles of sequence analysis, st

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::718591308b0e75caa87643a8bbfc3b77
https://doi.org/10.1007/978-3-031-08411-9_15

Network Analysis: Bringing Graphs to Java

Autor: Dörpinghaus, Jens, Weil, Vera, Schaaf, Sebastian, Apke, Alexander

Publikováno v: Studies in Big Data ISBN: 9783031084102
Cham : Springer, Studies in Big Data 112, 327-359 (2022). doi:10.1007/978-3-031-08411-9
[Ebook] Computational Life Sciences : Data Engineering and Data Mining for Life Sciences / Dörpinghaus, Jens ; Weil, Vera ; Schaaf, Sebastian ; Apke, Alexander 1st ed. 2022, Cham : Springer International Publishing, 2022

Network structures play an important role in life sciences and data representation. For example, they are used within biological and social networks, protein interaction networks. In this chapter, we introduce the analysis of graph structures with Ja

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fd9549810f229402e3fafd711555e9fe
https://doi.org/10.1007/978-3-031-08411-9_12

Algorithm Design

Autor: Apke, Alexander, Weil, Vera, Dörpinghaus, Jens, Schaaf, Sebastian

Publikováno v: Studies in Big Data ISBN: 9783031084102
Cham : Springer International Publishing, Studies in Big Data 112, 79-98 (2022). doi:10.1007/978-3-031-08411-9_4
[Ebook] Computational Life Sciences : Data Engineering and Data Mining for Life Sciences / Dörpinghaus, Jens ; Weil, Vera ; Schaaf, Sebastian ; Apke, Alexander 1st ed. 2022, Cham : Springer International Publishing, 2022

In this chapter, we have a closer look at algorithms and the challenges that lie in designing “good” algorithms. We show how a real world problem can be modeled in a way that an algorithm can understand and solve it. Further, we introduce the Big

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1731b1571d589badcd3ffbe50ebdc848
https://doi.org/10.1007/978-3-031-08411-9_4

Computational Life Sciences : Data Engineering and Data Mining for Life Sciences. [elektronicky zdroj]

Autor: Dörpinghaus, Jens

Externí odkaz: Kolekce e-knih KNAV (Registrovani uzivatele: plny text online 5 minut, dalsi pristup na vyzadani. Registered users: full text online 5 minutes, further access on request.)