no code implementations • 14 Jan 2022 • Sarah Mubeen, Alpha Tom Kodamullil, Martin Hofmann-Apitius, Daniel Domingo-Fernández
In this review, we organize and summarize the findings of these benchmarks to provide a comprehensive overview on the influence of these factors.
no code implementations • 17 Nov 2021 • Philipp Wegner, Sebastian Schaaf, Mischa Uebachs, Daniel Domingo-Fernández, Yasamin Salimi, Stephan Gebel, Astghik Sargsyan, Colin Birkenbihl, Stephan Springstubbe, Thomas Klockgether, Juliane Fluck, Martin Hofmann-Apitius, Alpha Tom Kodamullil
The DST combined with this disease-specific data model shows how interoperability between multiple, heterogeneous dementia datasets can be achieved.
2 code implementations • GigaScience 2019 • Johann de Jong, Mohammad Asif Emon, Ping Wu, Reagon Karki, Meemansa Sood, Patrice Godard, Ashar Ahmad, Henri Vrooman, Martin Hofmann-Apitius, Holger Fröhlich
Findings The problem of clustering multivariate short time series with many missing values is generally not well addressed in the literature.