New publication!

Our new article has been accepted in BMC Bioinformatics: Sperlea T, Füser S, Boenigk J, Heider D: SEDE-GPS: socio-economic data enrichment based on GPS information. BMC Bioinformatics 2018, 19(Suppl 15):440. (Link) Abstract Background Microbes are essentail components of all ecosystems because they drive many biochemical processes and act as primary producers. In freshwater ecosystems, the…

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New publication!

Our new article has been accepted in Bioinformatics: Schwarz J and Heider D: GUESS: Projecting Machine Learning Scores to Well-Calibrated Probability Estimates for Clinical Decision Making. Bioinformatics 2018, in press. Abstract Motivation: Clinical decision-support-systems (CDSS) have been applied in numerous fields, ranging from cancer survival towards drug resistance prediction. Nevertheless, CDSS typically have a caveat:…

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Special Issue: Artificial Intelligence Bioinformatics

Angelo Facchiano and Dominik Heider will host a special issue on Artificial Intelligence Bioinformatics: Development and Application of Tools for Omics and Inter-Omics Studies Omics sciences revolutionized research in areas such as biology, biotechnology, medicine, and agri-food sciences. With the novelty of high-throughput techniques, researchers may encounter difficulties to manage and interpret the huge amount…

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ECDA 2019

Dominik is member of the program commitee of the ECDA 2019 in Bayreuth. ECDA solicits contributions to theoretical as well as application-oriented research on topics in the realm of data science, with a specific focus on data analytics. With its motto „Multidisciplinary Facets of Data Science“, ECDA 2019 specifically emphasizes the important interplay of disciplines…

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H2020 project will be funded!

Our EU RIA project application FeatureCloud with a total volume of EUR 4,646,000,00 has just been granted for the next 5 years. The project was submitted to the H2020-SC1-FA-DTS-2018-2020 call “Trusted digital solutions and Cybersecurity in Health and Care”. The lead is done by TU Munich, partners are the Philipps-University of Marburg, Medical University of…

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BBCC 2018

Dominik is member of the program commitee of the BBCC 2018 in Naples. BBCC is an annual conference series started in 2006, as the regional meeting for the bioinformatics community working in Campania, Italy. During the years, many editions were joined with tutorials and courses activities, or international workshops, thus hosting also researchers from other…

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New project will be funded!

Our project MOSLA will be funded by the Hessian Ministry for Science and the Arts from 2019 until 2022. Please find here the German press release. How can we store digital information for long time periods without loosing data in the future? In the research project MOSLA, the University of Marburg, University of Giessen, and…

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New publication!

Our new article has been accepted in Machine Learning and Knowledge Extraction: Armano G, Giuliani A, Neumann U, Rothe N, Heider D: Phi-Delta-Diagrams: Software Implementation of a Visual Tool for Assessing Classifier and Feature Performance. Mach. Learn. Knowl. Extr. 2018, 1(1):7 (Link) Abstract In this article, a two-tiered 2D tool is described, called phi-delta diagrams, and…

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Talks at the ECDA

Ulla’s and Johanna’s abstracts have been accepted at the ECDA 2018 and they will give talks on Ensemble Feature Selection for Regression Problems and On the projection of machine learning scores to well-calibrated probability estimates respectively.

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