Zobrazeno 1 - 10
of 195
pro vyhledávání: '"Brinkrolf, P."'
Autor:
Vaquet, Valerie, Hinder, Fabian, Artelt, André, Ashraf, Inaam, Strotherm, Janine, Vaquet, Jonas, Brinkrolf, Johannes, Hammer, Barbara
Research on methods for planning and controlling water distribution networks gains increasing relevance as the availability of drinking water will decrease as a consequence of climate change. So far, the majority of approaches is based on hydraulics
Externí odkaz:
http://arxiv.org/abs/2410.12461
Autor:
Störck, Felix, Hinder, Fabian, Brinkrolf, Johannes, Paassen, Benjamin, Vaquet, Valerie, Hammer, Barbara
Fairness is an important objective throughout society. From the distribution of limited goods such as education, over hiring and payment, to taxes, legislation, and jurisprudence. Due to the increasing importance of machine learning approaches in all
Externí odkaz:
http://arxiv.org/abs/2410.12452
The notion of concept drift refers to the phenomenon that the distribution generating the observed data changes over time. If drift is present, machine learning models can become inaccurate and need adjustment. While there do exist methods to detect
Externí odkaz:
http://arxiv.org/abs/2303.09331
Learning from non-stationary data streams is a research direction that gains increasing interest as more data in form of streams becomes available, for example from social media, smartphones, or industrial process monitoring. Most approaches assume t
Externí odkaz:
http://arxiv.org/abs/2302.04141
Autor:
Alessa Ruf, Hannah Thieron, Sabrine Nasfi, Bernhard Lederer, Sebastian Fricke, Trusha Adeshara, Johannes Postma, Patrick Blumenkamp, Seomun Kwon, Karina Brinkrolf, Michael Feldbrügge, Alexander Goesmann, Julia Kehr, Jens Steinbrenner, Ena Šečić, Vera Göhre, Arne Weiberg, Karl‐Heinz Kogel, Ralph Panstruga, Silke Robatzek, the exRNA consortium
Publikováno v:
Plant Direct, Vol 8, Iss 11, Pp n/a-n/a (2024)
Abstract RNA interference (RNAi) is a crucial mechanism in immunity against infectious microbes through the action of DICER‐LIKE (DCL) and ARGONAUTE (AGO) proteins. In the case of the taxonomically diverse fungal pathogen Botrytis cinerea and the o
Externí odkaz:
https://doaj.org/article/b70677e553aa4ab19be02a666bc7a461
The notion of concept drift refers to the phenomenon that the distribution generating the observed data changes over time. If drift is present, machine learning models may become inaccurate and need adjustment. Many technologies for learning with dri
Externí odkaz:
http://arxiv.org/abs/2212.01223
Autor:
Patrick Blumenkamp, Max Pfister, Sonja Diedrich, Karina Brinkrolf, Sebastian Jaenicke, Alexander Goesmann
Publikováno v:
BMC Bioinformatics, Vol 25, Iss 1, Pp 1-12 (2024)
Abstract Even though high-throughput transcriptome sequencing is routinely performed in many laboratories, computational analysis of such data remains a cumbersome process often executed manually, hence error-prone and lacking reproducibility. For co
Externí odkaz:
https://doaj.org/article/6845d99449ba46d7820b1276f8d5e698
While machine learning models are usually assumed to always output a prediction, there also exist extensions in the form of reject options which allow the model to reject inputs where only a prediction with an unacceptably low certainty would be poss
Externí odkaz:
http://arxiv.org/abs/2202.07244
Autor:
Artelt, André, Vaquet, Valerie, Velioglu, Riza, Hinder, Fabian, Brinkrolf, Johannes, Schilling, Malte, Hammer, Barbara
Transparency is a fundamental requirement for decision making systems when these should be deployed in the real world. It is usually achieved by providing explanations of the system's behavior. A prominent and intuitive type of explanations are count
Externí odkaz:
http://arxiv.org/abs/2103.02354
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