Zobrazeno 1 - 10
of 1 668
pro vyhledávání: '"Kümpel, A."'
Autor:
Schulz-Kümpel, Hannah, Fischer, Sebastian, Nagler, Thomas, Boulesteix, Anne-Laure, Bischl, Bernd, Hornung, Roman
When assessing the quality of prediction models in machine learning, confidence intervals (CIs) for the generalization error, which measures predictive performance, are a crucial tool. Luckily, there exist many methods for computing such CIs and new
Externí odkaz:
http://arxiv.org/abs/2409.18836
Publikováno v:
ICML 2024 ELLIS Workshop on Geometry-grounded Representation Learning and Generative Modeling
We propose GLAudio: Graph Learning on Audio representation of the node features and the connectivity structure. This novel architecture propagates the node features through the graph network according to the discrete wave equation and then employs a
Externí odkaz:
http://arxiv.org/abs/2407.14387
Autor:
Niedźwiecki, Arthur, Jongebloed, Sascha, Zhan, Yanxiang, Kümpel, Michaela, Syrbe, Jörn, Beetz, Michael
The paper presents a novel cloud-based digital twin learning platform for teaching and training concepts of cognitive robotics. Instead of forcing interested learners or students to install a new operating system and bulky, fragile software onto thei
Externí odkaz:
http://arxiv.org/abs/2404.12909
Autor:
Felix Holzinger, Lisa Kümpel, Rebecca Resendiz Cantu, Anja Alberter, Martin Möckel, Christoph Heintze
Publikováno v:
BMC Emergency Medicine, Vol 24, Iss 1, Pp 1-10 (2024)
Abstract Background Utilization by low acuity patients contributes to emergency department (ED) crowding. Both knowledge deficits about adequate care levels and access barriers in primary care are important promoters of such presentations. Concurrent
Externí odkaz:
https://doaj.org/article/338a7fb2695a4ba6b7dcfb064f83592d
Autor:
Elisa Heim, Phillip Stoffel, Stephan Düber, Dominique Knapp, Alexander Kümpel, Dirk Müller, Norbert Klitzsch
Publikováno v:
Geothermal Energy, Vol 12, Iss 1, Pp 1-24 (2024)
Abstract Model predictive control (MPC) is a promising approach for optimizing the performance of borehole heat exchangers (BHEs) in ground-source heat pump systems. The central element of MPC is the forward model that predicts the thermal dynamics i
Externí odkaz:
https://doaj.org/article/98f7977e6e484b6095cc9946c1d821ec
The development of current building energy system operation has benefited from: 1. Informational support from the optimal design through simulation or first-principles models; 2. System load and energy prediction through machine learning (ML). Throug
Externí odkaz:
http://arxiv.org/abs/2302.10179
Publikováno v:
Social Media + Society, Vol 10 (2024)
Despite extensive research on what causes social media users to recognize hate speech and what motivates their reactions to it, little is known about a crucial intermediate step that leads to users’ engagement or non-engagement with hate speech onl
Externí odkaz:
https://doaj.org/article/f4da4f1cdb3244518ef8e29125834a4b
Autor:
Kümpel, Hannah, Hoffmann, Sabine
Effect size measures and visualization techniques aimed at maximizing the interpretability and comparability of results from statistical models have long been of great importance and are recently again receiving increased attention in the literature.
Externí odkaz:
http://arxiv.org/abs/2211.02621
Autor:
Lisa Kümpel, Sarah Oslislo, Rebecca Resendiz Cantu, Martin Möckel, Christoph Heintze, Felix Holzinger
Publikováno v:
BMC Health Services Research, Vol 24, Iss 1, Pp 1-10 (2024)
Abstract Background Emergency departments (ED) worldwide have to cope with rising patient numbers. Low-acuity consulters who could receive a more suitable treatment in primary care (PC) increase caseloads, and lack of PC attachment has been discussed
Externí odkaz:
https://doaj.org/article/d9391f4f90ed4f94ad7e395bc2cc3c8c
Autor:
Vanuza Burille, Daiana Argenta Kümpel
Publikováno v:
Rasbran, Vol 15 (2024)
Objetivo: Caracterizar o estado nutricional em idosos hospitalizados com demência na literatura internacional e nacional. Método: Foi realizada uma revisão integrativa de artigos originais com os seguintes descritores: “Aged”, “Nutritional s
Externí odkaz:
https://doaj.org/article/4b20ca7725b6494cae1f41c376968006