Zobrazeno 1 - 10
of 2 631
pro vyhledávání: '"Gijsbers, A."'
Autor:
Singh, Prabhant, Gijsbers, Pieter, Yildirim, Murat Onur, Gok, Elif Ceren, Vanschoren, Joaquin
We propose an AutoML system that enables model selection on clustering problems by leveraging optimal transport-based dataset similarity. Our objective is to establish a comprehensive AutoML pipeline for clustering problems and provide recommendation
Externí odkaz:
http://arxiv.org/abs/2407.11286
Autor:
Akhtar, Mubashara, Benjelloun, Omar, Conforti, Costanza, Gijsbers, Pieter, Giner-Miguelez, Joan, Jain, Nitisha, Kuchnik, Michael, Lhoest, Quentin, Marcenac, Pierre, Maskey, Manil, Mattson, Peter, Oala, Luis, Ruyssen, Pierre, Shinde, Rajat, Simperl, Elena, Thomas, Goeffry, Tykhonov, Slava, Vanschoren, Joaquin, van der Velde, Jos, Vogler, Steffen, Wu, Carole-Jean
Data is a critical resource for Machine Learning (ML), yet working with data remains a key friction point. This paper introduces Croissant, a metadata format for datasets that simplifies how data is used by ML tools and frameworks. Croissant makes da
Externí odkaz:
http://arxiv.org/abs/2403.19546
Autor:
Yunus Kuijpers, Joanna Kaczorowska, H. Susan J. Picavet, Mary-lène de Zeeuw-Brouwer, Marjan Kuijer, Irene Slits, Esther Gijsbers, Ryanne Rutkens, Lia de Rond, W. M. Monique Verschuren, Anne-Marie Buisman
Publikováno v:
Immunity & Ageing, Vol 21, Iss 1, Pp 1-12 (2024)
Abstract Background Older persons elicit heterogeneous antibody responses to vaccinations that generally are lower than those in younger, healthier individuals. As older age and certain comorbidities can influence these responses we aimed to identify
Externí odkaz:
https://doaj.org/article/41635c1d71af49fd845ad862c9c29ced
Autor:
Gijsbers, Pieter, Bueno, Marcos L. P., Coors, Stefan, LeDell, Erin, Poirier, Sébastien, Thomas, Janek, Bischl, Bernd, Vanschoren, Joaquin
Comparing different AutoML frameworks is notoriously challenging and often done incorrectly. We introduce an open and extensible benchmark that follows best practices and avoids common mistakes when comparing AutoML frameworks. We conduct a thorough
Externí odkaz:
http://arxiv.org/abs/2207.12560
Autor:
Anneloek Rauwerdink, Pier Spinazze, Harm Gijsbers, Juul Molendijk, Sandra Zwolsman, Marlies P Schijven, Niels H Chavannes, Marise J Kasteleyn
Publikováno v:
Journal of Medical Internet Research, Vol 26, p e50251 (2024)
BackgroundProfound scientific evaluation of novel digital health technologies (DHTs) is key to enhance successful development and implementation. As such, we previously developed the eHealth evaluation cycle. The eHealth evaluation cycle contains 5 c
Externí odkaz:
https://doaj.org/article/7009752018644322bb72dadcac2f52ee
Autor:
Oren Tzfadia, Abril Gijsbers, Alexandra Vujkovic, Jihad Snobre, Roger Vargas, Klaas Dewaele, Conor J. Meehan, Maha Farhat, Sneha Hakke, Peter J. Peters, Bouke C. de Jong, Axel Siroy, Raimond B. G. Ravelli
Publikováno v:
Microbiology Spectrum, Vol 12, Iss 8 (2024)
ABSTRACT Proteins encoded by the ESX-1 genes of interest are essential for full virulence in all Mycobacterium tuberculosis complex (Mtbc) lineages, the pathogens causing the highest mortality worldwide. Identifying critical regions in these ESX-1-re
Externí odkaz:
https://doaj.org/article/4bf15e6bd66b40e1ba26def65cc251f8
Publikováno v:
Buildings, Vol 14, Iss 10, p 3199 (2024)
Loneliness among young adults is a growing concern worldwide, posing serious health risks. While the human ecological framework explains how various factors such as socio-demographic, social, and built environment characteristics can affect this feel
Externí odkaz:
https://doaj.org/article/e6b5bad7e97e40d18f61436914dfa12f
Autor:
Gong, Ying, Germeraad, Wilfred T.V., Zhang, Xulin, Wu, Nisha, Li, Bo, Janssen, Lynn, He, Zongzhong, Gijbels, Marion J.J., Wu, Bodeng, Gijsbers, Birgit L.M.G., Olieslagers, Timo I., Bos, Gerard M.J., Zheng, Lei, Klein Wolterink, Roel G.J.
Publikováno v:
In Molecular Therapy 7 August 2024 32(8):2711-2727
Autor:
Tavabi, A. H., Rosi, P., Ravelli, R. B. G., Gijsbers, A., Rotunno, E., Guner, T., Zhang, Y., Rocaglia, A., Belsito, L., Pozzi, G., Tibeau, D., Gazzadi, G., Ghosh, M., Frabboni, S., Peters, P. J., Karimi, E., Tiemeijer, P., Dunin-Borkowski, R. E., Grillo, V.
In quantum mechanics, each conserved quantity (e.g., energy, position, linear momentum and angular momentum) is associated with a Hermitian operator. Its expected value can then be determined by performing a measurement on the wavefunction. In modern
Externí odkaz:
http://arxiv.org/abs/2110.03391
Autor:
Tjessa Bondue, Sante Princiero Berlingerio, Florian Siegerist, Elena Sendino-Garví, Maximilian Schindler, Hans Jacobus Baelde, Sara Cairoli, Bianca Maria Goffredo, Fanny Oliveira Arcolino, Jürgen Dieker, Manoe Jacoba Janssen, Nicole Endlich, Roland Brock, Rik Gijsbers, Lambertus van den Heuvel, Elena Levtchenko
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-14 (2023)
Abstract Messenger RNA (mRNA) therapies are emerging in different disease areas, but have not yet reached the kidney field. Our aim was to study the feasibility to treat the genetic defect in cystinosis using synthetic mRNA in cell models and ctns
Externí odkaz:
https://doaj.org/article/e4841b6ebf164c40bbddf71bdbfa5308