Zobrazeno 1 - 10
of 2 606
pro vyhledávání: '"A. Gijsbers"'
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:
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
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:
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:
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
Autor:
Yunus Kuijpers, H. Susan J. Picavet, Lia de Rond, Mary-lène de Zeeuw-Brouwer, Ryanne Rutkens, Esther Gijsbers, Irene Slits, Peter Engelfriet, Anne-Marie Buisman, W. M. Monique Verschuren
Publikováno v:
Immunity & Ageing, Vol 20, Iss 1, Pp 1-11 (2023)
Abstract Background Immune responses to vaccination vary widely between individuals. The aim of this study was to identify health-related variables potentially underlying the antibody responses to SARS-CoV-2 vaccination in older persons. We recruited
Externí odkaz:
https://doaj.org/article/bf89fca5391c469584aad6546749700f
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:
Bulcaen, Mattijs, Kortleven, Phéline, Liu, Ronald B., Maule, Giulia, Dreano, Elise, Kelly, Mairead, Ensinck, Marjolein M., Thierie, Sam, Smits, Maxime, Ciciani, Matteo, Hatton, Aurelie, Chevalier, Benoit, Ramalho, Anabela S., Casadevall i Solvas, Xavier, Debyser, Zeger, Vermeulen, François, Gijsbers, Rik, Sermet-Gaudelus, Isabelle, Cereseto, Anna, Carlon, Marianne S.
Publikováno v:
In Cell Reports Medicine 21 May 2024 5(5)