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pro vyhledávání: '"Luyten, P"'
The predominant de facto paradigm of testing ML models relies on either using only held-out data to compute aggregate evaluation metrics or by assessing the performance on different subgroups. However, such data-only testing methods operate under the
Externí odkaz:
http://arxiv.org/abs/2410.24005
Diffusion models are mainly studied on image data. However, non-image data (e.g., tabular data) are also prevalent in real applications and tend to be noisy due to some inevitable factors in the stage of data collection, degrading the generation qual
Externí odkaz:
http://arxiv.org/abs/2402.02081
Publikováno v:
European Journal of Engineering Education, 19 December 2023, page 1-18
Creativity is a critical skill that professional software engineers leverage to tackle difficult problems. In higher education, multiple efforts have been made to spark creative skills of engineering students. However, creativity is a vague concept t
Externí odkaz:
http://arxiv.org/abs/2312.12014
Autor:
Vandenberk, Thijs, Lanssens, Dorien, Storms, Valerie, Thijs, Inge M, Bamelis, Lotte, Grieten, Lars, Gyselaers, Wilfried, Tang, Eileen, Luyten, Patrick
Publikováno v:
JMIR mHealth and uHealth, Vol 7, Iss 8, p e12574 (2019)
BackgroundPregnancy-induced hypertension (PIH) is associated with high levels of morbidity and mortality in mothers, fetuses, and newborns. New technologies, such as remote monitoring (RM), were introduced in 2015 into the care of patients at risk of
Externí odkaz:
https://doaj.org/article/df31bd78926c4e15b07cf0d98643c4d0
Transformer-based large language models (LLMs) are constrained by the fixed context window of the underlying transformer architecture, hindering their ability to produce long and coherent outputs. Memory-augmented LLMs are a promising solution, but c
Externí odkaz:
http://arxiv.org/abs/2310.02003
Autor:
Lydia Pool, Claire Ruiz del Portal Luyten, Rob W. van der Pluijm, Patrick Soentjens, Thomas Hanscheid, Martin P. Grobusch, Benjamin J. Visser
Publikováno v:
Malaria Journal, Vol 23, Iss 1, Pp 1-12 (2024)
Abstract Background Dissemination and outcome reporting biases are a significant problem in clinical research, with far-reaching implications for both scientific understanding and clinical decision-making. This study investigates the prevalence of di
Externí odkaz:
https://doaj.org/article/b5bcdc08998049f1951d8d2c5e81b09c
Autor:
Steven Simoens, Sandy Tubeuf, Nicolas Dauby, Olivier Ethgen, Sophie Marbaix, Marjan Willaert, Jeroen Luyten
Publikováno v:
Expert Review of Vaccines, Vol 23, Iss 1, Pp 779-788 (2024)
Background As the societal value of vaccines is increasingly recognized, there is a need to examine methodological approaches that could be used to integrate these various benefits in the economic evaluation of a vaccine.Research design and methods A
Externí odkaz:
https://doaj.org/article/c9fe6e49ea2f4020a02eecd9f8d0d35b
Autor:
Sophie L. K. W. Roelants, Stijn Bovijn, Elvira Bytyqi, Nicolas de Fooz, Goedele Luyten, Martijn Castelein, Thibo Van de Craen, Zhoujian Diao, Karolien Maes, Tom Delmulle, Maarten De Mol, Sofie L. De Maeseneire, Bart Devreese, Wim K. Soetaert
Publikováno v:
Biotechnology for Biofuels and Bioproducts, Vol 17, Iss 1, Pp 1-11 (2024)
Abstract Background The yeast Starmerella bombicola is renowned for its highly efficient sophorolipid production, reaching titers and productivities of (over) 200 g/L and 2 g/(L h), respectively. This inherent efficiency has led to the commercializat
Externí odkaz:
https://doaj.org/article/fa09f4012050464d9002b797b56be560
Autor:
Rudy Gadet, Lea Jabbour, Trang Thi Minh Nguyen, Olivier Lohez, Ivan Mikaelian, Philippe Gonzalo, Tomas Luyten, Mounira Chalabi-Dchar, Anne Wierinckx, Olivier Marcillat, Geert Bultynck, Ruth Rimokh, Nikolay Popgeorgiev, Germain Gillet
Publikováno v:
Cell Death Discovery, Vol 10, Iss 1, Pp 1-11 (2024)
Abstract Apoptosis plays a role in cell homeostasis in both normal development and disease. Bcl-xL, a member of the Bcl-2 family of proteins, regulates the intrinsic mitochondrial pathway of apoptosis. It is overexpressed in several cancers. Bcl-xL h
Externí odkaz:
https://doaj.org/article/34c348a12fb44ef2916bea077f155ce7
Autor:
Zhoujian Diao, Sophie L. K. W. Roelants, Goedele Luyten, Jan Goeman, Isabel Vandenberghe, Gonzalez Van Driessche, Sofie L. De Maeseneire, Wim K. Soetaert, Bart Devreese
Publikováno v:
Biotechnology for Biofuels and Bioproducts, Vol 17, Iss 1, Pp 1-12 (2024)
Abstract Background Sophorolipids (SLs) are a class of natural, biodegradable surfactants that found their way as ingredients for environment friendly cleaning products, cosmetics and nanotechnological applications. Large-scale production relies on f
Externí odkaz:
https://doaj.org/article/b280b912ccb24b6ea8d34532c21b3af2