Zobrazeno 1 - 10
of 233
pro vyhledávání: '"Hallez, hans"'
This paper presents an innovative approach, called credal wrapper, to formulating a credal set representation of model averaging for Bayesian neural networks (BNNs) and deep ensembles, capable of improving uncertainty estimation in classification tas
Externí odkaz:
http://arxiv.org/abs/2405.15047
The use of Bluetooth Low Energy in low-range Internet of Things systems is growing exponentially. Similar to other wireless communication protocols, throughput and reliability are two key performance metrics in Bluetooth Low Energy communications. Ho
Externí odkaz:
http://arxiv.org/abs/2405.01231
Autor:
Wang, Kaizheng, Shariatmadar, Keivan, Manchingal, Shireen Kudukkil, Cuzzolin, Fabio, Moens, David, Hallez, Hans
Uncertainty estimation is increasingly attractive for improving the reliability of neural networks. In this work, we present novel credal-set interval neural networks (CreINNs) designed for classification tasks. CreINNs preserve the traditional inter
Externí odkaz:
http://arxiv.org/abs/2401.05043
Autor:
Wang, Chunzhuo, Kumar, T. Sunil, De Raedt, Walter, Camps, Guido, Hallez, Hans, Vanrumste, Bart
Publikováno v:
IEEE Journal of Biomedical and Health Informatics, vol. 28, no. 10, pp. 5816-5828, Oct. 2024
Eating speed is an important indicator that has been widely investigated in nutritional studies. The relationship between eating speed and several intake-related problems such as obesity, diabetes, and oral health has received increased attention fro
Externí odkaz:
http://arxiv.org/abs/2401.05376
Optimization equips engineers and scientists in a variety of fields with the ability to transcribe their problems into a generic formulation and receive optimal solutions with relative ease. Industries ranging from aerospace to robotics continue to b
Externí odkaz:
http://arxiv.org/abs/2212.00862
Autor:
Wang, Chunzhuo, Kumar, T. Sunil, De Raedt, Walter, Camps, Guido, Hallez, Hans, Vanrumste, Bart
Unhealthy dietary habits are considered as the primary cause of various chronic diseases, including obesity and diabetes. The automatic food intake monitoring system has the potential to improve the quality of life (QoL) of people with diet-related d
Externí odkaz:
http://arxiv.org/abs/2211.04253
Publikováno v:
In Measurement 1 February 2025 241
Publikováno v:
In European Polymer Journal 25 March 2024 208
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