Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Pablo del Moral"'
Publikováno v:
IEEE Access, Vol 10, Pp 80448-80462 (2022)
In classification problems, as the number of classes increases, correctly classifying a new instance into one of them is assumed to be more challenging than making the same decision in the presence of fewer classes. The essence of the problem is that
Externí odkaz:
https://doaj.org/article/2dcc9192e6a04bbb9ab8b167f8525779
Publikováno v:
PHM Society European Conference. 7:110-117
One of the main challenges for predictive maintenance in real applications is the quality of the data, especially the labels. In this paper, we propose a methodology to filter out the misleading labels that harm the performance of Machine Learning mo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b82c6c666f47b98c467dbb4505bd6a26
https://doi.org/10.36001/phme.2022.v7i1.3360
https://doi.org/10.36001/phme.2022.v7i1.3360
Publikováno v:
Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine. 233:279-292
Underactuation is widely used when designing anthropomorphic hand, which involves fewer degrees of actuation than degrees of freedom. However, the similarities between coordinated joint movements and movement variances across different grasp tasks ha
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::054a8a604dc60aa5b36f315cb96e9766
https://doi.org/10.1177/0954411918819114
https://doi.org/10.1177/0954411918819114
This paper formulates the problem of predictive maintenance for complex systems as a hierarchical multi-class classification task. This formulation is useful for equipment with multiple sub-systems and components performing heterogeneous tasks. Often
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c8417b79a3e86bed46dee0b2f7ee6e6e
http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-46343
http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-46343
Using hierarchies of classes is one of the standard methods to solve multi-class classification problems. In the literature, selecting the right hierarchy is considered to play a key role in improving classification performance. Although different me
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3e9ab7bb9f3d7d23c4293eb3e71662e2
Autor:
Mahmoud Rahat, Peyman Sheikholharam Mashhadi, Thorsteinn Rögnvaldsson, Mohammed Ghaith Altarabichi, Yuantao Fan, Sepideh Pashami, Sławomir Nowaczyk, Pablo del Moral
Publikováno v:
Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d9ac72c735bea3483083959b5cb15228
https://doi.org/10.3850/978-981-14-8593-0_5555-cd
https://doi.org/10.3850/978-981-14-8593-0_5555-cd