Zobrazeno 1 - 10
of 4 503
pro vyhledávání: '"NOVELTY DETECTION"'
Publikováno v:
BMC Bioinformatics, Vol 25, Iss 1, Pp 1-18 (2024)
Abstract Background Graphical representations are useful to model complex data in general and biological interactions in particular. Our main motivation is the comparison of metabolic networks in the wider context of developing noninvasive accurate d
Externí odkaz:
https://doaj.org/article/36b5f1d4faee491c9b4c96463c1595b6
Autor:
Aaron Boussina, Lennart Langouche, Augustine C. Obirieze, Mridu Sinha, Hannah Mack, William Leineweber, April Aralar, David T. Pride, Todd P. Coleman, Stephanie I. Fraley
Publikováno v:
BMC Bioinformatics, Vol 25, Iss 1, Pp 1-13 (2024)
Abstract Surveillance for genetic variation of microbial pathogens, both within and among species, plays an important role in informing research, diagnostic, prevention, and treatment activities for disease control. However, large-scale systematic sc
Externí odkaz:
https://doaj.org/article/eb1d0820ec3b437381ca816a07969730
Publikováno v:
IEEE Access, Vol 12, Pp 165068-165080 (2024)
In the dynamic and competitive telecommunications industry, effective risk management is critical. Traditional methods are often manual and labor-intensive, prone to inaccuracies and inefficiencies. This paper addresses these challenges by integratin
Externí odkaz:
https://doaj.org/article/75e90077a142444f9c01e1b692b440e0
Publikováno v:
IEEE Access, Vol 12, Pp 135352-135361 (2024)
Shifting deep learning models from lab environments to real-world settings entails preparing them to handle unforeseen conditions, including the chance of encountering novel objects from classes that were not included in their training data. Such occ
Externí odkaz:
https://doaj.org/article/e76c9c6d57af4e0cb787c1f7fe17279f
Publikováno v:
IEEE Access, Vol 12, Pp 79401-79414 (2024)
The rise of foundation models is pushing Computer Vision research towards a paradigm shift, in the wake of what already happened in the Natural Language Processing field. These models, trained at scale on huge data collections, provide high-quality r
Externí odkaz:
https://doaj.org/article/83866d6e234e432a823f2001dc381a3a
Autor:
Hongqin Yang, Jiangbing Mao, Qinyong Ye, Magda Bucholc, Shuo Liu, Wenzhao Gao, Jie Pan, Jiawei Xin, Xuemei Ding
Publikováno v:
Frontiers in Aging Neuroscience, Vol 16 (2024)
IntroductionNovelty detection (ND, also known as one-class classification) is a machine learning technique used to identify patterns that are typical of the majority class and can discriminate deviations as novelties. In the context of Alzheimer's di
Externí odkaz:
https://doaj.org/article/bee5768d1eba49b080b7e2271317ac79
Publikováno v:
Sensors, Vol 24, Iss 16, p 5193 (2024)
As the number of European Union (EU) visitors grows, implementing novel border control solutions, such as mobile devices for passenger identification for land and sea border control, becomes paramount to ensure the convenience and safety of passenger
Externí odkaz:
https://doaj.org/article/87765cdfaf694e58b1ff50b52651dfb0
Publikováno v:
Sensors, Vol 24, Iss 15, p 4881 (2024)
The wide-ranging applications of the Internet of Things (IoT) show that it has the potential to revolutionise industry, improve daily life, and overcome global challenges. This study aims to evaluate the performance scalability of mature industrial w
Externí odkaz:
https://doaj.org/article/af38f2085d0348a0b6a91a411cbb6cd7
Publikováno v:
Machine Learning and Knowledge Extraction, Vol 5, Iss 3, Pp 782-802 (2023)
The scores of distance-based outlier detection methods are difficult to interpret, and it is challenging to determine a suitable cut-off threshold between normal and outlier data points without additional context. We describe a generic transformation
Externí odkaz:
https://doaj.org/article/36915b2ee9c94e87bd39196a32b590b3
Publikováno v:
Energy and AI, Vol 15, Iss , Pp 100324- (2024)
The building sector significantly contributes to climate change. To improve its carbon footprint, applications like model predictive control and predictive maintenance rely on system models. However, the high modeling effort hinders practical applica
Externí odkaz:
https://doaj.org/article/123b5d9911494d208cb6d6b251b290cd