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pro vyhledávání: '"Dong, Chang"'
Recently, the issue of adversarial robustness in the time series domain has garnered significant attention. However, the available defense mechanisms remain limited, with adversarial training being the predominant approach, though it does not provide
Externí odkaz:
http://arxiv.org/abs/2409.02802
This study investigates the vulnerability of time series classification models to adversarial attacks, with a focus on how these models process local versus global information under such conditions. By leveraging the Normalized Auto Correlation Funct
Externí odkaz:
http://arxiv.org/abs/2408.11264
Kolmogorov-Arnold Networks (KAN) has recently attracted significant attention as a promising alternative to traditional Multi-Layer Perceptrons (MLP). Despite their theoretical appeal, KAN require validation on large-scale benchmark datasets. Time se
Externí odkaz:
http://arxiv.org/abs/2408.07314
Time series classification (TSC) has emerged as a critical task in various domains, and deep neural models have shown superior performance in TSC tasks. However, these models are vulnerable to adversarial attacks, where subtle perturbations can signi
Externí odkaz:
http://arxiv.org/abs/2309.02752
Autor:
Daniel Kage, Andrej Eirich, Kerstin Heinrich, Jenny Kirsch, Jan Popien, Alexander Wolf, Konrad v. Volkmann, Hyun-Dong Chang, Toralf Kaiser
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-11 (2024)
Abstract Flow cytometry is a key technology for the analysis and sorting of cells or particles at high throughput. Conventional and current flow cytometry is primarily based on fluorescent stains to detect the cells of interest. However, such stains
Externí odkaz:
https://doaj.org/article/0c9f71e28a344bf9a11b6857d98b2958
Publikováno v:
ACS Omega, Vol 9, Iss 32, Pp 34493-34506 (2024)
Externí odkaz:
https://doaj.org/article/d0326e874b2542db8c6969f35148be92
Publikováno v:
Frontiers in Cardiovascular Medicine, Vol 11 (2024)
We report an elderly male patient with frequent episodes of dizziness due to a complete atrioventricular block who underwent temporary pacemaker insertion in a local hospital. After the implantation of a permanent pacemaker and removal of the tempora
Externí odkaz:
https://doaj.org/article/186b703dcac74d50961fd63739d4de3e
Autor:
Jannike Lea Krause, Beatrice Engelmann, Stephanie Serena Schaepe, Ulrike Rolle-Kampczyk, Nico Jehmlich, Hyun-Dong Chang, Ulla Slanina, Maximillian Hoffman, Jörg Lehmann, Ana Claudia Zenclussen, Gunda Herberth, Martin von Bergen, Sven-Bastiaan Haange
Publikováno v:
Gut Microbes, Vol 16, Iss 1 (2024)
ABSTRACTThe prevalence of inflammatory bowel disease (IBD) is rising globally; however, its etiology is still not fully understood. Patient genetics, immune system, and intestinal microbiota are considered critical factors contributing to IBD. Precli
Externí odkaz:
https://doaj.org/article/795e9d5f47904a7995b67e356083f42f
Autor:
Hongfang Jia, Maolin Xia, Junying Li, Huayu Li, Dong Chang, Dingwei Yan, Miao Lai, Yuewei Wei, Pengfei Chang, Xiaopeng Yang, Xiaoming Ji
Publikováno v:
Plant Stress, Vol 12, Iss , Pp 100499- (2024)
Drought is an important abiotic stressor that adversely affects agricultural production, resulting in decreased crop yields and food insecurity. The objective of this study was to develop a novel hydrogel-based composite (S-B-AA) by incorporating bio
Externí odkaz:
https://doaj.org/article/0bd58d18b7c044e3aa06f08c38a6470d
Publikováno v:
In International Journal of Pharmaceutics 5 September 2024 662