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pro vyhledávání: '"Tastan, A"'
Statistical data heterogeneity is a significant barrier to convergence in federated learning (FL). While prior work has advanced heterogeneous FL through better optimization objectives, these methods fall short when there is extreme data heterogeneit
Externí odkaz:
http://arxiv.org/abs/2410.03042
Federated learning (FL) has emerged as a pivotal approach in machine learning, enabling multiple participants to collaboratively train a global model without sharing raw data. While FL finds applications in various domains such as healthcare and fina
Externí odkaz:
http://arxiv.org/abs/2406.00569
Unsupervised (US) video anomaly detection (VAD) in surveillance applications is gaining more popularity recently due to its practical real-world applications. As surveillance videos are privacy sensitive and the availability of large-scale video data
Externí odkaz:
http://arxiv.org/abs/2404.00847
The block diagonal structure of an affinity matrix is a commonly desired property in cluster analysis because it represents clusters of feature vectors by non-zero coefficients that are concentrated in blocks. However, recovering a block diagonal aff
Externí odkaz:
http://arxiv.org/abs/2312.01137
Detection of anomalous events in videos is an important problem in applications such as surveillance. Video anomaly detection (VAD) is well-studied in the one-class classification (OCC) and weakly supervised (WS) settings. However, fully unsupervised
Externí odkaz:
http://arxiv.org/abs/2310.17650
Publikováno v:
BMC Genomics, Vol 25, Iss 1, Pp 1-28 (2024)
Abstract Background The use of microsporidia as a disease-transmission-blocking tool has garnered significant attention. Microsporidia sp. MB, known for its ability to block malaria development in mosquitoes, is an optimal candidate for supplementing
Externí odkaz:
https://doaj.org/article/3c0bf200ed674cbc903be296623a2080
Publikováno v:
BMC Oral Health, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Aim Birth order, sibship size, breastfeeding, daycare attendance, and delivery method are known to influence the development of gut microbiota and the immune system, affecting the risk of many infectious diseases. This study aims to explore
Externí odkaz:
https://doaj.org/article/acee77d18bf14ef59b5c7aaaccd50295
Autor:
Ibrahim Cicek, Ahmet Mehmet Somuncu, Durdu Altuner, Bahadir Suleyman, Renad Mammadov, Seval Bulut, Taha Abdulkadir Coban, Tugba Bal Tastan, Halis Suleyman
Publikováno v:
International Journal of Ophthalmology, Vol 17, Iss 5, Pp 815-821 (2024)
AIM: To investigate the effect of lacidipine, thiamine pyrophosphate (TPP) and the combination of lacidipine and TPP against oxidative and inflammatory eye damage induced by bilateral common carotid artery ligation in rats. METHODS: Male albino Wista
Externí odkaz:
https://doaj.org/article/e1c048fb7a8945c7bdd423599b9ac652
Akademický článek
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Autor:
Fisayo Olotu, Mariscal Brice Tchatat Tali, Curtis Chepsiror, Olivier Sheik Amamuddy, Fabrice Fekam Boyom, Özlem Tastan Bishop
Publikováno v:
International Journal for Parasitology: Drugs and Drug Resistance, Vol 25, Iss , Pp 100548- (2024)
Plasmodium falciparum aminoacyl tRNA synthetases (PfaaRSs) are potent antimalarial targets essential for proteome fidelity and overall parasite survival in every stage of the parasite's life cycle. So far, some of these proteins have been singly targ
Externí odkaz:
https://doaj.org/article/36318cdfe07145e19f0578352fcff585