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pro vyhledávání: '"Taştan, 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
Autor:
Taştan, İrem, Ozdamar Ertekin, Zeynep
Publikováno v:
Qualitative Market Research: An International Journal, 2024, Vol. 27, Issue 5, pp. 724-749.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/QMR-05-2023-0059
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
Autor:
Harun Tolga Duran, Mehmet Kızılkaya, Aslı Aydinli, Sadık Osmantevfik, Serkan Taştan, Osman Özgür Kılınç, Yavuz Pirhan
Publikováno v:
BMC Anesthesiology, Vol 24, Iss 1, Pp 1-8 (2024)
Abstract Background Postoperative delirium is a common distressing symptom experienced following laparoscopic cholecystectomy. The study aimed to investigate the influence of a low preoperative Mini-Cog testing score and 2 different anesthesia method
Externí odkaz:
https://doaj.org/article/0e315ce70f484bafa9739e0775515918
Autor:
Gürkan, Ahsen Taştan1 ahsen.tastan@omu.edu.tr, Özdelikara, Afitap1
Publikováno v:
Turkish Journal of Neurology / Turk Noroloji Dergisi. Sep2024, Vol. 30 Issue 3, p149-156. 8p.
Publikováno v:
Research in Sports Science, Vol 14, Iss 1, Pp 26-34 (2024)
Within the scope of this research, it was aimed to examine the peer bullying levels of secondary school students in regional schools, which can be classified as advantageous and disadvantaged. For this purpose, students’ peer bullying tendencies we
Externí odkaz:
https://doaj.org/article/07bc3610b1374e85ae5b4b369f44d4e0
Publikováno v:
Taiwanese Journal of Obstetrics & Gynecology, Vol 63, Iss 2, Pp 186-191 (2024)
Objective: To test the hypothesis that paracervical block with 0.5 % bupivacaine decreases postoperative pain after total laparoscopic hysterectomy (TLH). Materials and method: This randomized double-blind placebo control trial included 152 women. We
Externí odkaz:
https://doaj.org/article/61b9f52c01734fbfb1571937ceb3403c