Zobrazeno 1 - 10
of 2 295
pro vyhledávání: '"Kumbasar A"'
Recent methods in quantile regression have adopted a classification perspective to handle challenges posed by heteroscedastic, multimodal, or skewed data by quantizing outputs into fixed bins. Although these regression-as-classification frameworks ca
Externí odkaz:
http://arxiv.org/abs/2411.01266
In this paper, we tackle the task of generating Prediction Intervals (PIs) in high-risk scenarios by proposing enhancements for learning Interval Type-2 (IT2) Fuzzy Logic Systems (FLSs) to address their learning challenges. In this context, we first
Externí odkaz:
http://arxiv.org/abs/2404.12802
General Type-2 (GT2) Fuzzy Logic Systems (FLSs) are perfect candidates to quantify uncertainty, which is crucial for informed decisions in high-risk tasks, as they are powerful tools in representing uncertainty. In this paper, we travel back in time
Externí odkaz:
http://arxiv.org/abs/2404.12800
Type-1 and Interval Type-2 (IT2) Fuzzy Logic Systems (FLS) excel in handling uncertainty alongside their parsimonious rule-based structure. Yet, in learning large-scale data challenges arise, such as the curse of dimensionality and training complexit
Externí odkaz:
http://arxiv.org/abs/2404.12792
Autor:
Kendir, Fatih, Kumbasar, Tufan
Publikováno v:
In Expert Systems With Applications 1 September 2024 249 Part B
Publikováno v:
In Biomedical Signal Processing and Control February 2025 100 Part A
Autor:
Serhat Erol, Aslıhan Gürün Kaya, Özlem Işık, Fatma Çiftçi, Güle Çınar, Çağlar Uzun, Alpay Azap, Aydın Çiledağ, Akın Kaya, Özlem Özdemir Kumbasar
Publikováno v:
Thoracic Research and Practice, Vol 25, Iss 1, Pp 26-34 (2024)
OBJECTIVE: Coronavirus disease 2019 (COVID-19) can cause hypoxic respiratory failure; long-term oxygen therapy (LTOT) duration is unknown. MATERIAL AND METHODS: The aim was to investigate which patients would need LTOT after COVID-19 pneumonia. Th
Externí odkaz:
https://doaj.org/article/27246cf3f8464c0f85158dcb0e5d99c0
Autor:
F. Hashemzadeh, T. Kumbasar
Publikováno v:
Drone Systems and Applications, Vol 12, Iss , Pp 1-16 (2024)
In this paper, we present a novel formation control approach in the framework of event-triggered (ET) control to provide a solution to the surveillance problem. To do this, we identify two main challenges which are the switching topology of the drone
Externí odkaz:
https://doaj.org/article/680e1ae1e49740c2aa91ca2808c53bfd
Autor:
Esra Zerdali, Bilgül Mete, Özlem Altuntaş Aydın, Alper Gündüz, İnci Yılmaz Nakir, Sibel Bolukçu, Hayat Kumbasar Karaosmanoğlu, Dilek Yıldız Sevgi, Meliha Meriç Koç, Fehmi Tabak
Publikováno v:
Balkan Medical Journal, Vol 40, Iss 5, Pp 367-372 (2023)
Background: Human immunodeficiency virus (HIV) is still a challenge for children. About 15 to 45% of the HIV positive pregnant women can transmit the virus to their children during pregnancy, delivery and/or breastfeeding. The risk of transmission ca
Externí odkaz:
https://doaj.org/article/37c0312d0e5d4caca6226e951d374bc2
Publikováno v:
In Neurocomputing 7 February 2024 569