Zobrazeno 1 - 10
of 7 540
pro vyhledávání: '"Gok, A."'
Autor:
Singh, Prabhant, Gijsbers, Pieter, Yildirim, Murat Onur, Gok, Elif Ceren, Vanschoren, Joaquin
We propose an AutoML system that enables model selection on clustering problems by leveraging optimal transport-based dataset similarity. Our objective is to establish a comprehensive AutoML pipeline for clustering problems and provide recommendation
Externí odkaz:
http://arxiv.org/abs/2407.11286
Autor:
Yildirim, Murat Onur, Yildirim, Elif Ceren Gok, Mocanu, Decebal Constantin, Vanschoren, Joaquin
Class incremental learning (CIL) in an online continual learning setting strives to acquire knowledge on a series of novel classes from a data stream, using each data point only once for training. This is more realistic compared to offline modes, whe
Externí odkaz:
http://arxiv.org/abs/2403.14684
Publikováno v:
Interdisciplinary Conference on Mechanics, Computers and Electrics, 27-28 Nov. 2021, Ankara
Different methods are used for a mobile robot to go to a specific target location. These methods work in different ways for online and offline scenarios. In the offline scenario, an environment map is created once, and fixed path planning is made on
Externí odkaz:
http://arxiv.org/abs/2403.12463
Autor:
Yildirim, Murat Onur, Yildirim, Elif Ceren Gok, Sokar, Ghada, Mocanu, Decebal Constantin, Vanschoren, Joaquin
Continual learning (CL) refers to the ability of an intelligent system to sequentially acquire and retain knowledge from a stream of data with as little computational overhead as possible. To this end; regularization, replay, architecture, and parame
Externí odkaz:
http://arxiv.org/abs/2308.14831
Autor:
Berna Ates, Tolga Eroglu, Seray Sahsuvar, Ceyhun Ekrem Kirimli, Ozgur Kocaturk, Sahin Senay, Ozgul Gok
Publikováno v:
ACS Omega, Vol 9, Iss 41, Pp 42103-42115 (2024)
Externí odkaz:
https://doaj.org/article/5b1ad4aa82dc48719159bd7b8ae708a1
Class-Incremental Learning aims to update a deep classifier to learn new categories while maintaining or improving its accuracy on previously observed classes. Common methods to prevent forgetting previously learned classes include regularizing the n
Externí odkaz:
http://arxiv.org/abs/2303.13113
Publikováno v:
BMC Oral Health, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Background The purpose of this study was to assess the effects of systemically given krill oil (KO) on the development of new bone formation in the sutura palatina media following rapid maxillary expansion (RME). Methods 28 4–5 week-old ma
Externí odkaz:
https://doaj.org/article/415fc0b4e3834ca1b3d7791b83ebe7f2
Autor:
Sebahat Gok, Robert L. Goldstone
Publikováno v:
Cognitive Research, Vol 9, Iss 1, Pp 1-29 (2024)
Abstract Interactive computer simulations are commonly used as pedagogical tools to support students’ statistical reasoning. This paper examines whether and how these simulations enable their intended effects. We begin by contrasting two theoretica
Externí odkaz:
https://doaj.org/article/18bc01214d7f466c82ef03b7657cdb06
Autor:
Kalfa, Mert, Yetim, Sadik Yagiz, Atalik, Arda, Gok, Mehmetcan, Ge, Yiqun, Li, Rong, Tong, Wen, Duman, Tolga Mete, Arikan, Orhan
Semantic signal processing and communications are poised to play a central part in developing the next generation of sensor devices and networks. A crucial component of a semantic system is the extraction of semantic signals from the raw input signal
Externí odkaz:
http://arxiv.org/abs/2211.05440
Publikováno v:
Archives of Endocrinology and Metabolism, Vol 68 (2024)
ABSTRACT Objective Thyroid hormones are known to affect the biosynthesis and degradation of antioxidant compounds, suggesting a possible link between hypothyroidism and oxidative stress. However, there is no clear consensus in the literature regardin
Externí odkaz:
https://doaj.org/article/bf52152ef9bd4760bccc082b548dc023