Zobrazeno 1 - 10
of 139 132
pro vyhledávání: '"Cross Entropy"'
Autor:
Burdett, Ryan1 (AUTHOR) ryan.burdett@flinders.edu.au, Haythorpe, Michael1 (AUTHOR) michael.haythorpe@flinders.edu.au, Newcombe, Alex1 (AUTHOR)
Publikováno v:
Entropy. Oct2024, Vol. 26 Issue 10, p844. 16p.
Autor:
Mengjun Wu1 wumengjun@gznc.edu.cn, Yonghui Feng2 Yhms999@163.com
Publikováno v:
Neutrosophic Sets & Systems. 2025, Vol. 76, p464-484. 21p.
Autor:
Shim, Jae Wan1,2,3 (AUTHOR) jae-wan.shim@kist.re.kr
Publikováno v:
Scientific Reports. 11/9/2024, p1-6. 6p.
Autor:
Jia, Xiaoying1 (AUTHOR) xyjia1107@163.com
Publikováno v:
Journal of Intelligent & Fuzzy Systems. 2024, Vol. 46 Issue 1, p1275-1286. 12p.
Autor:
Zhu, Xiaorong1 (AUTHOR) zhuxr@ywicc.edu.cn
Publikováno v:
Journal of Intelligent & Fuzzy Systems. 2023, Vol. 45 Issue 2, p3461-3471. 11p.
A novel method for tackling the problem of imbalanced data in medical image segmentation is proposed in this work. In balanced cross entropy (CE) loss, which is a type of weighted CE loss, the weight assigned to each class is the in-verse of the clas
Externí odkaz:
http://arxiv.org/abs/2412.06045
Assessing disease severity involving ordinal classes, where each class represents increasing levels of severity, benefit from loss functions that account for this ordinal structure. Traditional categorical loss functions, like Cross-Entropy (CE), oft
Externí odkaz:
http://arxiv.org/abs/2412.01246
Automating the design of microstrip antennas has been an active area of research for the past decade. By leveraging machine learning techniques such as Genetic Algorithms (GAs) or, more recently, Deep Neural Networks (DNNs), a number of work have dem
Externí odkaz:
http://arxiv.org/abs/2410.02474
Autor:
Tyagi, Kanishka, Rane, Chinmay, Vaidya, Ketaki, Challgundla, Jeshwanth, Auddy, Soumitro Swapan, Manry, Michael
This study presents a comparative analysis of two objective functions, Mean Squared Error (MSE) and Softmax Cross-Entropy (SCE) for neural network classification tasks. While SCE combined with softmax activation is the conventional choice for transfo
Externí odkaz:
http://arxiv.org/abs/2411.11213