Zobrazeno 1 - 10
of 1 544
pro vyhledávání: '"Data-centric"'
Autor:
Daniella Castro Araújo, Alexandre Afonso de Macedo, Adriano Alonso Veloso, Patricia Nessralla Alpoim, Karina Braga Gomes, Maria das Graças Carvalho, Luci Maria SantAna Dusse
Publikováno v:
BMC Pregnancy and Childbirth, Vol 24, Iss 1, Pp 1-13 (2024)
Abstract Objective This study introduces the complete blood count (CBC), a standard prenatal screening test, as a biomarker for diagnosing preeclampsia with severe features (sPE), employing machine learning models. Methods We used a boosting machine
Externí odkaz:
https://doaj.org/article/02382fb441d441c68ce1762150b9338e
Autor:
Nikita Bhatt, Nirav Bhatt, Purvi Prajapati, Vishal Sorathiya, Samah Alshathri, Walid El-Shafai
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract The Artificial Intelligence has evolved and is now associated with Deep Learning, driven by availability of vast amount of data and computing power. Traditionally, researchers have adopted a Model-Centric Approach, focusing on developing new
Externí odkaz:
https://doaj.org/article/95f4da176c8640888bc0073f9911c310
Publikováno v:
Journal of Asian Architecture and Building Engineering, Vol 23, Iss 5, Pp 1573-1595 (2024)
The present study simultaneously optimizes the three objective functions of pre-tensioned concrete (PT) beams, such as construction and material cost, beam weights, and beam depth, where multiple objectives optimizations (MOO) conflicting with each o
Externí odkaz:
https://doaj.org/article/f3412d878b1342cc8aa8c66d8709f3f5
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-16 (2024)
Abstract Accurate prediction and grading of gliomas play a crucial role in evaluating brain tumor progression, assessing overall prognosis, and treatment planning. In addition to neuroimaging techniques, identifying molecular biomarkers that can guid
Externí odkaz:
https://doaj.org/article/31cd3cf6f9a14928b9f577145d06fc98
Publikováno v:
Frontiers in Big Data, Vol 7 (2024)
Link prediction is a crucial task in network analysis, but it has been shown to be prone to biased predictions, particularly when links are unfairly predicted between nodes from different sensitive groups. In this paper, we study the fair link predic
Externí odkaz:
https://doaj.org/article/c5f83e59841542cd8e8b3dfca40fcbb6
Autor:
Asma Aldrees, Stephen Ojo, James Wanliss, Muhammad Umer, Muhammad Attique Khan, Bayan Alabdullah, Shtwai Alsubai, Nisreen Innab
Publikováno v:
Frontiers in Computational Neuroscience, Vol 18 (2024)
Autism spectrum disorder (ASD) is a neurodevelopmental condition marked by notable challenges in cognitive function, understanding language, recognizing objects, interacting with others, and communicating effectively. Its origins are mainly genetic,
Externí odkaz:
https://doaj.org/article/c15c2ea3c3d340b187e71715be187cfe
Publikováno v:
Journal of Data and Information Science, Vol 9, Iss 2, Pp 104-119 (2024)
Research data infrastructures form the cornerstone in both cyber and physical spaces, driving the progression of the data-intensive scientific research paradigm. This opinion paper presents an overview of global research data infrastructure, drawing
Externí odkaz:
https://doaj.org/article/00412c9ed2e446b4a3f09a0cfd5a6f19
Autor:
Won-Kee Hong, Tien Dat Pham
Publikováno v:
Journal of Asian Architecture and Building Engineering, Vol 23, Iss 2, Pp 649-686 (2024)
Building optimization using traditional approaches based on explicit objective functions is difficult because of large numbers of variables and constraints. Many studies, thus, developed derivative-free optimizations using evolutionary programming, p
Externí odkaz:
https://doaj.org/article/3af28067abf149749e460416dd5f1bc0
Autor:
Sunil G C, Arjun Upadhyay, Yu Zhang, Kirk Howatt, Thomas Peters, Michael Ostlie, William Aderholdt, Xin Sun
Publikováno v:
Smart Agricultural Technology, Vol 9, Iss , Pp 100538- (2024)
The implementation of a machine-vision system for real-time precision weed management is a crucial step towards the development of smart spraying robotic vehicles. The intelligent machine-vision system, constructed using deep learning object detectio
Externí odkaz:
https://doaj.org/article/b70ce404338447d3bf1d345240771f06
Publikováno v:
Production and Manufacturing Research: An Open Access Journal, Vol 12, Iss 1 (2024)
Data has become paramount in modern agriculture industry, empowering precision farming practices, optimizing resource utilization, facilitating predictive analytics, and driving automation. However, the quality of data influences the usefulness of sm
Externí odkaz:
https://doaj.org/article/b81c8c375a5f43d5ab249c59783345bb