Results 111 to 120 of about 96,144 (271)

The Culturally and Linguistically Diverse Workforce in Early Childhood Education: Findings From a National Survey of Australian Centre‐Based Services

Australian Journal of Social Issues, EarlyView.
ABSTRACT Culturally responsive early childhood education (ECE) environments can increase child and family participation, enhance service quality, and improve developmental outcomes for children. Educators from culturally and linguistically diverse (CALD) backgrounds contribute to inclusive ECE and are crucial for addressing workforce shortages.
Sene Gide, Linda Harrison, Sandie Wong, Frances Press, Belinda Davis   +4 more
wiley   +1 more source

Secure and decentralized federated learning framework with non-IID data based on blockchain

Heliyon
Federated learning enables the collaborative training of machine learning models across multiple organizations, eliminating the need for sharing sensitive data.
Feng Zhang, Yongjing Zhang, Shan Ji, Zhaoyang Han   +3 more
doaj   +1 more source

‘We Are Australia’: Unpacking Aboriginal and Torres Strait Islander People's Understandings and Experiences of Australian Identity

Australian Journal of Social Issues, EarlyView.
ABSTRACT Aboriginal and Torres Strait Islander people are the oldest living custodians in the world. However, Australian identity has been purposefully established to exclude Aboriginal and Torres Strait Islander people, contributing to systemic oppression and harmful consequences. Understanding the perspectives and experiences of Aboriginal and Torres
Jack Farrugia, Jonathan Bullen
wiley   +1 more source

Privacy in Federated Learning

Federated learning (FL) represents a significant advancement in distributed machine learning, enabling multiple participants to collaboratively train models without sharing raw data. This decentralized approach enhances privacy by keeping data on local devices.
Jaydip Sen, Hetvi Waghela, Sneha Rakshit
openaire   +2 more sources

Multi‐omics data mining combined with experimental validation reveals ferroptosis‐ and autophagy‐associated hub genes as diagnostic candidates and immune modulators in atherosclerosis

Animal Models and Experimental Medicine, EarlyView.
Using the GSE225650 dataset, we performed differential expression gene (DEG) screening, Weighted Gene Coexpression Network Analysis (WGCNA), and immune infiltration profiling on atherosclerosis (AS) samples, yielding 104 shared candidate genes. Subsequently, these 104 candidate genes were intersected with ferroptosis‑ and autophagy‑related gene sets ...
Xinou Zheng, Jinling Zheng, Xuezhuang Li, Hua Chen, Li Zhang, Yuqiong Zhao, Yahao Ling   +6 more
wiley   +1 more source

Advancing Machine Learning Optimization of Chiral Photonic Metasurface: Comparative Study of Neural Network and Genetic Algorithm Approaches

Advanced Physics Research, EarlyView.
Two methods for the optimization of chiral reflection by a metamaterial made of either GaP/Air or PMMA/Air interfaces are compared, showing approaches towards fast design exploration and high‐performance results: a neural‐network pipeline and a genetic algorithm. The structures considered are characterized by a periodic, chiral texturation with a shape
Davide Filippozzi, Alexandre Mayer, Nicolas Roy, Wei Fang, Arash Rahimi‐Iman   +4 more
wiley   +1 more source

Survey on federated recommendation systems

大数据, 2022
In the federated learning (FL) paradigm, the original data are stored in independent clients while masked data are sent to a central server to be aggregated, which proposes a novel design approach to numerous domains.Given the wide application of ...
Zhitao ZHU, Shijing SI, Jianzong WANG, Jing XIAO   +3 more
doaj  

Legal and ethical considerations around the use of existing illustrations to generate new illustrations in the anatomical sciences

Anatomical Sciences Education, Volume 18, Issue 3, Page 289-300, March 2025.
Abstract It is likely existing anatomical illustrations are often used as the basis for new illustrative works, given not all illustrators have access to human tissues, bodies, or prosections on which to base their illustrations. Potential issues arise with this practice in the realms of copyright infringement and plagiarism when authors are seeking to
Jon Cornwall, Richard White, Patrick Pennefather, Sabine Hildebrandt, Jill Gregory, Heather F. Smith, Jason Organ, Claudia Krebs   +7 more
wiley   +1 more source

Detecting Electrocardiogram Arrhythmia Empowered With Weighted Federated Learning

IEEE Access
In this study, a weighted federated learning approach is proposed for electrocardiogram (ECG) arrhythmia classification. The proposed approach considers the heterogeneity of data distribution among multiple clients in federated learning settings.
Rizwana Naz Asif, Allah Ditta, Hani Alquhayz, Sagheer Abbas, Muhammad Adnan Khan, Taher M. Ghazal, Sang-Woong Lee   +6 more
doaj   +1 more source

Body donor programs in Australia and New Zealand: Current status and future opportunities

Anatomical Sciences Education, Volume 18, Issue 3, Page 301-328, March 2025.
Abstract Body donation is critical to anatomy study in Australia and New Zealand. Annually, more than 10,000 students, anatomists, researchers, and clinicians access tissue donated by local consented donors through university‐based body donation programs. However, little research has been published about their operations.
Rebekah A. Jenkin, Kevin A. Keay
wiley   +1 more source