Abstract: In the large-scale deployment of federated learning (FL) systems, the heterogeneity of clients, such as mobile phones and Internet of Things (IoT) devices with different configurations, ...

Combined testing uptake (HCV RDT or HCV RDT/RNA) was higher for the community-based strategy than for the facility-based ...

The International Atomic Energy Agency (IAEA) is in Japan this week to conduct marine sampling near the Fukushima Daiichi Nuclear Power Station (FDNPS). This visit forms part of the Agency’s broader ...

This issue proposes adding cluster sampling capabilities to the scikit-sampling library. Cluster sampling is a probability sampling technique where the population is divided into naturally occurring ...

This issue proposes adding a stratified sampling method to the scikit-sampling library. Stratified sampling is a technique that ensures that specific subgroups (strata) within a population are ...

Tianwen 2 will deliver pieces of the odd asteroid Kamo'oalewa to Earth in 2027, if all goes to plan. China's latest deep-space mission is underway. The Tianwen 2 asteroid-comet probe lifted off on ...

1. Autonomous sound recording is a promising sampling method for birds and other vocalizing terrestrial wildlife. However, while there are clear advantages of passive acoustic monitoring methods over ...

This technical note covers household surveys with a focus on probability sampling, bias, and survey weights. It explains how households are selected in a representative way from a population for a ...

Genomic selection (GS) can accomplish breeding faster than phenotypic selection. Improving prediction accuracy is the key to promoting GS. To improve the GS prediction accuracy and stability, we ...

Cluster sampling divides a population into smaller clusters, simplifying large-scale research. Cluster sampling is a probability sampling method where researchers divide a population into smaller ...