Nowadays, smart meters are deployed in millions of residential households to gain
significant insights from fine-grained electricity consumption data. The information extracted …

The global ocean is the largest ecosystem on our planet, the scientific understanding of
which is the first step towards the sustainable development of the perpetual ocean. With the …

To leverage the enormous amount of unlabeled data on distributed edge devices, we
formulate a new problem in federated learning called federated unsupervised …

Groundwater quality assessment and prediction (GQAP) is vital for protecting groundwater
resources. Traditional GQAP methods can not adequately capture the complex relationships …

The Internet of Things (IoT) has impacted various aspects of life, but its profound effects on
the health sector are particularly striking because of its cutting‐edge nature. Mobile …

In this work, a gas sensor array has been designed and developed comprising of Pt, Cu and
Ag decorated TiO 2 and ZnO functionalized GaN nanowires using industry standard top …

Autism spectrum disorder (ASD) is a complex psychological syndrome characterized by
persistent difficulties in social interaction, restricted behaviours, speech, and nonverbal …

Abstract Continuous Unsupervised Domain Adaptation (CUDA) can alleviate deep learning
models' performance degradation on out-of-distribution data. However, low stability, the …

Principal component analysis (PCA) is an essential algorithm for dimensionality reduction in
many data science domains. We address the problem of performing a federated PCA on …

Autism spectrum disorder (ASD) is a challenging and complex neurodevelopment syndrome
that affects the child's language, speech, social skills, communication skills, and logical …