Graph signal processing for machine learning: A review and new perspectives
The effective representation, processing, analysis, and visualization of large-scale structured
data, especially those related to complex domains, such as networks and graphs, are one of …
data, especially those related to complex domains, such as networks and graphs, are one of …
The rise of scientific machine learning: a perspective on combining mechanistic modelling with machine learning for systems biology
Both machine learning and mechanistic modelling approaches have been used
independently with great success in systems biology. Machine learning excels in deriving …
independently with great success in systems biology. Machine learning excels in deriving …
A review of graph-powered data quality applications for IoT monitoring sensor networks
The development of Internet of Things (IoT) technologies has led to the widespread adoption
of monitoring networks for a wide variety of applications, such as smart cities, environmental …
of monitoring networks for a wide variety of applications, such as smart cities, environmental …
Multiscale PHATE exploration of SARS-CoV-2 data reveals multimodal signatures of disease
The biomedical community is producing increasingly high dimensional datasets, integrated
from hundreds of patient samples, which current computational techniques struggle to …
from hundreds of patient samples, which current computational techniques struggle to …
Where do we stand in regularization for life science studies?
More and more biologists and bioinformaticians turn to machine learning to analyze large
amounts of data. In this context, it is crucial to understand which is the most suitable data …
amounts of data. In this context, it is crucial to understand which is the most suitable data …
Graph-Based Approaches for Multimodal Brain Imaging Data Analysis
J Wang - 2021 - search.proquest.com
Precision medicine is an emerging research field that incorporates prevention, early
diagnosis, prognosis, and personalized treatment based on the analysis of an individual's …
diagnosis, prognosis, and personalized treatment based on the analysis of an individual's …
A review of AI and AI intelligence assessment
The design and application of AI systems have witnessed rapid development in various
fields over a period of three scores, accompanied by researcher's increasing interest in …
fields over a period of three scores, accompanied by researcher's increasing interest in …