Add BrightSurf on Google Email

An ontology for smart city infrastructure threats, cybercrime and digital investigation

A new ontology for smart city infrastructure threats, cybercrime and digital investigation has been developed to assist digital forensic investigators. The ontology provides a consistent and structured representation of knowledge, allowing for increased efficiency and rapid remediation in future investigations.

SourceSingapore University of Technology and Design·JournalForensic Science International·DateMar 12, 2025

Predicting lifespan-extending chemical compounds for C. elegans with machine learning

A new study uses machine learning to analyze data from DrugAge, a database of chemical compounds modulating lifespan in model organisms. The researchers create four types of datasets to predict whether or not a compound extends the lifespan of C. elegans, using features such as compound-protein interactions and Gene Ontology terms.

SourceImpact Journals LLC·JournalAging-US·TypeComputational simulation/modeling·DateJul 26, 2023

Sharpening Occam’s Razor

Researchers aim to characterize theory structure using symmetry, but find it doesn't capture enough information for a thorough comparison of complexity. They explore alternative approaches to measuring structural complexity, but ultimately conclude that symmetry-based methods may be limited.

Kidney resident macrophages have distinct subpopulations and occupy distinct microenvironments

Researchers identified seven distinct subpopulations of kidney resident macrophages, each with unique transcriptomic signatures and functions. These subpopulations are associated with different portions of the nephron and have distinct roles in protecting the kidney from infection and maintaining tissue health.

SourceUniversity of Alabama at Birmingham·JournalJCI Insight·TypeExperimental study·DateSep 28, 2022