Abstract Graph neural networks (GNNs) have revolutionised the processing of information by facilitating the transmission of messages between graph nodes. Graph neural networks operate on graph‐structured data, which makes them suitable for a wide variety of computer vision problems, such as link prediction, node classification, and graph classification.
Amit Sharma +4 more
wiley +1 more source
Spatio-temporal analysis of genetic diversity in the sibling species Contracaecum osculatum sp. B: a tool for monitoring trophic-web dynamics in Arctic Sea waters. [PDF]
Belli B +7 more
europepmc +1 more source
Cascade Deep Learning With Physics Guidance for Typhoon Intensity Prediction
ABSTRACT Typhoons pose a significant threat to both human safety and economic stability. As a crucial metric for assessing their destructive potential, typhoon intensity (TI) prediction has become an important research focus, with numerous methods developed.
Zhengya Sun +4 more
wiley +1 more source
Caesarean section delivery & determining factors in northeastern State, India: A Bayesian spatio-temporal analysis of areal data. [PDF]
Singh KJ +8 more
europepmc +1 more source
ABSTRACT The complex diffusion of characteristic gases within oil‐immersed transformers significantly influences the timeliness between the fault occurrence and gas detection. So far, the gas transport processes and spatio‐temporal distributions remain inadequately understood.
Chunpeng Li +7 more
wiley +1 more source
Gonorrhea cluster detection in Manitoba, Canada: Spatial, temporal, and spatio-temporal analysis. [PDF]
Abed A, Torabi M, Mashreghi Z.
europepmc +1 more source
Elements on the move: How ungulate migration expands Alpine biogeochemical footprints
Using a spatially explicit model parameterized with GPS telemetry, we show that migratory and resident red deer play distinct roles in nitrogen redistribution across alpine landscapes. Migrants uniquely transport nitrogen upslope and up elevation, linking ecosystem element pools and revealing how the loss of migration alters large‐scale ecosystem ...
Kristy M. Ferraro +10 more
wiley +1 more source
Genetic Spatio-Temporal Analysis of Hepatitis D Virus Infection in Western Brazilian Amazon. [PDF]
Roca TP +8 more
europepmc +1 more source
Optimizing sampling and monitoring of species interactions within Biodiversity Observation Networks
Using realistic simulations, this manuscript highlights that monitoring expectations for species interactions within Biodiversity Observation Networks should be much lower than for species richness. Yet, available information can optimize BON design to monitor interactions with higher efficiency, with a level of tolerance regarding the precision of the
Gabriel Dansereau +3 more
wiley +1 more source
Spatio-temporal analysis of human brucellosis distribution in Neyshabur, Iran from 2015 to 2022, a cross-sectional study. [PDF]
Fathabadi A +3 more
europepmc +1 more source

