A Hybrid Model Integrating Local and Global Spatial Correlation for Traffic Prediction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2021.3139934
Abstract: Accurate traffic prediction can effectively alleviate traffic congestion problems. The complex spatial correlation of traffic flow contributes to the challenging prediction problem. Most current prediction methods focus on learning local spatial correlation, ignoring the spatial… read more here.
Keywords: spatial correlation; global spatial; traffic; prediction ... See more keywords
Local and Global Spatial Information for Land Cover Semisupervised Classification of Complex Polarimetric SAR Data
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2023.3264452
Abstract: Each of the three satellites constituting the RADARSAT Constellation Mission (RCM) provides compact polarimetric synthetic aperture radar (CP SAR) data. The complex CP data have similar properties to the complex quad polarimetric (QP) data provided… read more here.
Keywords: classification; global spatial; sar data; land cover ... See more keywords
Dual-View Spectral and Global Spatial Feature Fusion Network for Hyperspectral Image Classification
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2023.3277467
Abstract: For hyperspectral image (HSI) classification, two branch networks generally use convolutional neural networks (CNNs) to extract the spatial features and long short-term memory (LSTM) to learn the spectral features. However, CNNs with a local kernel… read more here.
Keywords: view spectral; spatial feature; view; global spatial ... See more keywords
Global spatial dynamics and vaccine-induced fitness changes of Bordetella pertussis
Sign Up to like & getrecommendations! Published in 2022 at "Science Translational Medicine"
DOI: 10.1126/scitranslmed.abn3253
Abstract: As with other pathogens, competitive interactions between Bordetella pertussis strains drive infection risk. Vaccines are thought to perturb strain diversity through shifts in immune pressures; however, this has rarely been measured because of inadequate data… read more here.
Keywords: spatial dynamics; global spatial; fitness; vaccine ... See more keywords