Short-term traffic speed forecasting based on graph attention temporal convolutional networks
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.06.001
Abstract: Abstract Accurate and timely traffic forecasting is significant for intelligent transportation management. However, existing approaches model the temporal and spatial features of traffic flow inadequately. To address these limitations, a novel deep learning traffic forecasting… read more here.
Keywords: traffic; based graph; temporal convolutional; attention temporal ... See more keywords
DAT-CNN: Dual Attention Temporal CNN for Time-Resolving Sentinel-3 Vegetation Indices
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2022.3161190
Abstract: The synergies between Sentinel-3 (S3) and the forthcoming fluorescence explorer (FLEX) mission bring us the opportunity of using S3 vegetation indices (VI) as proxies of the solar-induced chlorophyll fluorescence (SIF) that will be captured by… read more here.
Keywords: dual attention; cnn; vegetation indices; dat cnn ... See more keywords
Ultra-Short-Term Spatiotemporal Forecasting of Renewable Resources: An Attention Temporal Convolutional Network-Based Approach
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Smart Grid"
DOI: 10.1109/tsg.2022.3175451
Abstract: The rapid increase in the penetration of renewable energy resources characterized by high variability and uncertainty is bringing new challenges to the power system operation. To ensure the efficient and reliable operation of electric grid,… read more here.
Keywords: attention temporal; spatiotemporal forecasting; short term; forecasting ... See more keywords
Effects of Exogenous Auditory Attention on Temporal and Spectral Resolution
Sign Up to like & getrecommendations! Published in 2018 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2018.01984
Abstract: Previous research in the visual domain suggests that exogenous attention in form of peripheral cueing increases spatial but lowers temporal resolution. It is unclear whether this effect transfers to other sensory modalities. Here, we tested… read more here.
Keywords: resolution; attention temporal; effects exogenous; attention ... See more keywords