Short-term Traffic Volume Prediction at a Signalised Intersection Using LSTM. GeoComputation 2019
, 2019 Control by traffic signals is an important factor for short-term traffic state prediction at an intersection. Deep learning, which has the capability to capture nonlinear relationships, is achieving superior performance for an extensive range of ...
Ryo Masuda (7385492) +1 more
core +1 more source
ECMWF short-term prediction accuracy improvement by deep learning. [PDF]
Sci Rep, 2022 Frnda J +5 more
europepmc +1 more source
Molecular characterization of covRS mutations in M1UK Streptococcus pyogenes
FEBS Open Bio, EarlyView.Group A Streptococcus (GAS) acquires covRS mutations driving a hypervirulent bacterial state, frequently associated with invasive disease‐like necrotizing fasciitis. We demonstrate that the newly emerged M1UK GAS lineage can also acquire these mutations.
Jarrad Pritchard +12 more
wiley +1 more source
Short-term Wind Speed Prediction Based on Wavelet Packet Decomposition and BP Neural Network
Kongzhi Yu Xinxi Jishu, 2019 In this paper, a short-term wind speed prediction method based on BP neural network and wavelet packet decomposition was proposed to solve the problem of insufficient accuracy of wind speed prediction introduced by unstable wind speed signals.
WANG Ning +6 more
doaj
The Short-Term Prediction of Length of Day Using 1D Convolutional Neural Networks (1D CNN). [PDF]
Sensors (Basel), 2022 Guessoum S +7 more
europepmc +1 more source
FEBS Open Bio, EarlyView.Miniaturized flow chip platform enabling continuous perfusion and longitudinal multiphoton 3D imaging of vascular smooth muscle cell constructs under physiological flow. Brightfield imaging guides region selection, while CellTracker Green and mRuby‐labeled fetuin‐A visualize cells and mineral deposition, respectively. Magnesium supplementation markedly
Vytautas Kučikas +6 more
wiley +1 more source
A Knowledge Distillation-based Framework for Enhanced Long and Short Term Road Traffic Prediction [PDF]
Accurate traffic congestion prediction is essential for optimizing urban traffic management and mitigating congestion and its consequences. However, conventional prediction models often struggle to simultaneously capture long-term periodic patterns and ...
Djahel, Soufiene; id_orcid +5 more
core +1 more source
Retracted: A Method for Short-Term Prediction of the Metro Station's Individual Energy Consumption Item Based on G-ACO-BP Model. [PDF]
Comput Intell Neurosci, 2023 Intelligence And Neuroscience C.
europepmc +1 more source
Identification of (20R)‐protopanaxadiol from Panax ginseng as a novel anti‐SARS‐CoV‐2 compound
FEBS Open Bio, EarlyView.We established a noninfectious BAC‐based SARS‐CoV‐2 replicon that enables antiviral screening under BSL‐2 conditions. Using this platform, we screened 373 food‐derived compounds and identified (20R)‐protopanaxadiol from Panax ginseng as a novel inhibitor of SARS‐CoV‐2 RNA replication, highlighting the value of safe replicon systems for antiviral ...
Midori Takeda +4 more
wiley +1 more source
Influence of Transfer Entropy in the Short-Term Prediction of Financial Time Series Using an ∊-Machine. [PDF]
Entropy (Basel), 2022 Zavala-Díaz JC +4 more
europepmc +1 more source