Data Structure-Aware Ensemble Modeling for Time-Series Prediction: A Case Study of Sewage Generation
This study investigates the influence of time-series data structure on model behavior in sewage generation estimation. Annual data from four regions (2017–2023) were analyzed using Random Forest (RF) and Voting Regressor (VR), while structural ...
Jae-Sang Lee +4 more
doaj +1 more source
Road accidents are a significant issue, leading to human, material, and economic losses. Many regions and countries have implemented various measures to improve traffic safety. However, these efforts have not eliminated all traffic-related fatalities and
Maria Rodionova +3 more
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Enhancing multivariate quality monitoring: Integrating LSTM and MLS-SVR with Max-MCUSUM frameworks. [PDF]
Ahsan M +3 more
europepmc +1 more source
Same geometry, different dynamics: what uncontrolled manifold (UCM) analysis misses about motor control. [PDF]
Mangalam M, Stergiou N.
europepmc +1 more source
Spatiotemporal distribution of timely measles-containing vaccine coverage among children born in Hebei Province during 2019-2023: a secondary analysis of provincial routine immunisation registry data. [PDF]
Wang Y +5 more
europepmc +1 more source
Early-warning signals of critical transitions in global ecoregions. [PDF]
Hirsch E, Koren I.
europepmc +1 more source
Predictive modeling for preventive Archaeology: overview and case study
Danese Maria +3 more
doaj +1 more source
Stability analysis of landslide dam slopes based on the local strength reduction-random finite element method. [PDF]
Shi N, Zhao X, Huang J, Li H.
europepmc +1 more source
Distinguishing Free Cytosolic and Vesicle-Confined Nanoparticle Motion by Fluorescence Correlation Spectroscopy. [PDF]
Kwapiszewska K +5 more
europepmc +1 more source
Adaptive Dual-Bias Estimation for Hybrid Inertial Navigation with Single-Axis Cold Atom Interferometric Gyroscope. [PDF]
Guo Q +5 more
europepmc +1 more source

