Improving forecasting performance using covariate-dependent copula models
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Forecasting"
DOI: 10.1016/j.ijforecast.2018.01.007
Abstract: Abstract Copulas provide an attractive approach to the construction of multivariate distributions with flexible marginal distributions and different forms of dependences. Of particular importance in many areas is the possibility of forecasting the tail-dependences explicitly.… read more here.
Keywords: covariate dependent; forecasting performance; approach; copula ... See more keywords
An automated toolchain for the data-driven and dynamical modeling of combined sewer systems.
Sign Up to like & getrecommendations! Published in 2017 at "Water research"
DOI: 10.1016/j.watres.2017.08.065
Abstract: The recent availability and affordability of sensors and wireless communications is poised to transform our understanding and management of water systems. This will enable a new generation of adaptive water models that can ingest large… read more here.
Keywords: toolchain; combined sewer; data driven; toolchain data ... See more keywords
Improving the forecasting performance of temporal hierarchies
Sign Up to like & getrecommendations! Published in 2019 at "PLoS ONE"
DOI: 10.1371/journal.pone.0223422
Abstract: Temporal hierarchies have been widely used during the past few years as they are capable to provide more accurate coherent forecasts at different planning horizons. However, they still display some limitations, being mainly subject to… read more here.
Keywords: forecasting performance; performance temporal; temporal hierarchies; improving forecasting ... See more keywords
Applying the Spatial Transmission Network to the Forecast of Infectious Diseases Across Multiple Regions
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Public Health"
DOI: 10.3389/fpubh.2022.774984
Abstract: Objective Timely and accurate forecast of infectious diseases is essential for achieving precise prevention and control. A good forecasting method of infectious diseases should have the advantages of interpretability, feasibility, and forecasting performance. Since previous… read more here.
Keywords: infectious diseases; diseases across; multiple regions; forecasting performance ... See more keywords
Sensitivity Analysis of Forecasting Performance for ST6 Parameterization in High-Resolution Wave Model Based on WAVEWATCH III
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Marine Science and Engineering"
DOI: 10.3390/jmse11051038
Abstract: A regional wave forecasting system in East Asia, including the Korean Peninsula, was built based on WAVEWATCH III using offshore wind forecast data from the Global Data Assimilation Prediction System. The numerical simulations were performed… read more here.
Keywords: wavewatch iii; wave model; sensitivity; forecasting performance ... See more keywords