Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Taoyun Cao"'
Publikováno v:
Complex & Intelligent Systems, Vol 10, Iss 5, Pp 6805-6823 (2024)
Abstract A machine learning technique merging Bayesian method called Bayesian Additive Regression Trees (BART) provides a nonparametric Bayesian approach that further needs improved forecasting accuracy in the presence of outliers, especially when de
Externí odkaz:
https://doaj.org/article/c40bd69410d340f58aea612b34018d53
Publikováno v:
Statistical Methods & Applications.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8f1ccd2da3416ccbae4421c098b14cf1
https://doi.org/10.1007/s10260-022-00662-1
https://doi.org/10.1007/s10260-022-00662-1
Publikováno v:
Statistical Methods & Applications.
We consider predictions in longitudinal studies, and investigate the well known statistical mixed-effects model, piecewise linear mixed-effects model and six different popular machine learning approaches: decision trees, bagging, random forest, boost
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9625b95903c94e7ea26b964f27fe51a2
https://doi.org/10.1007/s10260-022-00658-x
https://doi.org/10.1007/s10260-022-00658-x
Publikováno v:
Neural Computing and Applications. 33:11339-11353
Time series modelling is gaining spectacular popularity in the prediction process of decision making, with applications including real-world management and engineering. However, for short time series, prediction has to face unavoidable limitation for
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f3ce9aa33c864025df85208492797a37
https://doi.org/10.1007/s00521-020-05658-0
https://doi.org/10.1007/s00521-020-05658-0