21 citations · 36 across the 3 of their papers we have counts for
3 papers
stat.ME2020★ 21 cited
Unified Principal Component Analysis for Sparse and Dense Functional Data under Spatial Dependency
Haozhe Zhang, Yehua Li
We consider spatially dependent functional data collected under a geostatistics setting, where locations are sampled from a spatial point process. The functional response is the su…
stat.ML2019★ 12 cited
Regression-Enhanced Random Forests
Haozhe Zhang, Dan Nettleton, Zhengyuan Zhu
Random forest (RF) methodology is one of the most popular machine learning techniques for prediction problems. In this article, we discuss some cases where random forests may suffe…
cond-mat.mtrl-sci2015★ 3 cited
Data-driven research on chemical features of Jingdezhen and Longquan celadon by energy dispersive X-ray fluorescence
Ziyang He, Maolin Zhang, Haozhe Zhang
The energy dispersive X-ray fluorescence (EDXRF) is used to determine the chemical composition of celadon body and glaze in Longquan kiln (at Dayao County) and Jingdezhen kiln. For…