Concepedia

Han Liu

HL

Statistics

Publications

72

Citations

6.4K

H-Index

30

Active since

1994

Affiliations

Princeton University(Current)

Chinese Academy of Sciences

Tsinghua University

Johns Hopkins University

Cornell University

Han Liu is an author at Princeton University specializing in engineering, statistics, and data science.

Top concepts

EngineeringStatisticsData ScienceStatistical InferenceFunctional Data AnalysisGeographyEarth SciencePublic HealthSocial SciencesEstimation Theory

Publications per year

1994–2025

72

Publications

72

Stable classification with limited sample: transferring a 30-m resolution sample set collected in 2015 to mapping 10-m resolution global land cover in 2017

Peng Gong, Han Liu, Meinan Zhang et al. · Science Bulletin · 2019 · 1.2K citations

Engineering, Synthetic Aperture Radar, Land Use +12

Mapping essential urban land use categories in China (EULUC-China): preliminary results for 2018

Peng Gong, Xuecao Li, Han Liu et al. · Science Bulletin · 2019 · 587 citations · Full text

Urban Land Use, Cartography, Urban Geography +13

Sparse Additive Models

Pradeep Ravikumar, John Lafferty, Han Liu et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2009 · 541 citations · Full text

Sparse Representation, Engineering, High-dimensional Method +11

High-dimensional semiparametric Gaussian copula graphical models

Han Liu, Fang Han, Ming Yuan et al. · The Annals of Statistics · 2012 · 520 citations

Semiparametric Approach, Graph Sparsity, Engineering +18

Annual dynamics of global land cover and its long-term changes from 1982 to 2015

Han Liu, Peng Gong, Jie Wang et al. · Earth system science data · 2020 · 385 citations · Full text

Global Land Cover, Earth Observation, Engineering +20

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