Concepedia

Yangchi Chen

YC

Statistics

Publications

6

Citations

1.4K

H-Index

6

Active since

2004

Affiliations

The University of Texas at Austin(Current)

Center For Remote Sensing (United States)

Yangchi Chen is an author at The University of Texas at Austin specializing in remote sensing, hyperspectral image classification, and computing.

Publications per year

2004–2007

6

Publications

6

Investigation of the random forest framework for classification of hyperspectral data

Yangchi Chen, Melba M. Crawford, Joydeep Ghosh · IEEE Transactions on Geoscience and Remote Sensing · 2005 · 1.2K citations

Computing, Data Science, Feature Engineering +14

Integrating support vector machines in a hierarchical output space decomposition framework

Yangchi Chen, Melba M. Crawford, Joydeep Ghosh · 2004 · 79 citations

Computing, Computer Science, Data Science +17

Applying nonlinear manifold learning to hyperspectral data for land cover classification

Yangchi Chen, Melba M. Crawford, Joydeep Ghosh · 2005 · 51 citations

Computing, Data Science, Earth Sciences +17

Random forests of binary hierarchical classifiers for analysis of hyperspectral data

Melba M. Crawford, Jisoo Ham, Yangchi Chen et al. · 2004 · 29 citations

Computing, Data Science, Machine Learning +14

Multiresolution manifold learning for classification of hyperspectral data

Wonkook Kim, Yangchi Chen, Melba M. Crawford et al. · 2007 · 19 citations

Computing, Earth Sciences, Geographic Information Science +16

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