Integrating support vector machines in a hierarchical output space decomposition framework. - Yangchi Chen; Melba M. Crawford; Joydeep Ghosh (IGARSS, 2004)

Applying nonlinear manifold learning to hyperspectral data for land cover classification. - Yangchi Chen; Melba M. Crawford; Joydeep Ghosh (IGARSS, 2005)

Investigation of the random forest framework for classification of hyperspectral data. - Jisoo Ham; Yangchi Chen; Melba M. Crawford; Joydeep Ghosh (IEEE Trans. Geosci. Remote. Sens., 2005)

Improved Nonlinear Manifold Learning for Land Cover Classification via Intelligent Landmark Selection. - Yangchi Chen; Melba M. Crawford; Joydeep Ghosh (IGARSS, 2006)

Knowledge Based Stacking of Hyperspectral Data for Land Cover Classification. - Yangchi Chen; Melba M. Crawford; Joydeep Ghosh (CIDM, 2007)

Multiresolution manifold learning for classification of hyperspectral data. - Wonkook Kim; Yangchi Chen; Melba M. Crawford; James C. Tilton; Joydeep Ghosh (IGARSS, 2007)