| 2019 | IGARSS | In-Season Prediction of Crop Types In The us Great Plains Using Sequence Based Stochastic Models and Deep Learning. | Subit Chakrabarti, Rob Braswell, Nick Malizia, Damien Sulla-Menashe, Tina Cormier, Mark A. Friedl |
| 2018 | IGARSS | Mapping Cropland Extent by Asynchronous Fusion of Optical and Active Microwave Imagery. | Subit Chakrabarti, Tina Cormier, Nick Malizia, David T. Potere, Damien Sulla-Menashe, Kirk Zmijewski, Mark A. Friedl |
| 2012 | ICDM | Active Label Correction. | Umaa Rebbapragada, Carla E. Brodley, Damien Sulla-Menashe, Mark A. Friedl |
| 2010 | IGARSS | Terrestrial vegetation phenology from MODIS and MERIS. | Jeganathan Chockalingam, Sangram Ganguly, Jadu Dash, Mark A. Friedl, Peter M. Atkinson |
| 2010 | KDD | Redefining class definitions using constraint-based clustering: an application to remote sensing of the earth's surface. | Dan Preston, Carla E. Brodley, Roni Khardon, Damien Sulla-Menashe, Mark A. Friedl |
| 2008 | IGARSS | Generating High-Quality Training Data for Automated Land-Cover Mapping. | Umaa Rebbapragada, Rachel Lomasky, Carla E. Brodley, Mark A. Friedl |
| 2008 | IGARSS | Monitoring the Extent and Intensity of Urban Areas Globally using the Fusion of MODIS 500m Resolution Satellite Imagery and Ancillary Data Sources. | Annemarie Schneider, Mark A. Friedl, David T. Potere |
| 2005 | SDM | Correlation Clustering for Learning Mixtures of Canonical Correlation Models. | Xiaoli Zhang Fern, Carla E. Brodley, Mark A. Friedl |
| 2004 | IGARSS | Global land-water mask derived from MODIS Nadir BRDF-adjusted reflectances (NBAR) and the MODIS land cover algorithm. | Jonathan G. Salomon, John C. F. Hodges, Mark A. Friedl, Crystal Schaaf, Alan H. Strahler, Feng Gao, Annemarie Schneider, Xiaoyang Zhang, Nazmi El Saleous, Robert E. Wolfe |
| 2003 | IGARSS | Mapping urban areas by fusing multiple sources of coarse resolution remotely sensed data. | Annemarie Schneider, Mark A. Friedl, Curtis E. Woodcock |
| 2002 | IGARSS | Using MODIS data to study the relation between climatic spatial variability and vegetation phenology in northern high latitudes. | Xiaoyang Zhang, Mark A. Friedl, Crystal Barker Schaaf, Alan H. Strahler, John C. F. Hodges, Feng Gao |
| 2002 | IGARSS | MODIS tasseled cap transformation and its utility. | Xiaoyang Zhang, Crystal Barker Schaaf, Mark A. Friedl, Alan H. Strahler, Feng Gao, John C. F. Hodges |
| 2002 | IGARSS | Integration of domain knowledge in the form of ancillary map data into supervised classification of remotely sensed data. | Mark A. Friedl, Douglas K. McIver, Carla E. Brodley |
| 2002 | IGARSS | The MODIS land cover product: multi-attribute mapping of global vegetation and land cover properties from time series MODIS data. | Mark A. Friedl, Alan H. Strahler, Xiaoyang Zhang, John C. F. Hodges |
| 1996 | AAAI | Identifying and Eliminating Mislabeled Training Instances. | Carla E. Brodley, Mark A. Friedl |