Identifying and Eliminating Mislabeled Training Instances. - Carla E. Brodley; Mark A. Friedl (AAAI/IAAI, Vol. 1, 1996)

Identifying Mislabeled Training Data. - Carla E. Brodley; Mark A. Friedl (J. Artif. Intell. Res., 1999)

Maximizing land cover classification accuracies produced by decision trees at continental to global scales. - Mark A. Friedl; Carla E. Brodley; Alan H. Strahler (IEEE Trans. Geosci. Remote. Sens., 1999)

A conceptual model for effective directional emissivity from nonisothermal surfaces. - Xiaowen Li 001; Alan H. Strahler; Mark A. Friedl (IEEE Trans. Geosci. Remote. Sens., 1999)

Estimating pixel-scale land cover classification confidence using nonparametric machine learning methods. - Douglas K. McIver; Mark A. Friedl (IEEE Trans. Geosci. Remote. Sens., 2001)

Modeling directional effects from nonisothermal land surfaces in wideband thermal infrared measurements. - Guangjian Yan; Mark A. Friedl; Xiaowen Li 001; Jindi Wang; Chongguang Zhu; Alan H. Strahler (IEEE Trans. Geosci. Remote. Sens., 2001)

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 (IGARSS, 2002)

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 (IGARSS, 2002)

Using MODIS data to study the relation between climatic spatial variability and vegetation phenology in northern high latitudes. - Xiaoyang Zhang 001; Mark A. Friedl; Crystal Barker Schaaf; Alan H. Strahler; John C. F. Hodges; Feng Gao 009 (IGARSS, 2002)

MODIS tasseled cap transformation and its utility. - Xiaoyang Zhang 001; Crystal Barker Schaaf; Mark A. Friedl; Alan H. Strahler; Feng Gao 009; John C. F. Hodges (IGARSS, 2002)

Mapping urban areas by fusing multiple sources of coarse resolution remotely sensed data. - Annemarie Schneider; Mark A. Friedl; Curtis E. Woodcock (IGARSS, 2003)

Spatio-temporal deconvolution of NDVI image sequences using independent component analysis. - Alexander Lotsch; Mark A. Friedl; Jorge Pinzón (IEEE Trans. Geosci. Remote. Sens., 2003)

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 009; Annemarie Schneider; Xiaoyang Zhang 001; Nazmi El Saleous; Robert E. Wolfe (IGARSS, 2004)

Correlation Clustering for Learning Mixtures of Canonical Correlation Models. - Xiaoli Zhang Fern; Carla E. Brodley; Mark A. Friedl (SDM, 2005)

Active Class Selection. - Rachel Lomasky; Carla E. Brodley; M. Aernecke; David R. Walt; Mark A. Friedl (ECML, 2007)

Generating High-Quality Training Data for Automated Land-Cover Mapping. - Umaa Rebbapragada; Rachel Lomasky; Carla E. Brodley; Mark A. Friedl (IGARSS (4), 2008)

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 (IGARSS (5), 2008)

Terrestrial vegetation phenology from MODIS and MERIS. - Jeganathan Chockalingam; Sangram Ganguly; Jadu Dash; Mark A. Friedl; Peter M. Atkinson (IGARSS, 2010)

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 (KDD, 2010)

Active Label Correction. - Umaa Rebbapragada; Carla E. Brodley; Damien Sulla-Menashe; Mark A. Friedl (ICDM, 2012)

Distance metric-based forest cover change detection using MODIS time series. - Xiaoman Huang; Mark A. Friedl (Int. J. Appl. Earth Obs. Geoinformation, 2014)

Mapping Crop Cycles in China Using MODIS-EVI Time Series. - Le Li; Mark A. Friedl; Qinchuan Xin; Josh M. Gray; Yaozhong Pan; Steve Frolking (Remote. Sens., 2014)

Mapping Asian Cropping Intensity With MODIS. - Josh M. Gray; Mark A. Friedl; Steve Frolking; Navin Ramankutty; Andrew Nelson 003; Muralikrishna Gumma (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Global rain-fed, irrigated, and paddy croplands: A new high resolution map derived from remote sensing, crop inventories and climate data. - J. Meghan Salmon; Mark A. Friedl; Steve Frolking; Dominik Wisser; Ellen M. Douglas (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Improving the Consistency of Multitemporal Land Cover Maps Using a Hidden Markov Model. - S. Parker Abercrombie; Mark A. Friedl (IEEE Trans. Geosci. Remote. Sens., 2016)

Mapping sub-pixel corn distribution using MODIS time-series data and a random forest regression model. - Qiong Hu; Wenbin Wu; Mark A. Friedl (Agro-Geoinformatics, 2017)

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 (IGARSS, 2018)

A Method for Robust Estimation of Vegetation Seasonality from Landsat and Sentinel-2 Time Series Data. - Per Jönsson; Zhanzhang Cai; Eli K. Melaas; Mark A. Friedl; Lars Eklundh (Remote. Sens., 2018)

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 (IGARSS, 2019)

An Empirical Assessment of the MODIS Land Cover Dynamics and TIMESAT Land Surface Phenology Algorithms. - Radost Stanimirova; Zhanzhang Cai; Eli K. Melaas; Josh M. Gray; Lars Eklundh; Per Jönsson; Mark A. Friedl (Remote. Sens., 2019)

Accounting for Training Data Error in Machine Learning Applied to Earth Observations. - Arthur Elmes; Seyed Hamed Alemohammad; Ryan Avery; Kelly K. Caylor; J. Ronald Eastman; Lewis Fishgold; Mark A. Friedl; Meha Jain; Divyani Kohli; Juan Carlos Laso Bayas; Dalton D. Lunga; Jessica L. McCarty; et al. (Remote. Sens., 2020)

Temporally-Consistent Annual Land Cover from Landsat Time Series in the Southern Cone of South America. - Jordan Graesser; Radost Stanimirova; Katelyn Tarrio; Esteban J. Copati; José N. Volante; Santiago R. Verón; Santiago Banchero; Hernan Elena; Diego de Abelleyra; Mark A. Friedl (Remote. Sens., 2022)

Reconstruction of Satellite Time Series With a Dynamic Smoother. - Jordan Graesser; Radost Stanimirova; Mark A. Friedl (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)