Mark A. Friedl

According to our database1, Mark A. Friedl authored at least 28 papers between 1996 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
An Empirical Assessment of the MODIS Land Cover Dynamics and TIMESAT Land Surface Phenology Algorithms.
Remote Sensing, 2019

In-Season Prediction of Crop Types In The us Great Plains Using Sequence Based Stochastic Models and Deep Learning.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
A Method for Robust Estimation of Vegetation Seasonality from Landsat and Sentinel-2 Time Series Data.
Remote Sensing, 2018

Mapping Cropland Extent by Asynchronous Fusion of Optical and Active Microwave Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Mapping sub-pixel corn distribution using MODIS time-series data and a random forest regression model.
Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

2016
Improving the Consistency of Multitemporal Land Cover Maps Using a Hidden Markov Model.
IEEE Trans. Geoscience and Remote Sensing, 2016

2015
Global rain-fed, irrigated, and paddy croplands: A new high resolution map derived from remote sensing, crop inventories and climate data.
Int. J. Appl. Earth Obs. Geoinformation, 2015

2014
Mapping Asian Cropping Intensity With MODIS.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

Mapping Crop Cycles in China Using MODIS-EVI Time Series.
Remote Sensing, 2014

Distance metric-based forest cover change detection using MODIS time series.
Int. J. Appl. Earth Obs. Geoinformation, 2014

2012
Active Label Correction.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2010
Redefining class definitions using constraint-based clustering: an application to remote sensing of the earth's surface.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2008
Monitoring the Extent and Intensity of Urban Areas Globally using the Fusion of MODIS 500m Resolution Satellite Imagery and Ancillary Data Sources.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Generating High-Quality Training Data for Automated Land-Cover Mapping.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Active Class Selection.
Proceedings of the Machine Learning: ECML 2007, 2007

2005
Correlation Clustering for Learning Mixtures of Canonical Correlation Models.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

2004
Global land-water mask derived from MODIS Nadir BRDF-adjusted reflectances (NBAR) and the MODIS land cover algorithm.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003
Spatio-temporal deconvolution of NDVI image sequences using independent component analysis.
IEEE Trans. Geoscience and Remote Sensing, 2003

2002
MODIS tasseled cap transformation and its utility.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Using MODIS data to study the relation between climatic spatial variability and vegetation phenology in northern high latitudes.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

The MODIS land cover product: multi-attribute mapping of global vegetation and land cover properties from time series MODIS data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Integration of domain knowledge in the form of ancillary map data into supervised classification of remotely sensed data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2001
Modeling directional effects from nonisothermal land surfaces in wideband thermal infrared measurements.
IEEE Trans. Geoscience and Remote Sensing, 2001

Estimating pixel-scale land cover classification confidence using nonparametric machine learning methods.
IEEE Trans. Geoscience and Remote Sensing, 2001

1999
A conceptual model for effective directional emissivity from nonisothermal surfaces.
IEEE Trans. Geoscience and Remote Sensing, 1999

Maximizing land cover classification accuracies produced by decision trees at continental to global scales.
IEEE Trans. Geoscience and Remote Sensing, 1999

Identifying Mislabeled Training Data.
J. Artif. Intell. Res., 1999

1996
Identifying and Eliminating Mislabeled Training Instances.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996


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