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ORCIDForrest M. Hoffman
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2020 – today
- 2020
[j7]Umakant Mishra, Sagar Gautam, William J. Riley, Forrest M. Hoffman:
Ensemble Machine Learning Approach Improves Predicted Spatial Variation of Surface Soil Organic Carbon Stocks in Data-Limited Northern Circumpolar Region. Frontiers Big Data 3: 528441 (2020)
2010 – 2019
- 2019
- [j6]Zachary L. Langford, Jitendra Kumar
, Forrest M. Hoffman, Amy L. Breen, Colleen M. Iversen:
Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks. Remote. Sens. 11(1): 69 (2019) - [c18]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman:
Deep Transfer Learning With Field-Based Measurements for Large Area Classification. ICDM Workshops 2019: 262-269 - [c17]Min Xu, Salil Mahajan, Forrest M. Hoffman, Xiaoying Shi:
Evaluating Carbon Extremes in a Coupled Climate-Carbon Cycle Simulation. ICDM Workshops 2019: 303-310 - 2018
- [c16]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman:
Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets. ICDM Workshops 2018: 770-778 - [c15]Richard Tran Mills, Vamsi Sripathi, Jitendra Kumar, Sarat Sreepathi, Forrest M. Hoffman, William W. Hargrove:
Parallel k-Means Clustering of Geospatial Data Sets Using Manycore CPU Architectures. ICDM Workshops 2018: 787-794 - 2017
- [c14]Sarat Sreepathi, Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, Vamsi Sripathi, William W. Hargrove:
Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers. CLUSTER 2017: 267-277 - [c13]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman:
Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion. ICDM Workshops 2017: 322-331 - 2016
- [j5]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Richard J. Norby, Stan D. Wullschleger, Victoria L. Sloan, Colleen M. Iversen:
Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets. Remote. Sens. 8(9): 733 (2016) - 2015
- [c12]Jitendra Kumar, Jon Weiner, William W. Hargrove, Steven P. Norman, Forrest M. Hoffman, Doug Newcomb:
Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDAR. ICDM Workshops 2015: 1478-1485 - 2013
- [j4]Jiafu Mao, Xiaoying Shi, Peter E. Thornton, Forrest M. Hoffman, Zaichun Zhu, Ranga B. Myneni:
Global Latitudinal-Asymmetric Vegetation Growth Trends and Their Driving Mechanisms: 1982-2009. Remote. Sens. 5(3): 1484-1497 (2013) - [c11]Richard Tran Mills, Jitendra Kumar, Forrest M. Hoffman, William W. Hargrove, Joseph P. Spruce, Steven P. Norman:
Identification and Visualization of Dominant Patterns and Anomalies in Remotely Sensed Vegetation Phenology Using a Parallel Tool for Principal Components Analysis. ICCS 2013: 2396-2405 - 2011
- [c10]Forrest M. Hoffman, J. Walter Larson, Richard Tran Mills, Bjørn-Gustaf J. Brooks, Auroop R. Ganguly, William W. Hargrove, Jian Huang, Jitendra Kumar, Ranga Raju Vatsavai:
Data Mining in Earth System Science (DMESS 2011). ICCS 2011: 1450-1455 - [c9]Robert Sisneros, Jian Huang, George Ostrouchov, Forrest M. Hoffman:
Visualizing Life Zone Boundary Sensitivities Across Climate Models and Temporal Spans. ICCS 2011: 1582-1591 - [c8]Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, William W. Hargrove:
Parallel k-Means Clustering for Quantitative Ecoregion Delineation Using Large Data Sets. ICCS 2011: 1602-1611 - [c7]Richard Tran Mills, Forrest M. Hoffman, Jitendra Kumar, William W. Hargrove:
Cluster Analysis-Based Approaches for Geospatiotemporal Data Mining of Massive Data Sets for Identification of Forest Threats. ICCS 2011: 1612-1621 - 2010
- [c6]Forrest M. Hoffman, Richard Tran Mills, Jitendra Kumar, Srinivasa S. Vulli, William W. Hargrove:
Geospatiotemporal data mining in an early warning system for forest threats in the United States. IGARSS 2010: 170-173
2000 – 2009
- 2009
- [c5]Yong Xue, Forrest M. Hoffman, Dingsheng Liu:
GeoComputation 2009. ICCS (2) 2009: 345-348 - [c4]C. Ryan Johnson, Markus Glatter, Wesley Kendall, Jian Huang, Forrest M. Hoffman:
Querying for Feature Extraction and Visualization in Climate Modeling. ICCS (2) 2009: 416-425 - [c3]David Erickson, Jamison Daniel, Melissa Allen, Auroop R. Ganguly, Forrest M. Hoffman, Steven Pawson, Lesley Ott, Eric Neilson:
Data Mining Geophysical Content from Satellites and Global Climate Models. ICDM Workshops 2009: 214-216 - 2006
- [j3]William W. Hargrove, Forrest M. Hoffman, Paul F. Hessburg:
Mapcurves: a quantitative method for comparing categorical maps. J. Geogr. Syst. 8(2): 187-208 (2006) - 2005
- [j2]Forrest M. Hoffman, Mariana Vertenstein, Hideyuki Kitabata, James B. White III:
Vectorizing the Community Land Model. Int. J. High Perform. Comput. Appl. 19(3): 247-260 (2005)
1990 – 1999
- 1999
- [j1]William W. Hargrove, Forrest M. Hoffman:
Using multivariate clustering to characterize ecoregion borders. Comput. Sci. Eng. 1(4): 18-25 (1999) - [c2]Forrest M. Hoffman, William W. Hargrove:
Multivariate Geographic Cluster Using a Beowulf-style Parallel Computer. PDPTA 1999: 1292-1298 - [c1]G. (Kumar) Mahinthakumar, Forrest M. Hoffman, William W. Hargrove, Nicholas T. Karonis:
Multivariate Geographic Clustering in A Metacomputing Environment Using Globus. SC 1999: 5
Coauthor Index
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