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Forrest M. Hoffman

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

16

Venues

6

Active years

1999–2025

Best venue rank

A*

Where they publish

Papers

16 indexed papers, newest first.

YearVenueTitleAuthors
2025ICDMESGF-Assistant: A Domain-Specific Large Language Model for Navigating Earth System Data.Daniel Saedi Nia, Elias C. Massoud, Bharat Sharma, Jitendra Kumar, Nathan Collier, Forrest M. Hoffman
2022ICDMUsing Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes.Bharat Sharma, Jitendra Kumar, Auroop R. Ganguly, Forrest M. Hoffman
2019ICDMDeep Transfer Learning With Field-Based Measurements for Large Area Classification.Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
2019ICDMEvaluating Carbon Extremes in a Coupled Climate-Carbon Cycle Simulation.Min Xu, Salil Mahajan, Forrest M. Hoffman, Xiaoying Shi
2018ICDMWildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets.Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
2018ICDMParallel k-Means Clustering of Geospatial Data Sets Using Manycore CPU Architectures.Richard Tran Mills, Vamsi Sripathi, Jitendra Kumar, Sarat Sreepathi, Forrest M. Hoffman, William W. Hargrove
2017CLUSTERParallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers.Sarat Sreepathi, Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, Vamsi Sripathi, William W. Hargrove
2017ICDMConvolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion.Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
2015ICDMCharacterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDAR.Jitendra Kumar, Jon Weiner, William W. Hargrove, Steven P. Norman, Forrest M. Hoffman, Doug Newcomb
2013ICCSIdentification and Visualization of Dominant Patterns and Anomalies in Remotely Sensed Vegetation Phenology Using a Parallel Tool for Principal Components Analysis.Richard Tran Mills, Jitendra Kumar, Forrest M. Hoffman, William W. Hargrove, Joseph P. Spruce, Steven P. Norman
2010IGARSSGeospatiotemporal data mining in an early warning system for forest threats in the United States.Forrest M. Hoffman, Richard Tran Mills, Jitendra Kumar, Srinivasa S. Vulli, William W. Hargrove
2009ICCSQuerying for Feature Extraction and Visualization in Climate Modeling.C. Ryan Johnson, Markus Glatter, Wesley Kendall, Jian Huang, Forrest M. Hoffman
2009ICCSGeoComputation 2009.Yong Xue, Forrest M. Hoffman, Dingsheng Liu
2009ICDMData Mining Geophysical Content from Satellites and Global Climate Models.David Erickson, Jamison Daniel, Melissa R. Allen, Auroop R. Ganguly, Forrest M. Hoffman, Steven Pawson, Lesley Ott, Eric Neilson
1999PDPTAMultivariate Geographic Cluster Using a Beowulf-style Parallel Computer.Forrest M. Hoffman, William W. Hargrove
1999SCMultivariate Geographic Clustering in A Metacomputing Environment Using Globus.G. (Kumar) Mahinthakumar, Forrest M. Hoffman, William W. Hargrove, Nicholas T. Karonis