Forrest M. Hoffman

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 12

Top Topics

Transfer Learning

Convolutional Neural Networks

Geospatial Data

Top Venues

Publications

Lukasz Lacinski, Lee Liming, Steven Turoscy, Cameron Harr, Kyle Chard, Eli Dart, Paul Durack, Sasha Ames, Forrest M. Hoffman, Ian T. Foster
Automated, Reliable, and Efficient Continental-Scale Replication of 7.3 Petabytes of Climate Simulation Data: A Case Study. CoRR (2024)
Bharat Sharma, Jitendra Kumar, Auroop R. Ganguly, Forrest M. Hoffman
Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes. ICDM (Workshops) (2022)
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 (2020)
David J. Durden, Stefan Metzger, Housen Chu, Nathan Collier, Kenneth J. Davis, Ankur R. Desai, Jitendra Kumar, William R. Wieder, Min Xu, Forrest M. Hoffman
Automated Integration of Continental-Scale Observations in Near-Real Time for Simulation and Analysis of Biosphere-Atmosphere Interactions. SMC (2020)
Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
Deep Transfer Learning With Field-Based Measurements for Large Area Classification. ICDM Workshops (2019)
Min Xu, Salil Mahajan, Forrest M. Hoffman, Xiaoying Shi
Evaluating Carbon Extremes in a Coupled Climate-Carbon Cycle Simulation. ICDM Workshops (2019)
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) (2019)
Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets. ICDM Workshops (2018)
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)
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)
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)
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) (2016)
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)
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)
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) (2013)
Robert Sisneros, Jian Huang, George Ostrouchov, Forrest M. Hoffman
Visualizing Life Zone Boundary Sensitivities Across Climate Models and Temporal Spans. ICCS (2011)
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)
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)
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)
G. A. Alexandrov, Daniel P. Ames, Gianni Bellocchi, Michael Bruen, Neil Crout, Marina G. Erechtchoukova, Anke Hildebrandt, Forrest M. Hoffman, C. Jackisch, Peter A. Khaiter, Giorgio Mannina, Tsuneo Matsunaga, S. Thomas Purucker, M. Rivington, Luis Samaniego
Technical assessment and evaluation of environmental models and software: Letter to the Editor. Environ. Model. Softw. 26 (3) (2011)
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)
David Erickson, Jamison Daniel, Melissa R. 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)
C. Ryan Johnson, Markus Glatter, Wesley Kendall, Jian Huang, Forrest M. Hoffman
Querying for Feature Extraction and Visualization in Climate Modeling. ICCS (2) (2009)
Yong Xue, Forrest M. Hoffman, Dingsheng Liu
GeoComputation 2009. ICCS (2) (2009)
Wesley Kendall, Markus Glatter, Jian Huang, Forrest M. Hoffman, David E. Bernholdt
Web enabled collaborative climate visualization in the Earth System Grid. CTS (2008)
William W. Hargrove, Forrest M. Hoffman, Paul F. Hessburg
Mapcurves: a quantitative method for comparing categorical maps. J. Geogr. Syst. 8 (2) (2006)
Forrest M. Hoffman, Mariana Vertenstein, Hideyuki Kitabata, James B. White III
Vectorizing the Community Land Model. Int. J. High Perform. Comput. Appl. 19 (3) (2005)
Forrest M. Hoffman, William W. Hargrove
Parallel computing with Linux. XRDS 6 (1) (1999)
Forrest M. Hoffman, William W. Hargrove
Multivariate Geographic Cluster Using a Beowulf-style Parallel Computer. PDPTA (1999)
William W. Hargrove, Forrest M. Hoffman
Using multivariate clustering to characterize ecoregion borders. Comput. Sci. Eng. 1 (4) (1999)
G. (Kumar) Mahinthakumar, Forrest M. Hoffman, William W. Hargrove, Nicholas T. Karonis
Multivariate Geographic Clustering in A Metacomputing Environment Using Globus. SC (1999)