Forrest M. Hoffman

Orcid: 0000-0001-5802-4134

According to our database1, Forrest M. Hoffman authored at least 31 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
Automated, Reliable, and Efficient Continental-Scale Replication of 7.3 Petabytes of Climate Simulation Data: A Case Study.
CoRR, 2024

2022
Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2020
Ensemble Machine Learning Approach Improves Predicted Spatial Variation of Surface Soil Organic Carbon Stocks in Data-Limited Northern Circumpolar Region.
Frontiers Big Data, 2020

Automated Integration of Continental-Scale Observations in Near-Real Time for Simulation and Analysis of Biosphere-Atmosphere Interactions.
Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

2019
Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks.
Remote. Sens., 2019

Evaluating Carbon Extremes in a Coupled Climate-Carbon Cycle Simulation.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Deep Transfer Learning With Field-Based Measurements for Large Area Classification.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2018
Parallel k-Means Clustering of Geospatial Data Sets Using Manycore CPU Architectures.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017
Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers.
Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

2016
Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets.
Remote. Sens., 2016

2015
Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDAR.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2013
Global Latitudinal-Asymmetric Vegetation Growth Trends and Their Driving Mechanisms: 1982-2009.
Remote. Sens., 2013

Identification and Visualization of Dominant Patterns and Anomalies in Remotely Sensed Vegetation Phenology Using a Parallel Tool for Principal Components Analysis.
Proceedings of the International Conference on Computational Science, 2013

2011
Visualizing Life Zone Boundary Sensitivities Across Climate Models and Temporal Spans.
Proceedings of the International Conference on Computational Science, 2011

Cluster Analysis-Based Approaches for Geospatiotemporal Data Mining of Massive Data Sets for Identification of Forest Threats.
Proceedings of the International Conference on Computational Science, 2011

Parallel k-Means Clustering for Quantitative Ecoregion Delineation Using Large Data Sets.
Proceedings of the International Conference on Computational Science, 2011

Data Mining in Earth System Science (DMESS 2011).
Proceedings of the International Conference on Computational Science, 2011

Technical assessment and evaluation of environmental models and software: Letter to the Editor.
Environ. Model. Softw., 2011

2010
Geospatiotemporal data mining in an early warning system for forest threats in the United States.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Data Mining Geophysical Content from Satellites and Global Climate Models.
Proceedings of the ICDM Workshops 2009, 2009

GeoComputation 2009.
Proceedings of the Computational Science, 2009

Querying for Feature Extraction and Visualization in Climate Modeling.
Proceedings of the Computational Science, 2009

2008
Web enabled collaborative climate visualization in the Earth System Grid.
Proceedings of the 2008 International Symposium on Collaborative Technologies and Systems, 2008

2006
Mapcurves: a quantitative method for comparing categorical maps.
J. Geogr. Syst., 2006

2005
Vectorizing the Community Land Model.
Int. J. High Perform. Comput. Appl., 2005

1999
Using multivariate clustering to characterize ecoregion borders.
Comput. Sci. Eng., 1999

Parallel computing with Linux.
XRDS, 1999

Multivariate Geographic Clustering in A Metacomputing Environment Using Globus.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1999

Multivariate Geographic Cluster Using a Beowulf-style Parallel Computer.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999


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