2024
Streamlined Edge Computing for Fire Science and Management using WIFIRE Edge.
Proceedings of the 20th IEEE International Conference on e-Science, 2024
Towards an Integrated Performance Framework for Fire Science and Management Workflows.
Proceedings of the 24th IEEE International Symposium on Cluster, 2024
Near Real-Time Wildfire Damage Assessment using Aerial Thermal Imagery and Machine Learning.
Proceedings of the IEEE International Conference on Big Data, 2024
2023
Multimodal Wildland Fire Smoke Detection.
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Remote. Sens., 2023
Automating the Evaluation of Datasets for FAIR and CARE Principles.
Proceedings of the 19th IEEE International Conference on e-Science, 2023
TrueTrees: A Scalable Workflow for the Integration of Airborne LiDAR Scanning Data into Fuel Models for Prescribed Fire Simulations.
Proceedings of the 19th IEEE International Conference on e-Science, 2023
Visualization and Labeling of Terrestrial LiDAR Data for Three-Dimensional Fuel Classification.
Proceedings of the 19th IEEE International Conference on e-Science, 2023
2022
Estimation of wildfire wind conditions via perimeter and surface area optimization.
J. Comput. Sci., 2022
Multimodal Wildland Fire Smoke Detection.
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CoRR, 2022
A Science-Enabled Virtual Reality Demonstration to Increase Social Acceptance of Prescribed Burns.
Proceedings of the 18th IEEE International Conference on e-Science, 2022
Machine Learning for Improved Post-fire Debris Flow Likelihood Prediction.
Proceedings of the IEEE International Conference on Big Data, 2022
2021
Improving Wildfire Simulations by Estimation of Wildfire Wind Conditions from Fire Perimeter Measurements.
Proceedings of the Computational Science - ICCS 2021, 2021
2020
Recursive Updates of Wildfire Perimeters Using Barrier Points and Ensemble Kalman Filtering.
Proceedings of the Computational Science - ICCS 2020, 2020
2019
Toward a Methodology and Framework for Workflow-Driven Team Science.
Comput. Sci. Eng., 2019
Towards A Methodology and Framework for Workflow-Driven Team Science.
CoRR, 2019
Workflow-Driven Distributed Machine Learning in CHASE-CI: A Cognitive Hardware and Software Ecosystem Community Infrastructure.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019
Understanding a Rapidly Expanding Refugee Camp Using Convolutional Neural Networks and Satellite Imagery.
Proceedings of the 15th International Conference on eScience, 2019
Scaling Deep Learning-Based Analysis of High-Resolution Satellite Imagery with Distributed Processing.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Enabling FAIR Research in Earth Science through Research Objects.
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CoRR, 2018
Scalable Detection of Rural Schools in Africa Using Convolutional Neural Networks and Satellite Imagery.
Proceedings of the 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion, 2018
Land Cover Classification at the Wildland Urban Interface using High-Resolution Satellite Imagery and Deep Learning.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Modular Resource Centric Learning for Workflow Performance Prediction.
CoRR, 2017
Data Hub Architecture for Smart Cities.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017
Data Assimilation of Wildfires with Fuel Adjustment Factors in farsite using Ensemble Kalman Filtering<sup>*</sup>.
Proceedings of the International Conference on Computational Science, 2017
Firemap: A Dynamic Data-Driven Predictive Wildfire Modeling and Visualization Environment.
Proceedings of the International Conference on Computational Science, 2017
Research Objects for Interworkability among Global Environmental and Geophysical Data.
Proceedings of the 13th IEEE International Conference on e-Science, 2017
An Unsupervised Deep Learning Approach for Satellite Image Analysis with Applications in Demographic Analysis.
Proceedings of the 13th IEEE International Conference on e-Science, 2017
Automated scalable detection of location-specific Santa Ana conditions from weather data using unsupervised learning.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Integrated Machine Learning in the Kepler Scientific Workflow System.
Proceedings of the International Conference on Computational Science 2016, 2016
Natural Language Processing using Kepler Workflow System: First Steps.
Proceedings of the International Conference on Computational Science 2016, 2016
Kepler WebView: A Lightweight, Portable Framework for Constructing Real-time Web Interfaces of Scientific Workflows.
Proceedings of the International Conference on Computational Science 2016, 2016
A scalable approach for location-specific detection of Santa Ana conditions.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Towards an Integrated Cyberinfrastructure for Scalable Data-driven Monitoring, Dynamic Prediction and Resilience of Wildfires.
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Proceedings of the International Conference on Computational Science, 2015
Big data provenance: Challenges, state of the art and opportunities.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2014
Big Data Applications Using Workflows for Data Parallel Computing.
Comput. Sci. Eng., 2014
Workflow as a Service in the Cloud: Architecture and Scheduling Algorithms.
Proceedings of the International Conference on Computational Science, 2014
Progress towards Automated Kepler Scientific Workflows for Computer-aided Drug Discovery and Molecular Simulations.
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Proceedings of the International Conference on Computational Science, 2014
EPiK-a Workflow for Electron Tomography in Kepler.
Proceedings of the International Conference on Computational Science, 2014
2013
Approaches to Distributed Execution of Scientific Workflows in Kepler.
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Fundam. Informaticae, 2013
2012
A Framework for Distributed Data-Parallel Execution in the Kepler Scientific Workflow System.
Proceedings of the International Conference on Computational Science, 2012
Challenges and approaches for distributed workflow-driven analysis of large-scale biological data: vision paper.
Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012
2011
Facilitating e-Science Discovery Using Scientific Workflows on the Grid.
Proceedings of the Guide to e-Science, Next Generation Scientific Research and Discovery, 2011
Provenance for MapReduce-based data-intensive workflows.
Proceedings of the WORKS'11, 2011
2010
Theoretical enzyme design using the Kepler scientific workflows on the Grid.
Proceedings of the International Conference on Computational Science, 2010
Workflows and extensions to the Kepler scientific workflow system to support environmental sensor data access and analysis.
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Ecol. Informatics, 2010
A Fault-Tolerance Architecture for Kepler-Based Distributed Scientific Workflows.
Proceedings of the Scientific and Statistical Database Management, 2010
Fault-Tolerance in Dataflow-Based Scientific Workflow Management.
Proceedings of the 6th World Congress on Services, 2010
Understanding Collaborative Studies through Interoperable Workflow Provenance.
Proceedings of the Provenance and Annotation of Data and Processes, 2010
Monitoring data quality in Kepler.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010
2009
Accelerating Parameter Sweep Workflows by Utilizing Ad-hoc Network Computing Resources: An Ecological Example.
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009
Kepler + Hadoop: a general architecture facilitating data-intensive applications in scientific workflow systems.
Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science, 2009
2008
A Provenance-Based Fault Tolerance Mechanism for Scientific Workflows.
Proceedings of the Provenance and Annotation of Data and Processes, 2008
2006
Using Location Dependence to Manage Mobile Data.
Proceedings of the 3rd Annual International ICST Conference on Mobile and Ubiquitous Systems: Computing, 2006
2003
Application Management Techniques for the Bifrost System.
Proceedings of the 5th IEEE Workshop on Mobile Computing Systems and Applications (WMCSA 2003), 2003