Daniel Crawl

Shreyas Anantha Ramaprasad

J. Comput. Sci., 2022

Multimodal Wildland Fire Smoke Detection.

[BibT_eX]

[DOI]

Siddhant Baldota

CoRR, 2022

A Science-Enabled Virtual Reality Demonstration to Increase Social Acceptance of Prescribed Burns.

[BibT_eX]

[DOI]

Isaac Nealey

Daniela Encinas Pacheco

Proceedings of the 18th IEEE International Conference on e-Science, 2022

Machine Learning for Improved Post-fire Debris Flow Likelihood Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Improving Wildfire Simulations by Estimation of Wildfire Wind Conditions from Fire Perimeter Measurements.

[BibT_eX]

[DOI]

Li Tan

Jessica Block

Proceedings of the Computational Science - ICCS 2021, 2021

2020

Recursive Updates of Wildfire Perimeters Using Barrier Points and Ensemble Kalman Filtering.

[BibT_eX]

[DOI]

Abhishek Subramanian

Li Tan

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Toward a Methodology and Framework for Workflow-Driven Team Science.

[BibT_eX]

[DOI]

Comput. Sci. Eng., 2019

Towards A Methodology and Framework for Workflow-Driven Team Science.

[BibT_eX]

[DOI]

CoRR, 2019

Workflow-Driven Distributed Machine Learning in CHASE-CI: A Cognitive Hardware and Software Ecosystem Community Infrastructure.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on eScience, 2019

Scaling Deep Learning-Based Analysis of High-Resolution Satellite Imagery with Distributed Processing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Enabling FAIR Research in Earth Science through Research Objects.

[BibT_eX]

[DOI]

CoRR, 2018

Scalable Detection of Rural Schools in Africa Using Convolutional Neural Networks and Satellite Imagery.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Modular Resource Centric Learning for Workflow Performance Prediction.

[BibT_eX]

[DOI]

CoRR, 2017

Data Hub Architecture for Smart Cities.

[BibT_eX]

[DOI]

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>.

[BibT_eX]

[DOI]

Thayjes Srivas

Proceedings of the International Conference on Computational Science, 2017

Firemap: A Dynamic Data-Driven Predictive Wildfire Modeling and Visualization Environment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2017

Research Objects for Interworkability among Global Environmental and Geophysical Data.

[BibT_eX]

[DOI]

José Manuél Gómez-Pérez

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Integrated Machine Learning in the Kepler Scientific Workflow System.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science 2016, 2016

Natural Language Processing using Kepler Workflow System: First Steps.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Alok Singh

Proceedings of the International Conference on Computational Science 2016, 2016

A scalable approach for location-specific detection of Santa Ana conditions.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Jessica Block

Proceedings of the International Conference on Computational Science, 2015

Big data provenance: Challenges, state of the art and opportunities.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Comput. Sci. Eng., 2014

Workflow as a Service in the Cloud: Architecture and Scheduling Algorithms.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2014

Progress towards Automated Kepler Scientific Workflows for Computer-aided Drug Discovery and Molecular Simulations.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2014

EPiK-a Workflow for Electron Tomography in Kepler.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2014

2013

Approaches to Distributed Execution of Scientific Workflows in Kepler.

[BibT_eX]

[DOI]

Isabel Campos Plasencia

Fundam. Informaticae, 2013

2012

A Framework for Distributed Data-Parallel Execution in the Kepler Scientific Workflow System.

[BibT_eX]

[DOI]

Jianwu Wang

Proceedings of the International Conference on Computational Science, 2012

Challenges and approaches for distributed workflow-driven analysis of large-scale biological data: vision paper.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Guide to e-Science, Next Generation Scientific Research and Discovery, 2011

Provenance for MapReduce-based data-intensive workflows.

[BibT_eX]

[DOI]

Jianwu Wang

Proceedings of the WORKS'11, 2011

2010

Theoretical enzyme design using the Kepler scientific workflows on the Grid.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Ecol. Informatics, 2010

A Fault-Tolerance Architecture for Kepler-Based Distributed Scientific Workflows.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2010

Fault-Tolerance in Dataflow-Based Scientific Workflow Management.

[BibT_eX]

[DOI]

Proceedings of the 6th World Congress on Services, 2010

Understanding Collaborative Studies through Interoperable Workflow Provenance.

[BibT_eX]

[DOI]

Proceedings of the Provenance and Annotation of Data and Processes, 2010

Monitoring data quality in Kepler.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Congress on Services, Part I, 2009

Kepler + Hadoop: a general architecture facilitating data-intensive applications in scientific workflow systems.

[BibT_eX]

[DOI]

Jianwu Wang

Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science, 2009

2008

A Provenance-Based Fault Tolerance Mechanism for Scientific Workflows.

[BibT_eX]

[DOI]