45 results on '"Crawl, Daniel"'
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2. Improving Wildfire Simulations by Estimation of Wildfire Wind Conditions from Fire Perimeter Measurements
3. Recursive Updates of Wildfire Perimeters Using Barrier Points and Ensemble Kalman Filtering
4. Multimodal Wildland Fire Smoke Detection
5. Machine Learning for Improved Post-fire Debris Flow Likelihood Prediction
6. A Science-Enabled Virtual Reality Demonstration to Increase Social Acceptance of Prescribed Burns
7. Estimation of wildfire wind conditions via perimeter and surface area optimization
8. Scientific workflows for the geosciences: An emerging approach to building integrated data analysis systems
9. Facilitating e-Science Discovery Using Scientific Workflows on the Grid
10. A Fault-Tolerance Architecture for Kepler-Based Distributed Scientific Workflows
11. Understanding Collaborative Studies through Interoperable Workflow Provenance
12. A Provenance-Based Fault Tolerance Mechanism for Scientific Workflows
13. Scaling Deep Learning-Based Analysis of High-Resolution Satellite Imagery with Distributed Processing
14. Understanding a Rapidly Expanding Refugee Camp Using Convolutional Neural Networks and Satellite Imagery
15. Enabling FAIR research in Earth Science through research objects
16. Toward a Methodology and Framework for Workflow-Driven Team Science
17. Workflow-Driven Distributed Machine Learning in CHASE-CI: A Cognitive Hardware and Software Ecosystem Community Infrastructure
18. Land Cover Classification at the Wildland Urban Interface using High-Resolution Satellite Imagery and Deep Learning
19. Scalable Detection of Rural Schools in Africa Using Convolutional Neural Networks and Satellite Imagery
20. Automated scalable detection of location-specific Santa Ana conditions from weather data using unsupervised learning
21. Data Hub Architecture for Smart Cities
22. An Unsupervised Deep Learning Approach for Satellite Image Analysis with Applications in Demographic Analysis
23. Research Objects for Interworkability among Global Environmental and Geophysical Data
24. Firemap: A Dynamic Data-Driven Predictive Wildfire Modeling and Visualization Environment
25. Data Assimilation of Wildfires with Fuel Adjustment Factors in farsite using Ensemble Kalman Filtering * *This work is funded by NSF 1331615 under CI, Information Technology Research and SEES Hazards programs
26. A scalable approach for location-specific detection of Santa Ana conditions
27. Natural Language Processing Using Kepler Workflow System: First Steps
28. Kepler WebView: A Lightweight, Portable Framework for Constructing Real-time Web Interfaces of Scientific Workflows
29. Integrated Machine Learning in the Kepler Scientific Workflow System
30. Big data provenance: Challenges, state of the art and opportunities
31. Big Data Applications Using Workflows for Data Parallel Computing
32. Workflow as a Service in the Cloud: Architecture and Scheduling Algorithms
33. Progress towards Automated Kepler Scientific Workflows for Computer-aided Drug Discovery and Molecular Simulations
34. EPiK-a Workflow for Electron Tomography in Kepler1
35. Challenges and approaches for distributed workflow-driven analysis of large-scale biological data
36. A Framework for Distributed Data-Parallel Execution in the Kepler Scientific Workflow System
37. Provenance for MapReduce-based data-intensive workflows
38. Fault-Tolerance in Dataflow-Based Scientific Workflow Management
39. Monitoring data quality in Kepler
40. Theoretical enzyme design using the Kepler scientific workflows on the Grid
41. Workflows and extensions to the Kepler scientific workflow system to support environmental sensor data access and analysis
42. Kepler + Hadoop
43. Accelerating Parameter Sweep Workflows by Utilizing Ad-hoc Network Computing Resources: An Ecological Example
44. Using Location Dependence to Manage Mobile Data
45. Using Location Dependence to Manage Mobile Data
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