72 results on '"Altintas, Ilkay"'
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2. A Science-Enabled Virtual Reality Demonstration to Increase Social Acceptance of Prescribed Burns
3. Towards a Dynamic Composability Approach for using Heterogeneous Systems in Remote Sensing
4. International Workshop on Knowledge Graphs
5. TemPredict: A Big Data Analytical Platform for Scalable Exploration and Monitoring of Personalized Multimodal Data for COVID-19
6. A Community Roadmap for Scientific Workflows Research and Development
7. Expanse: Computing without Boundaries
8. A Tale of Two C’s: Convergence and Composability
9. NeuroKube: An Automated and Autoscaling Neuroimaging Reconstruction Framework using Cloud Native Computing and A.I.
10. Challenges and Opportunities for Composable AI-Integrated Applications at the Digital Continuum: Keynote
11. Workshop 16: SNACS Scalable Networks for Advanced Computing Systems
12. Scaling Deep Learning-Based Analysis of High-Resolution Satellite Imagery with Distributed Processing
13. Understanding a Rapidly Expanding Refugee Camp Using Convolutional Neural Networks and Satellite Imagery
14. Sharing and Archiving Data Science Course Projects to Support Pedagogy for Future Cohorts
15. The Evolution of Bits and Bottlenecks in a Scientific Workflow Trying to Keep Up with Technology: Accelerating 4D Image Segmentation Applied to NASA Data
16. Workflow-Driven Distributed Machine Learning in CHASE-CI: A Cognitive Hardware and Software Ecosystem Community Infrastructure
17. PAISE 2019 Keynote Speaker
18. Land Cover Classification at the Wildland Urban Interface using High-Resolution Satellite Imagery and Deep Learning
19. Deep Learning for Enhancing Fault Tolerant Capabilities of Scientific Workflows
20. Scalable Detection of Rural Schools in Africa Using Convolutional Neural Networks and Satellite Imagery
21. Analytics pipeline for left ventricle segmentation and volume estimation on cardiac MRI using deep learning
22. Application of Deep Learning on Integrating Prediction, Provenance, and Optimization.
23. Automated scalable detection of location-specific Santa Ana conditions from weather data using unsupervised learning
24. A machine learning approach for modular workflow performance prediction
25. Data Hub Architecture for Smart Cities
26. An Unsupervised Deep Learning Approach for Satellite Image Analysis with Applications in Demographic Analysis
27. Research Objects for Interworkability among Global Environmental and Geophysical Data
28. Deep Learning on Operational Facility Data Related to Large-Scale Distributed Area Scientific Workflows
29. Leveraging large sensor streams for robust cloud control
30. A scalable approach for location-specific detection of Santa Ana conditions
31. Determining feature extractors for unsupervised learning on satellite images
32. Data provenance hybridization supporting extreme-scale scientific workflow applications
33. Big data provenance: Challenges, state of the art and opportunities
34. FlowGate
35. A Scalable Data Science Workflow Approach for Big Data Bayesian Network Learning
36. Enhancing Smart Re-run of Kepler Scientific Workflows Based on Near Optimum Provenance Caching in Cloud
37. FlowGate.
38. Workflow-driven programming paradigms for distributed analysis of biological big data
39. MAAMD: A Workflow to Standardize Meta-Analyses of Affymetrix Microarray Data
40. Challenges and approaches for distributed workflow-driven analysis of large-scale biological data
41. Distributed workflow-driven analysis of large-scale biological data using biokepler
42. Provenance for MapReduce-based data-intensive workflows
43. A Physical and Virtual Compute Cluster Resource Load Balancing Approach to Data-Parallel Scientific Workflow Scheduling
44. Extending the Data Model for Data-Centric Metagenomics Analysis Using Scientific Workflows in CAMERA
45. Linking multiple workflow provenance traces for interoperable collaborative science
46. Fault-Tolerance in Dataflow-Based Scientific Workflow Management
47. CAMERA 2.0: A Data-centric Metagenomics Community Infrastructure Driven by Scientific Workflows
48. Monitoring data quality in Kepler
49. Kepler + Hadoop
50. Accelerating Parameter Sweep Workflows by Utilizing Ad-hoc Network Computing Resources: An Ecological Example
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