49 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. TemPredict: A Big Data Analytical Platform for Scalable Exploration and Monitoring of Personalized Multimodal Data for COVID-19
5. A Community Roadmap for Scientific Workflows Research and Development
6. A Tale of Two C’s: Convergence and Composability
7. Information-Theoretic Exploration of Multivariate Time-Varying Image Databases.
8. NeuroKube: An Automated and Autoscaling Neuroimaging Reconstruction Framework using Cloud Native Computing and A.I.
9. Challenges and Opportunities for Composable AI-Integrated Applications at the Digital Continuum: Keynote
10. Workshop 16: SNACS Scalable Networks for Advanced Computing Systems
11. Scaling Deep Learning-Based Analysis of High-Resolution Satellite Imagery with Distributed Processing
12. Understanding a Rapidly Expanding Refugee Camp Using Convolutional Neural Networks and Satellite Imagery
13. Sharing and Archiving Data Science Course Projects to Support Pedagogy for Future Cohorts
14. The Evolution of Bits and Bottlenecks in a Scientific Workflow Trying to Keep Up with Technology: Accelerating 4D Image Segmentation Applied to NASA Data
15. Workflow-Driven Distributed Machine Learning in CHASE-CI: A Cognitive Hardware and Software Ecosystem Community Infrastructure
16. PAISE 2019 Keynote Speaker
17. Land Cover Classification at the Wildland Urban Interface using High-Resolution Satellite Imagery and Deep Learning
18. Deep Learning for Enhancing Fault Tolerant Capabilities of Scientific Workflows
19. Scalable Detection of Rural Schools in Africa Using Convolutional Neural Networks and Satellite Imagery
20. Analytics pipeline for left ventricle segmentation and volume estimation on cardiac MRI using deep learning
21. Automated scalable detection of location-specific Santa Ana conditions from weather data using unsupervised learning
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. Deep Learning on Operational Facility Data Related to Large-Scale Distributed Area Scientific Workflows
25. Leveraging large sensor streams for robust cloud control
26. A scalable approach for location-specific detection of Santa Ana conditions
27. Determining feature extractors for unsupervised learning on satellite images
28. Toward a Methodology and Framework for Workflow-Driven Team Science.
29. Data provenance hybridization supporting extreme-scale scientific workflow applications
30. Big data provenance: Challenges, state of the art and opportunities
31. A Scalable Data Science Workflow Approach for Big Data Bayesian Network Learning
32. Enhancing Smart Re-run of Kepler Scientific Workflows Based on Near Optimum Provenance Caching in Cloud
33. Workflow-driven programming paradigms for distributed analysis of biological big data
34. MAAMD: A Workflow to Standardize Meta-Analyses of Affymetrix Microarray Data
35. A Physical and Virtual Compute Cluster Resource Load Balancing Approach to Data-Parallel Scientific Workflow Scheduling
36. Extending the Data Model for Data-Centric Metagenomics Analysis Using Scientific Workflows in CAMERA
37. Linking multiple workflow provenance traces for interoperable collaborative science
38. Fault-Tolerance in Dataflow-Based Scientific Workflow Management
39. CAMERA 2.0: A Data-centric Metagenomics Community Infrastructure Driven by Scientific Workflows
40. Accelerating Parameter Sweep Workflows by Utilizing Ad-hoc Network Computing Resources: An Ecological Example
41. A High-Level Distributed Execution Framework for Scientific Workflows
42. Lifecycle of Scientific Workflows and their Provenance: A Usage Perspective
43. Integrating Data Grid and Web Services for E-Science Applications: A Case Study of Exploring Species Distributions
44. A scientific workflow solution to the archiving of digital media
45. Big Data Applications Using Workflows for Data Parallel Computing.
46. From Molecule to Man: Decision Support in Individualized E-Health.
47. The Computational Chemistry Prototyping Environment.
48. Introduction to scientific workflow management and the Kepler system.
49. Big Data Provenance: Challenges, State of the Art and Opportunities.
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