Name
Title | ||
|---|---|---|
Using Artificial Intelligence Planning to Automate Science Data Analysis for Large Image Databases |
Abstract | ||
|---|---|---|
This paper describes the use of AI planning tech- niques to represent scientific, image processing, and software tool knowledge to automate knowledge discovery and data mining (e.g., science data anal- ysis) of large image databases. In particular, we describe two fielded systems. The Multimission VICAR Planner (MVP) which has been deployed for 2 years and is currently supporting science prod- uct generation for the Galileo mission. MVP has reduced time to fill certain classes of requests from 4 hours to 15 minutes. The Automated SAR Im- age Processing system (ASIP) which is currently in use by the Dept. of Geology at ASU supporting aeolian science analysis of synthetic aperture radar images. ASIP reduces the number of manual inputs in science product generation by 10-fold. |
Year | Venue | Keywords |
|---|---|---|
1997 | KDD | artificial intelligent,ai planning,synthetic aperture radar,data analysis |
Field | DocType | Citations |
Software tool,Data mining,Artificial intelligence planning,Synthetic aperture radar,Computer science,Image processing,Planner,Artificial intelligence,Automated planning and scheduling,Galileo (satellite navigation),Knowledge extraction,Database,Machine learning | Conference | 7 |
PageRank | References | Authors |
1.68 | 5 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Steve A. Chien | 1 | 407 | 58.11 |
| Forest Fisher | 2 | 33 | 6.88 |
| Helen Mortensen | 3 | 20 | 4.59 |
| Edisanter Lo | 4 | 31 | 6.59 |
| Ronald Greeley | 5 | 30 | 7.57 |