Name
Title | ||
|---|---|---|
A Case-Based Reasoning Approach To The Identification Of Materials From Diffraction Patterns |
Abstract | ||
|---|---|---|
X-ray diffractometry, within materials engineering, is a promising area of application for case-based reasoning. A large database of spectral diffraction patterns includes entries with different quality marks; moreover, several diffraction patterns happen to be equivalent, identifying the same material (crystalline phase), even though it also happens, that a spectral diffraction pattern alone would not identify a crystalline phase, and parameters such as density also have to be involved for identification. Current practice in the scanning and processing of so-called powder diffraction files, out of a database of files (formerly cards), calls for improvements of various kinds. Arguably, case-based reasoning is a technique from within AI that appears to exhibit a very interesting potential to make the process of identification less cumbersome. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1080/08839510802700185 | Applied Artificial Intelligence |
Keywords | Field | DocType |
diffraction patterns,large database,diffraction pattern,current practice,interesting potential,case-based reasoning,different quality mark,crystalline phase,x-ray diffractometry,so-called powder diffraction file,spectral diffraction pattern,case-based reasoning approach,powder diffraction,case base reasoning | Data mining,Powder diffraction,Computer science,Case-based reasoning,Diffraction | Journal |
Volume | Issue | ISSN |
23 | 3 | 0883-9514 |
Citations | PageRank | References |
0 | 0.34 | 8 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Giora Kimmel | 1 | 0 | 0.34 |
| Yaakov HaCohen-Kerner | 2 | 188 | 27.25 |
| Ephraim Nissan | 3 | 164 | 21.59 |
| Eugen Berman | 4 | 0 | 0.34 |