Name
Abstract | ||
|---|---|---|
This paper presents the MBSA algorithm, which uses TreeMap class and a compressed BitSet class in Java. Boolean values are stored in the Bitset. MBSA algorithm scans the transaction database once and further database scans can be replaced by Bitset logical AND operation, which efficiently improves the computation. The MBSA algorithm was applied to crop remote sensing images for association rules mining. Interesting association rules discovered from remote sensing images composed of red, green and blue bands and crop yield is useful for improving crop production. |
Year | DOI | Venue |
|---|---|---|
2005 | 10.1109/IGARSS.2005.1525215 | IGARSS |
Keywords | Field | DocType |
treemap,association rule discovery,image processing,association rule,remote sensing image,crop yield,bitset,crops,treemap class,geophysical signal processing,crop production,bitset logical and operation,data mining,crop remote sensing image,map-based bitset association rule mining,vegetation mapping,transaction database,java,boolean values,association rules,remote sensing,association rule mining | Data mining,Crop production,Logical conjunction,Computer science,Remote sensing,Image processing,Image coding,Association rule learning,Java,Geophysical signal processing,Computation | Conference |
Volume | Issue | ISSN |
2 | 07 | 2153-6996 |
ISBN | Citations | PageRank |
0-7803-9050-4 | 0 | 0.34 |
References | Authors | |
6 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Huang Hongyu | 1 | 4 | 2.07 |
| Huang Duanqiong | 2 | 0 | 0.34 |
| Chongcheng Chen | 3 | 108 | 26.08 |
| Fan Minghui | 4 | 0 | 0.34 |