A reuse-based spatial data preparation framework for data mining

17th International Conference on Software Engineering and Knowledge Engineering, SEKE 2005

Volumn , Issue , 2005, Pages 649-652

  Bogorny, Vania ^a   Engel, Paulo Martins ^a   Alvares, Luis Otavio ^a  

^a FEDERAL UNIVERSITY OF RIO GRANDE DO SUL   (Brazil)

Author keywords

Data mining; Data preparation framework; Software reuse; Spatial databases

Indexed keywords

DATA PREPARATION; GEOGRAPHIC DATA; LARGE AMOUNTS OF DATA; MINING OPERATIONS; OPEN GIS CONSORTIUMS; SPATIAL DATA MINING; SPATIAL DATABASE; STANDARD DEFINITIONS;

COMPUTER SOFTWARE REUSABILITY; GEOGRAPHIC INFORMATION SYSTEMS; KNOWLEDGE ENGINEERING; QUERY LANGUAGES; SOFTWARE ENGINEERING;

DATA MINING;

EID: 46249126635     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Fayyad U, Piatetsky-Shapiro G and Smyth, P (1996). From data mining to discovery knowledge in databases. AI Magazine, 3(17): 37-54.
2. Adriaans, P. and Zantinge, D (1996). Data mining. Addison Wesley Longman, Harlow, England.
3. Han J, Koperski K., Stefanvic N (1997) GeoMiner: A system prototype for spatial data mining. In Proceedings of the ACM-SIGMOD international conference on Management Of Data (SIGMOD'97) (May 13-15, 1997). ACM Press, Tucson, AR, 553-556.
4. Ester M, Kriegel H-P, Sander J (1997). Spatial Data Mining: A Database Approach. In Proceedings 5th Int. Symposium on Large Spatial Databases (SSD), Berlin, Germany, pp. 47-66.
5. Sattler K, Schallehn E (2001). A Data Preparation Framework based on a Multidatabase Language. In Proceedings of International Database Engineering and Applications Symposium (IDEAS).
6. Malerba D, Esposito F, Lanza A, et al (2000). Discovering spatial knowledge: The INGENS system. In Foundations of Intelligent Systems, 12th International Symposium, (ISMIS), Lecture Notes in Artificial Intelligence, 1932, 40-48, Springer, Berlin, Germany.
7. Open GIS Consortium (1999). OpenGIS simple features specification for SQL. In URL: http://www.opengeospatial.org/docs/99-054.pdf.
8. Elmasri R, Navathe S (2003). Fundamentals of Database Systems. (4) Addison-Wesley.
9. Bogorny, V, Alvares, L O. Geographic Data Representation for Knowledge Discovery. Technical Report. UFRGS-RP 349, Porto Alegre, Brazil, 2005.