Database systems research on data mining

Proceedings of the ACM SIGMOD International Conference on Management of Data

Volumn , Issue , 2010, Pages 1253-1254

  Ordonez, Carlos ^a   García García, Javier ^b  

^a UNIVERSITY OF HOUSTON   (United States)

^b UNIVERSIDAD NACIONAL AUTÓNOMA DE MÉXICO   (Mexico)

Author keywords

dbms; mapreduce; sql; statistical model; udf

Indexed keywords

LARGE DATASETS; LARGE-SCALE PROCESSING; MACHINE-LEARNING; RESEARCH AREAS; RESEARCH ISSUES; STATISTICAL MODELS; STORAGE MECHANISM;

DATA STRUCTURES; DATABASE SYSTEMS; RESEARCH; STRUCTURAL OPTIMIZATION;

DATA MINING;

EID: 77954734412     PISSN: 07308078     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1807167.1807335     Document Type: Conference Paper

References (4)

1. J. Han and M. Kamber. Data Mining: Concepts and Techniques. Morgan Kaufmann, San Francisco, 2nd edition, 2006.
2. C. Ordonez. Integrating K-means clustering with a relational DBMS using SQL. IEEE Transactions on Knowledge and Data Engineering (TKDE), 18(2):188-201, 2006.
3. C. Ordonez. Statistical model computation with UDFs. IEEE Transactions on Knowledge and Data Engineering (TKDE), 22, 2010.
4. M. Stonebraker, D. Abadi, D.J. DeWitt, S. Madden, E. Paulson, A. Pavlo, and A. Rasin. MapReduce and parallel DBMSs: friends or foes? Commun. ACM, 53(1):64-71, 2010.