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IntelliClean: a knowledge-based intelligent data cleaner

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International Conference on Knowledge Discovery and Data Mining archive
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining table of contents

Boston, Massachusetts, United States

Pages: 290 - 294

Year of Publication: 2000

ISBN:1-58113-233-6

Authors

Mong Li Lee	School of Computing, National University of Singapore, 3 Science Drive 2, Singapore 117543
Tok Wang Ling	School of Computing, National University of Singapore, 3 Science Drive 2, Singapore 117543
Wai Lup Low	School of Computing, National University of Singapore, 3 Science Drive 2, Singapore 117543

Sponsors

SIGKDD: ACM Special Interest Group on Knowledge Discovery in Data
AAAI : Am Assoc for Artifical Intelligence
SIGART: ACM Special Interest Group on Artificial Intelligence
SIGMOD: ACM Special Interest Group on Management of Data

Publisher

ACM New York, NY, USA

Bibliometrics

Downloads (6 Weeks): 8, Downloads (12 Months): 68, Citation Count: 13

Additional Information:

references cited by index terms collaborative colleagues

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REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

	1	C. Forgy. Rete: A fast algorithm for the many patterns/many objects match problem. Articial Intelligence, 19(1):17-37, 1982.
	2	E. J. Friedman-Hill. Jess, the java expert system shell, 1999. Available at URL http://herzberg.ca.sandia.gov/jess/.
	3	Joseph C. Giarratano , Gary Riley, Expert Systems: Principles and Programming, PWS Publishing Co., Boston, MA, 1994
	4	Mauricio A. Hernández , Salvatore J. Stolfo, The merge/purge problem for large databases, Proceedings of the 1995 ACM SIGMOD international conference on Management of data, p.127-138, May 22-25, 1995, San Jose, California, United States
	5	Ralph Kimball, Dealing with dirty data, DBMS, v.9 n.10, p.55-60, Sept. 1996
	6	Mong-Li Lee , Tok Wang Ling , Hongjun Lu , Yee Teng Ko, Cleansing Data for Mining and Warehousing, Proceedings of the 10th International Conference on Database and Expert Systems Applications, p.751-760, August 30-September 03, 1999
	7	A. Maydanchik. Challenges of efficient data cleansing. DM Review, September 1999. Available at URL http://www.dmreview.com/editorial/dmreview/ print action.cfm?EdID=1403.
	8	A. E. Monge and C. P. Elkan. An efficient domain-independent algorithm for detecting approximately duplicate database records. In Proceedings of the ACM-SIGMOD Workshop on Research Issues on Knowledge Discovery and Data Mining. Tucson, AZ, 1997.
	9	M. J. Waller. A comparison of two incremental merge/purge strategies. Master Thesis, University of Illinois, 1998.

CITED BY 14

	David M. Pennock , Steve Lawrence , Finn Årup Nielsen , C. Lee Giles, Extracting collective probabilistic forecasts from web games, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, p.174-183, August 26-29, 2001, San Francisco, California
	Xintao Wu , Daniel Barbará, Learning missing values from summary constraints, ACM SIGKDD Explorations Newsletter, v.4 n.1, June 2002
	Lan Yi , Bing Liu , Xiaoli Li, Eliminating noisy information in Web pages for data mining, Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2003, Washington, D.C.
	Hui Han , Lee Giles , Hongyuan Zha , Cheng Li , Kostas Tsioutsiouliklis, Two supervised learning approaches for name disambiguation in author citations, Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries, June 07-11, 2004, Tuscon, AZ, USA
	Hui Han , Wei Xu , Hongyuan Zha , C. Lee Giles, A hierarchical naive Bayes mixture model for name disambiguation in author citations, Proceedings of the 2005 ACM symposium on Applied computing, March 13-17, 2005, Santa Fe, New Mexico
	Hui Han , Hongyuan Zha , C. Lee Giles, Name disambiguation in author citations using a K-way spectral clustering method, Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries, June 07-11, 2005, Denver, CO, USA
	Liang Jin , Chen Li , Nick Koudas , Anthony K. H. Tung, Indexing mixed types for approximate retrieval, Proceedings of the 31st international conference on Very large data bases, August 30-September 02, 2005, Trondheim, Norway
	Liang Jin , Chen Li, Selectivity estimation for fuzzy string predicates in large data sets, Proceedings of the 31st international conference on Very large data bases, August 30-September 02, 2005, Trondheim, Norway
	Xin Dong , Alon Halevy , Jayant Madhavan, Reference reconciliation in complex information spaces, Proceedings of the 2005 ACM SIGMOD international conference on Management of data, June 14-16, 2005, Baltimore, Maryland
	Sam Y. Sung , Zhao Li , Peng Sun, A fast filtering scheme for large database cleansing, Proceedings of the eleventh international conference on Information and knowledge management, November 04-09, 2002, McLean, Virginia, USA
	Liang Jin , Chen Li , Rares Vernica, SEPIA: estimating selectivities of approximate string predicates in large Databases, The VLDB Journal — The International Journal on Very Large Data Bases, v.17 n.5, p.1213-1229, August 2008
	Albert Angel , Chara Lontou , Dieter Pfoser , Alexandros Efentakis, Qualitative geocoding of persistent web pages, Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems, November 05-07, 2008, Irvine, California
	Hui Xiong , Gaurav Pandey , Michael Steinbach , Vipin Kumar, Enhancing Data Analysis with Noise Removal, IEEE Transactions on Knowledge and Data Engineering, v.18 n.3, p.304-319, March 2006
	Lan Yi , Bing Liu, Web page cleaning for web mining through feature weighting, Proceedings of the 18th international joint conference on Artificial intelligence, p.43-48, August 09-15, 2003, Acapulco, Mexico