5441337058

5441337058



ASSOCIATION METHODS IN DATA CLEANING


ŁUKASZ CISZAK: APPLICATION OF CLUSTERING.

[4]    T. Churches. P. Chrislen, K. Lim, J. Xi Zliu "Preparation of naine and address dala for record linkage using hidden Markov models BMC Medical Informalics and Decision Making, 2,2002

[5]    W. Cohen. P. Ravikuinar. S. Fienberg “A Comparison of String Dislance Melrics for Name-Malching Tasks" in Proceedings of llie 1JCAI-2003

|6] W. Cohen "Integration of Helerogeneous Dalabases wilhoul Common Domains Using Queries Based Textual Similarity” in Proceedmgs of llie 1998 ACM S1GMOD i niema li ona I conference on Management of data pp. 201-212

[7] M. Esler. H. Kriegel, J. Sander, X. Xu ”A Densily-Based Algorithm for Discovering Clusters in Large Spalial Dalabases with Noisc" in Proceedings of llie Second International Conference on Knowledge Discovery and Data Mining

|8] B. Fung. K. Wang, M. Ester, F, Fraser “Hierarchical Document Clustering” hltp:/Av\vw.cs.sfu.ca/--esler/papers/Encyclopedia.pdf

[9]    T. Herzog. F. Scheuren. W. Winkler Data Quality and Record Linkage Techniques New York: Springer Science+Business Media. 234pp.. ISBN: 978-0-387-69502-0

[10]    R. Kimball. M. Ross The Data 11'areliouse Toolkit: The Complete Guide to Dimensional Modeling Wiley. John & Sons. Incorporated. 464pp, ISBN-13: 9780471200246

[11]    R. Kimball. J. Caserta The Data 11'areliouse ETL Toolkit: Practical Techniąues for Extracting. Cleaning, Conforming, and Deliuering Data Wiley, John & Sons, Incorporated. 525pp. ISBN-13: 9780764567575

112]    M. Lee, T. Ling. W. Low "IwelliCIcan: A know ledge-based intclligcnt data cleaner” in Proceedings of llie sixth ACM S1GKDD International conference on Knowledge discovery and data mining. pp.290-294

113]    A. May dane hik Data Qualily Assessment Technics Publications. 336pp, ISBN-13: 9780977140022

[14]    E. Rahm, H.Do "Data Cleaning. Problems and Ctirrenl Approaches”

in IEEE Bulletin of the Technical Committee on Data Engineering. VoI 23 No. 4. December 2000

[15]    P. Ravikumar. W. Cohen "A Hierarchical Graphical Model for Record Linkage” in Proceedings of the 20lh conference on Uncertainty in arlificial intelligence

[16]    K. Ward Clmrcli "Stochastic Parts Program and Noun Phrasc Parser for Unrestricted Text” in Proceedings of the Second Conference on Applied NaturaI Language Processing

[17]    J. Webb "Association Rules” in The Handbook of Dala Mining Nong-Ye(Ed) Lawrencc Erlbaum Associates. Inc.. ISBN-13: 9780805855630, 724pp, pp 25-39

[18]    W. Winkler "Advanced Methods For Record Linkage” in

Proceedings of the Seclion on Survey Research Methods . American Statislical Association , pp 467-472

[19]    W. Winkler "The State of Record Linkage and Currenl Research Problems” in Proceedings of the Survey Methods Seclion, Statislical Society of Canada, pp 73-80



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