Fast Algorithms for Projected Clustering.

Charu C. Aggarwal, Cecilia Magdalena Procopiuc, Joel L. Wolf, Philip S. Yu, Jong Soo Park: Fast Algorithms for Projected Clustering. SIGMOD Conference 1999: 61-72
  author    = {Charu C. Aggarwal and
               Cecilia Magdalena Procopiuc and
               Joel L. Wolf and
               Philip S. Yu and
               Jong Soo Park},
  editor    = {Alex Delis and
               Christos Faloutsos and
               Shahram Ghandeharizadeh},
  title     = {Fast Algorithms for Projected Clustering},
  booktitle = {SIGMOD 1999, Proceedings ACM SIGMOD International Conference
               on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania,
  publisher = {ACM Press},
  year      = {1999},
  isbn      = {1-58113-084-8},
  pages     = {61-72},
  ee        = {, db/conf/sigmod/AggarwalPWYP99.html},
  crossref  = {DBLP:conf/sigmod/99},
  bibsource = {DBLP,}


Copyright © 1999 by the ACM, Inc., used by permission. Permission to make digital or hard copies is granted provided that copies are not made or distributed for profit or direct commercial advantage, and that copies show this notice on the first page or initial screen of a display along with the full citation.


CDROM Version: Load the CDROM "DiSC, Volume 2 Number 1" and ...

ACM SIGMOD Anthology

DVD Version: Load ACM SIGMOD Anthology DVD 1" and ... BibTeX

Printed Edition

Alex Delis, Christos Faloutsos, Shahram Ghandeharizadeh (Eds.): SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania, USA. ACM Press 1999, ISBN 1-58113-084-8 BibTeX , SIGMOD Record 28(4)

Online Edition: ACM Digital Library


Rakesh Agrawal, Johannes Gehrke, Dimitrios Gunopulos, Prabhakar Raghavan: Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications. SIGMOD Conference 1998: 94-105 BibTeX
Richard C. Dubes, Anil K. Jain: Clustering Methodologies in Exploratory Data Analysis. Advances in Computers 19: 113-228(1980) BibTeX
Martin Ester, Hans-Peter Kriegel, Xiaowei Xu: A Database Interface for Clustering in Large Spatial Databases. KDD 1995: 94-99 BibTeX
Martin Ester, Hans-Peter Kriegel, Xiaowei Xu: Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification. SSD 1995: 67-82 BibTeX
Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu: A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. KDD 1996: 226-231 BibTeX
Upendra Shardanand, Pattie Maes: Social Information Filtering: Algorithms for Automating "Word of Mouth". CHI 1995: 210-217 BibTeX
Douglas H. Fisher: Knowledge Acquisition via Incremental Conceptual Clustering. Machine Learning 2(2): 139-172(1987) BibTeX
Douglas Fisher: Optimization and Simplification of Hierarchical Clusterings. KDD 1995: 118-123 BibTeX
David Gibson, Jon M. Kleinberg, Prabhakar Raghavan: Clustering Categorical Data: An Approach Based on Dynamical Systems. VLDB 1998: 311-322 BibTeX
Teofilo F. Gonzalez: Clustering to Minimize the Maximum Intercluster Distance. Theor. Comput. Sci. 38: 293-306(1985) BibTeX
Sudipto Guha, Rajeev Rastogi, Kyuseok Shim: CURE: An Efficient Clustering Algorithm for Large Databases. SIGMOD Conference 1998: 73-84 BibTeX
Anil K. Jain, Richard C. Dubes: Algorithms for Clustering Data. Prentice-Hall 1988
L. Kaufman, P. J. Rousseeuw: Finding Groups in Data: An Introduction to Cluster Analysis. John Wiley 1990
Ron Kohavi, Dan Sommerfield: Feature Subset Selection Using the Wrapper Method: Overfitting and Dynamic Search Space Topology. KDD 1995: 192-197 BibTeX
Raymond T. Ng, Jiawei Han: Efficient and Effective Clustering Methods for Spatial Data Mining. VLDB 1994: 144-155 BibTeX
Stefan Berchtold, Christian Böhm, Daniel A. Keim, Hans-Peter Kriegel: A Cost Model For Nearest Neighbor Search in High-Dimensional Data Space. PODS 1997: 78-86 BibTeX
Xiaowei Xu, Martin Ester, Hans-Peter Kriegel, Jörg Sander: A Distribution-Based Clustering Algorithm for Mining in Large Spatial Databases. ICDE 1998: 324-331 BibTeX
Tian Zhang, Raghu Ramakrishnan, Miron Livny: BIRCH: An Efficient Data Clustering Method for Very Large Databases. SIGMOD Conference 1996: 103-114 BibTeX

Referenced by

  1. Kaushik Chakrabarti, Sharad Mehrotra: Local Dimensionality Reduction: A New Approach to Indexing High Dimensional Spaces. VLDB 2000: 89-100
  2. Carlos Ordonez, Paul Cereghini: SQLEM: Fast Clustering in SQL using the EM Algorithm. SIGMOD Conference 2000: 559-570
  3. Charu C. Aggarwal, Philip S. Yu: Finding Generalized Projected Clusters In High Dimensional Spaces. SIGMOD Conference 2000: 70-81
  4. Philip S. Yu: Data Mining and Personalization Technologies. DASFAA 1999: 6-13
ACM SIGMOD Anthology - DBLP: [Home | Search: Author, Title | Conferences | Journals]
ACM SIGMOD Anthology: Copyright © by ACM (, Corrections:
DBLP: Copyright © by Michael Ley (, last change: Sat May 16 23:40:48 2009