Data Mining and the Web: Past, Present and Future.

@inproceedings{DBLP:conf/widm/GarofalakisRSS99,
  author    = {Minos N. Garofalakis and
               Rajeev Rastogi and
               S. Seshadri and
               Kyuseok Shim},
  editor    = {Cyrus Shahabi},
  title     = {Data Mining and the Web: Past, Present and Future},
  booktitle = {ACM CIKM'99 2nd Workshop on Web Information and Data Management
               (WIDM'99), Kansas City, Missouri, USA, November 5-6, 1999},
  publisher = {ACM},
  year      = {1999},
  pages     = {43-47},
  ee        = {db/conf/widm/GarofalakisRSS99.html, http://doi.acm.org/10.1145/319759.319781},
  crossref  = {DBLP:conf/widm/99},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

ACM SIGMOD Anthology

• Windows: Click the letter of your CD drive
  A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
• Mac: Click here
• UNIX/LINUX: mount the CD and click on the path of your mount point:
  /Anthology/An2-4 or /cdrom

• Windows: Click the letter of your CD drive
  A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
• Mac: Click here
• UNIX/LINUX: mount the DVD and click on the path of your mount point:
  /Anthology/aDVD1 or /dvd

Printed Edition

Online Edition

References

[1]

Rakesh Agrawal, Tomasz Imielinski, Arun N. Swami: Mining Association Rules between Sets of Items in Large Databases. SIGMOD Conference 1993: 207-216 BibTeX

[2]

Rakesh Agrawal, Ramakrishnan Srikant: Fast Algorithms for Mining Association Rules in Large Databases. VLDB 1994: 487-499 BibTeX

[3]

Soumen Chakrabarti, Byron Dom, Piotr Indyk: Enhanced Hypertext Categorization Using Hyperlinks. SIGMOD Conference 1998: 307-318 BibTeX

[4]

Alin Deutsch, Mary F. Fernández, Dan Suciu: Storing Semistructured Data with STORED. SIGMOD Conference 1999: 431-442 BibTeX

[5]

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

[6]

Minos N. Garofalakis, Rajeev Rastogi, Kyuseok Shim: SPIRIT: Sequential Pattern Mining with Regular Expression Constraints. VLDB 1999: 223-234 BibTeX

[7]

Johannes Gehrke, Venkatesh Ganti, Raghu Ramakrishnan, Wei-Yin Loh: BOAT-Optimistic Decision Tree Construction. SIGMOD Conference 1999: 169-180 BibTeX

[8]

Johannes Gehrke, Raghu Ramakrishnan, Venkatesh Ganti: RainForest - A Framework for Fast Decision Tree Construction of Large Datasets. VLDB 1998: 416-427 BibTeX

[9]

Sudipto Guha, Rajeev Rastogi, Kyuseok Shim: ROCK: A Robust Clustering Algorithm for Categorical Attributes. ICDE 1999: 512-521 BibTeX

[10]

Sudipto Guha, Rajeev Rastogi, Kyuseok Shim: CURE: An Efficient Clustering Algorithm for Large Databases. SIGMOD Conference 1998: 73-84 BibTeX

[11]

Anil K. Jain, Richard C. Dubes: Algorithms for Clustering Data. Prentice-Hall 1988
BibTeX

[12]

Jon M. Kleinberg: Authoritative Sources in a Hyperlinked Environment. SODA 1998: 668-677 BibTeX

[13]

Edwin M. Knorr, Raymond T. Ng: Algorithms for Mining Distance-Based Outliers in Large Datasets. VLDB 1998: 392-403 BibTeX

[14]

Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins: Extracting Large-Scale Knowledge Bases from the Web. VLDB 1999: 639-650 BibTeX

[15]

Manish Mehta, Jorma Rissanen, Rakesh Agrawal: MDL-Based Decision Tree Pruning. KDD 1995: 216-221 BibTeX

[16]

Svetlozar Nestorov, Serge Abiteboul, Rajeev Motwani: Extracting Schema from Semistructured Data. SIGMOD Conference 1998: 295-306 BibTeX

[17]

Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han, Alex Pang: Exploratory Mining and Pruning Optimizations of Constrained Association Rules. SIGMOD Conference 1998: 13-24 BibTeX

[18]

Raymond T. Ng, Jiawei Han: Efficient and Effective Clustering Methods for Spatial Data Mining. VLDB 1994: 144-155 BibTeX

[19]

Jong Soo Park, Ming-Syan Chen, Philip S. Yu: An Effective Hash Based Algorithm for Mining Association Rules. SIGMOD Conference 1995: 175-186 BibTeX

[20]

Rajeev Rastogi, Kyuseok Shim: PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning. VLDB 1998: 404-415 BibTeX

[21]

Hanan Samet: The Design and Analysis of Spatial Data Structures. Addison-Wesley 1990
BibTeX

[22]

Ashok Savasere, Edward Omiecinski, Shamkant B. Navathe: An Efficient Algorithm for Mining Association Rules in Large Databases. VLDB 1995: 432-444 BibTeX

[23]

John C. Shafer, Rakesh Agrawal, Manish Mehta: SPRINT: A Scalable Parallel Classifier for Data Mining. VLDB 1996: 544-555 BibTeX

[24]

Jayavel Shanmugasundaram, Kristin Tufte, Chun Zhang, Gang He, David J. DeWitt, Jeffrey F. Naughton: Relational Databases for Querying XML Documents: Limitations and Opportunities. VLDB 1999: 302-314 BibTeX

[25]

Hannu Toivonen: Sampling Large Databases for Association Rules. VLDB 1996: 134-145 BibTeX

[26]

Tian Zhang, Raghu Ramakrishnan, Miron Livny: BIRCH: An Efficient Data Clustering Method for Very Large Databases. SIGMOD Conference 1996: 103-114 BibTeX