12.txt

This complete matlab for neural network

发信人: roamingo (漫步鸥), 信区: DataMining
标  题: Re: 哪有好的clustering alg?
发信站: 南京大学小百合站 (Mon Mar 25 13:56:16 2002), 站内信件

I think your problem belongs to the field of "categorical data clustering".

Some works in this fields:

Zhexue Huang. A Fast Clustering Algorithm to Cluster Very Large 
Categorical Data Sets in Data Mining. Workshop on Research Issues 
on Data Mining and Knowledge Discovery, 1997.
http://citeseer.nj.nec.com/huang97fast.html 

E. Han, G. Karypis, V. Kumar, and B. Mobasher. Clustering based 
on association rule hypergraphs. In Proc. of the Workshop on Research 
Issues on Data Mining and Knowledge Discovery, pages 9--13, Tucson, 
Arizona, http://citeseer.nj.nec.com/han97clustering.html 

Sudipto Guha, Rajeev Rastogi, and Kyuseok Shim. ROCK: a robust 
clustering algorithm for categorical attributes. In Proc. of the 
15th Int'l Conf. on Data Eng., 1999.
http://citeseer.nj.nec.com/guha99rock.html 

D. Gibson, J. Kleinberg, P. Raghavan. Clustering Categorical Data: 
An Approach Based on Dynamical Systems. Proc. Of VLDB-98. 1998.
http://citeseer.nj.nec.com/gibson98clustering.html 

Venkatesh Ganti, Johannes Gehrke, and Raghu Ramakrishnan. 
CACTUS--clustering categorical data using summaries. In Proc. fifth 
ACM SIGKDD International Conference on Knowledge Discovery and Data 
Mining, pages 73--83.
http://citeseer.nj.nec.com/ganti99cactus.html

K. Wang, C. Xu, and B Liu. Clustering transactions using large items.
CIKM-99, 1999. http://citeseer.nj.nec.com/wang99clustering.html 

Valerie Guralnik and George Karypis. A Scalable Algorithm for Clustering 
Sequential Data. 1st IEEE Conference on Data Mining (2001) 
http://citeseer.nj.nec.com/444787.html

【 在 helloboy (hello) 的大作中提到: 】
: 主要是处理关系数据库和web log数据的clustering.

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