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KDD
2006
ACM
173views Data Mining» more  KDD 2006»
15 years 10 months ago
Robust information-theoretic clustering
How do we find a natural clustering of a real world point set, which contains an unknown number of clusters with different shapes, and which may be contaminated by noise? Most clu...
Christian Böhm, Christos Faloutsos, Claudia P...
KDD
2004
ACM
126views Data Mining» more  KDD 2004»
15 years 10 months ago
Dense itemsets
Frequent itemset mining has been the subject of a lot of work in data mining research ever since association rules were introduced. In this paper we address a problem with frequen...
Heikki Mannila, Jouni K. Seppänen
SIGMOD
2008
ACM
164views Database» more  SIGMOD 2008»
15 years 10 months ago
Relational-style XML query
We study the problem of querying relational data embedded in XML. Relational data can be represented by various tree structures in XML. However, current XML query methods, such as...
Taro L. Saito, Shinichi Morishita
SIGMOD
2008
ACM
107views Database» more  SIGMOD 2008»
15 years 10 months ago
Outlier-robust clustering using independent components
How can we efficiently find a clustering, i.e. a concise description of the cluster structure, of a given data set which contains an unknown number of clusters of different shape ...
Christian Böhm, Christos Faloutsos, Claudia P...
ICFP
2001
ACM
15 years 10 months ago
Recursive Structures for Standard ML
Standard ML is a statically typed programming language that is suited for the construction of both small and large programs. "Programming in the small" is captured by St...
Claudio V. Russo