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PRL
2006
77views more  PRL 2006»
15 years 2 months ago
Wavelet based approach to cluster analysis. Application on low dimensional data sets
In this paper, we present a wavelet based approach which tries to automatically find the number of clusters present in a data set, along with their position and statistical proper...
Xavier Otazu, Oriol Pujol
ISMIS
2011
Springer
14 years 5 months ago
Data Access Paths in Processing of Sets of Frequent Itemset Queries
Abstract. Frequent itemset mining can be regarded as advanced database querying where a user specifies the dataset to be mined and constraints to be satisfied by the discovered i...
Piotr Jedrzejczak, Marek Wojciechowski
202
Voted
ICDE
2003
IEEE
146views Database» more  ICDE 2003»
16 years 3 months ago
Similarity Search in Sets and Categorical Data Using the Signature Tree
Data mining applications analyze large collections of set data and high dimensional categorical data. Search on these data types is not restricted to the classic problems of minin...
Nikos Mamoulis, David W. Cheung, Wang Lian
107
Voted
DALT
2009
Springer
15 years 9 months ago
Reasoning and Planning with Cooperative Actions for Multiagents Using Answer Set Programming
In this paper, we investigate the multiagent planning problem in the presence of cooperative actions and agents, which have their own goals and are willing to cooperate. To this en...
Tran Cao Son, Chiaki Sakama
110
Voted
BIBM
2008
IEEE
145views Bioinformatics» more  BIBM 2008»
15 years 9 months ago
Identifying Interface Elements Implied in Protein-Protein Interactions Using Statistical Tests and Frequent Item Sets
Understanding what are the characteristics of proteinprotein interfaces is at the core of numerous applications. This paper introduces a method in which the proteins are described...
Christine Martin, Antoine Cornuéjols