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» A Localized Algorithm for Parallel Association Mining
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SIGMOD
2010
ACM
196views Database» more  SIGMOD 2010»
14 years 9 months ago
GAIA: graph classification using evolutionary computation
Discriminative subgraphs are widely used to define the feature space for graph classification in large graph databases. Several scalable approaches have been proposed to mine disc...
Ning Jin, Calvin Young, Wei Wang
KDD
2007
ACM
198views Data Mining» more  KDD 2007»
15 years 9 months ago
Applying Link-Based Classification to Label Blogs
In analyzing data from social and communication networks, we encounter the problem of classifying objects where there is an explicit link structure amongst the objects. We study t...
Smriti Bhagat, Graham Cormode, Irina Rozenbaum
HPCC
2007
Springer
15 years 3 months ago
A Data Imputation Model in Sensor Databases
Data missing is a common problem in database query processing, which can cause bias or lead to inefficient analyses, and this problem happens more often in sensor databases. The re...
Nan Jiang
IPPS
2007
IEEE
15 years 3 months ago
An optimistic checkpointing and selective message logging approach for consistent global checkpoint collection in distributed sy
In this paper, we present an asynchronous consistent global checkpoint collection algorithm which prevents contention for network storage at the file server and hence reduces the...
Qiangfeng Jiang, D. Manivannan
SDM
2004
SIAM
162views Data Mining» more  SDM 2004»
14 years 10 months ago
Subspace Clustering of High Dimensional Data
Clustering suffers from the curse of dimensionality, and similarity functions that use all input features with equal relevance may not be effective. We introduce an algorithm that...
Carlotta Domeniconi, Dimitris Papadopoulos, Dimitr...