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» Scalable sequential pattern mining for biological sequences
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ICDM
2009
IEEE
173views Data Mining» more  ICDM 2009»
13 years 3 months ago
Discovery of Quantitative Sequential Patterns from Event Sequences
Fumiya Nakagaito, Tomonobu Ozaki, Takenao Ohkawa
KDD
2002
ACM
125views Data Mining» more  KDD 2002»
14 years 6 months ago
Pattern discovery in sequences under a Markov assumption
In this paper we investigate the general problem of discovering recurrent patterns that are embedded in categorical sequences. An important real-world problem of this nature is mo...
Darya Chudova, Padhraic Smyth
CORR
2010
Springer
219views Education» more  CORR 2010»
13 years 5 months ago
Finding Sequential Patterns from Large Sequence Data
Data mining is the task of discovering interesting patterns from large amounts of data. There are many data mining tasks, such as classification, clustering, association rule mini...
Mahdi Esmaeili, Fazekas Gabor
KDD
2006
ACM
156views Data Mining» more  KDD 2006»
14 years 6 months ago
Discovering significant OPSM subspace clusters in massive gene expression data
Order-preserving submatrixes (OPSMs) have been accepted as a biologically meaningful subspace cluster model, capturing the general tendency of gene expressions across a subset of ...
Byron J. Gao, Obi L. Griffith, Martin Ester, Steve...
PKDD
2005
Springer
105views Data Mining» more  PKDD 2005»
13 years 11 months ago
Protein Sequence Pattern Mining with Constraints
Considering the characteristics of biological sequence databases, which typically have a small alphabet, a very long length and a relative small size (several hundreds of sequences...
Pedro Gabriel Ferreira, Paulo J. Azevedo