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» Marking Time in Sequence Mining
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BMCBI
2004
81views more  BMCBI 2004»
13 years 8 months ago
Few amino acid positions in rpoB are associated with most of the rifampin resistance in Mycobacterium tuberculosis
Background: Mutations in rpoB, the gene encoding the subunit of DNA-dependent RNA polymerase, are associated with rifampin resistance in Mycobacterium tuberculosis. Several studi...
Michael P. Cummings, Mark R. Segal
SIGMOD
2008
ACM
236views Database» more  SIGMOD 2008»
14 years 8 months ago
Approximate embedding-based subsequence matching of time series
A method for approximate subsequence matching is introduced, that significantly improves the efficiency of subsequence matching in large time series data sets under the dynamic ti...
Vassilis Athitsos, Panagiotis Papapetrou, Michalis...
KDD
2003
ACM
194views Data Mining» more  KDD 2003»
14 years 9 months ago
Finding recent frequent itemsets adaptively over online data streams
A data stream is a massive unbounded sequence of data elements continuously generated at a rapid rate. Consequently, the knowledge embedded in a data stream is more likely to be c...
Joong Hyuk Chang, Won Suk Lee
ICDM
2010
IEEE
201views Data Mining» more  ICDM 2010»
13 years 6 months ago
Mining Closed Strict Episodes
Discovering patterns in a sequence is an important aspect of data mining. One popular choice of such patterns are episodes, patterns in sequential data describing events that often...
Nikolaj Tatti, Boris Cule
SDM
2012
SIAM
208views Data Mining» more  SDM 2012»
11 years 11 months ago
Mining Massive Archives of Mice Sounds with Symbolized Representations
Many animals produce long sequences of vocalizations best described as “songs.” In some animals, such as crickets and frogs, these songs are relatively simple and repetitive c...
Jesin Zakaria, Sarah Rotschafer, Abdullah Mueen, K...