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» Subsequence Matching on Structured Time Series Data
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APBC
2004
125views Bioinformatics» more  APBC 2004»
13 years 9 months ago
A Dihedral Angle Database of Short Sub-sequences for Protein Structure Prediction
Protein structure prediction is considered to be the holy grail of bioinformatics. Ab initio and homology modelling are two important groups of methods used in protein structure p...
Saravanan Dayalan, Savitri Bevinakoppa, Heiko Schr...
AUSDM
2007
Springer
110views Data Mining» more  AUSDM 2007»
14 years 2 months ago
Useful Clustering Outcomes from Meaningful Time Series Clustering
Clustering time series data using the popular subsequence (STS) technique has been widely used in the data mining and wider communities. Recently the conclusion was made that it i...
Jason Chen
KDD
1997
ACM
213views Data Mining» more  KDD 1997»
14 years 17 days ago
A Probabilistic Approach to Fast Pattern Matching in Time Series Databases
Theproblemof efficiently and accurately locating patterns of interest in massivetimeseries data sets is an important and non-trivial problemin a wide variety of applications, incl...
Eamonn J. Keogh, Padhraic Smyth
SSDBM
2005
IEEE
115views Database» more  SSDBM 2005»
14 years 2 months ago
Using Multi-Scale Histograms to Answer Pattern Existence and Shape Match Queries
Similarity-based querying of time series data can be categorized as pattern existence queries and shape match queries. Pattern existence queries find the time series data with ce...
Lei Chen 0002, M. Tamer Özsu, Vincent Oria
IPMU
2010
Springer
14 years 12 days ago
Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns
This article proposes knowledge-based short-time prediction methods for multivariate streaming time series, relying on the early recognition of local patterns. A parametric, well-i...
Gernot Herbst, Steffen F. Bocklisch