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BMCBI
2007
115views more  BMCBI 2007»
15 years 6 months ago
A novel, fast, HMM-with-Duration implementation - for application with a new, pattern recognition informed, nanopore detector
Background: Hidden Markov Models (HMMs) provide an excellent means for structure identification and feature extraction on stochastic sequential data. An HMM-with-Duration (HMMwD) ...
Stephen Winters-Hilt, Carl Baribault
KDD
2004
ACM
182views Data Mining» more  KDD 2004»
16 years 7 months ago
Rotation invariant distance measures for trajectories
For the discovery of similar patterns in 1D time-series, it is very typical to perform a normalization of the data (for example a transformation so that the data follow a zero mea...
Michail Vlachos, Dimitrios Gunopulos, Gautam Das
ICDM
2008
IEEE
120views Data Mining» more  ICDM 2008»
16 years 1 months ago
Anti-monotonic Overlap-Graph Support Measures
In graph mining, a frequency measure is anti-monotonic if the frequency of a pattern never exceeds the frequency of a subpattern. The efficiency and correctness of most graph pat...
Toon Calders, Jan Ramon, Dries Van Dyck
IRI
2003
IEEE
15 years 11 months ago
An Information Model of Virtual Collaboration
Distributed collaboration over the Internet has become increasingly common in recent years, supported by various technologies such as virtual workspace systems. Often such collabo...
Robert P. Biuk-Aghai
WWW
2001
ACM
16 years 7 months ago
Classification Pruning for Web-request Prediction
N-gram and repeating pattern based prediction rules have been used for next-web request prediction. However, there is no rigorous study of how to select the best rule for a given ...
Ian Tian Yi Li, Qiang Yang, Ke Wang