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BMCBI
2010
117views more  BMCBI 2010»
14 years 11 months ago
New decoding algorithms for Hidden Markov Models using distance measures on labellings
Background: Existing hidden Markov model decoding algorithms do not focus on approximately identifying the sequence feature boundaries. Results: We give a set of algorithms to com...
Daniel G. Brown 0001, Jakub Truszkowski
PKDD
2009
Springer
102views Data Mining» more  PKDD 2009»
15 years 5 months ago
A Generalization of Forward-Backward Algorithm
Structured prediction has become very important in recent years. A simple but notable class of structured prediction is one for sequences, so-called sequential labeling. For sequen...
Ai Azuma, Yuji Matsumoto
69
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PAKDD
2004
ACM
94views Data Mining» more  PAKDD 2004»
15 years 4 months ago
Clustering Multi-represented Objects with Noise
Abstract. Traditional clustering algorithms are based on one representation space, usually a vector space. However, in a variety of modern applications, multiple representations ex...
Karin Kailing, Hans-Peter Kriegel, Alexey Pryakhin...
ICDE
2009
IEEE
173views Database» more  ICDE 2009»
16 years 20 days ago
Efficient Processing of Warping Time Series Join of Motion Capture Data
Discovering non-trivial matching subsequences from two time series is very useful in synthesizing novel time series. This can be applied to applications such as motion synthesis wh...
Yueguo Chen, Gang Chen, Ke Chen, Beng Chin Ooi
BMCBI
2007
117views more  BMCBI 2007»
14 years 11 months ago
DNA-based watermarks using the DNA-Crypt algorithm
Background: The aim of this paper is to demonstrate the application of watermarks based on DNA sequences to identify the unauthorized use of genetically modified organisms (GMOs) ...
Dominik Heider, Angelika Barnekow