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» Multiple Alignment of Continuous Time Series
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NIPS
2004
9 years 2 months ago
Multiple Alignment of Continuous Time Series
Multiple realizations of continuous-valued time series from a stochastic process often contain systematic variations in rate and amplitude. To leverage the information contained i...
Jennifer Listgarten, Radford M. Neal, Sam T. Rowei...
ISMIR
2004
Springer
119views Music» more  ISMIR 2004»
9 years 6 months ago
Time Series Alignment for Music Information Retrieval
Time series representations are common in MIR applications such as query-by-humming, where a sung query might be represented by a series of ‘notes’ for database retrieval. Whi...
Norman H. Adams, Mark A. Bartsch, Jonah Shifrin, G...
WILF
2007
Springer
170views Fuzzy Logic» more  WILF 2007»
9 years 7 months ago
Time-Series Alignment by Non-negative Multiple Generalized Canonical Correlation Analysis
Background: Quantitative analysis of differential protein expressions requires to align temporal elution measurements from liquid chromatography coupled to mass spectrometry (LC/M...
Bernd Fischer, Volker Roth, Joachim M. Buhmann
RECOMB
2002
Springer
10 years 1 months ago
A new approach to analyzing gene expression time series data
We present algorithms for time-series gene expression analysis that permit the principled estimation of unobserved timepoints, clustering, and dataset alignment. Each expression p...
Ziv Bar-Joseph, Georg Gerber, David K. Gifford, To...
PKDD
2015
Springer
15views Data Mining» more  PKDD 2015»
3 years 9 months ago
Progressive and Iterative Approaches for Time Series Averaging
Averaging a set of time series is a major topic for many temporal data mining tasks as summarization, extracting prototype or clustering. Time series averaging should deal with the...
Saeid Soheily-Khah, Ahlame Douzal Chouakria, &Eacu...
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