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» Semi-supervised time series classification
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TMI
2008
136views more  TMI 2008»
13 years 5 months ago
Classification of fMRI Time Series in a Low-Dimensional Subspace With a Spatial Prior
We propose a new method for detecting activation in functional magnetic resonance imaging (fMRI) data. We project the fMRI time series on a low-dimensional subspace spanned by wave...
François G. Meyer, Xilin Shen
ICML
2006
IEEE
14 years 6 months ago
Fast time series classification using numerosity reduction
Many algorithms have been proposed for the problem of time series classification. However, it is clear that one-nearest-neighbor with Dynamic Time Warping (DTW) distance is except...
Xiaopeng Xi, Eamonn J. Keogh, Christian R. Shelton...
CVPR
1999
IEEE
14 years 7 months ago
Time-Series Classification Using Mixed-State Dynamic Bayesian Networks
We present a novel mixed-state dynamic Bayesian network (DBN) framework for modeling and classifying timeseries data such as object trajectories. A hidden Markov model (HMM) of di...
Vladimir Pavlovic, Brendan J. Frey, Thomas S. Huan...
ICPR
2008
IEEE
14 years 6 days ago
Large margin AR model for time series classification
B. Venkataramana B. Kini, C. Chandra Sekhar
AI
2007
Springer
13 years 12 months ago
Recurrent Boosting for Classification of Natural and Synthetic Time-Series Data
Robert D. Vincent, Joelle Pineau, Philip de Guzman...