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» Recursive Algorithms of Time Series Observations Recognition
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ICDM
2006
IEEE
193views Data Mining» more  ICDM 2006»
13 years 11 months ago
Feature Subset Selection on Multivariate Time Series with Extremely Large Spatial Features
Several spatio-temporal data collected in many applications, such as fMRI data in medical applications, can be represented as a Multivariate Time Series (MTS) matrix with m rows (...
Hyunjin Yoon, Cyrus Shahabi
EUROCAST
2009
Springer
143views Hardware» more  EUROCAST 2009»
13 years 12 months ago
Fitting Rectangular Signals to Time Series Data by Metaheuristic Algorithms
Abstract. In this work we consider the application of metaheuristic algorithms to the problem of fitting rectangular signals to time-data series. The application background is to ...
Andreas M. Chwatal, Günther R. Raidl
FLAIRS
2001
13 years 6 months ago
Time Series Analysis Using Unsupervised Construction of Hierarchical Classifiers
Recently we have proposed an algorithm of constructing hierarchical neural network classifiers (HNNC), that is based on a modification of error back-propagation. This algorithm co...
S. A. Dolenko, Yu. V. Orlov, I. G. Persiantsev, Ju...
MCS
2008
Springer
13 years 5 months ago
Detecting multiple mean breaks at unknown points in official time series
In this paper, we propose a computationally effective approach to detect multiple structural breaks in the mean occurring at unknown dates. We present a non-parametric approach th...
Carmela Cappelli, Richard N. Penny, William S. Rea...
ICRA
2005
IEEE
150views Robotics» more  ICRA 2005»
13 years 11 months ago
Time Series Action Support by Mobile Robot in Intelligent Environment
— Recent development of information technology is making electric household appliances computerized and networked. If the environments surrounding us could recognize our activiti...
Tsukasa Fukuda, Yasushi Nakauchi, Katsunori Noguch...