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    ARTMED
    2002
    92views more  ARTMED 2002»
    Predicting glaucomatous visual field deterioration through short multivariate time series modelling
    14 years 8 days ago
    Predicting glaucomatous visual field deterioration through short multivariate time series modelling
    Download  bura.brunel.ac.uk
    In bio-medical domains there are many applications involving the modelling of multivariate time series (MTS) data. One area that has been largely overlooked so far is the particul...
    Stephen Swift, Xiaohui Liu
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    TSP
    2008
    67views more  TSP 2008»
    Kinematics of Complex-Valued Time Series
    14 years 9 days ago
    Kinematics of Complex-Valued Time Series
    Download  spiral.ic.ac.uk
    The contribution to a stationary complex-valued time series at a single frequency magnitude takes the form of a random ellipse, and its properties such as aspect ratio (which inclu...
    Patrick Rubin-Delanchy, Andrew T. Walden
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    TSMC
    2008
    102views more  TSMC 2008»
    Generalized Cost-Function-Based Forecasting for Periodically Measured Nonstationary Traffic
    14 years 9 days ago
    Generalized Cost-Function-Based Forecasting for Periodically Measured Nonstationary Traffic
    Download  mendota.umkc.edu
    Abstract-- In this paper, we address the issue of forecasting for periodically measured nonstationary traffic based on statistical time series modeling. Often with time series base...
    Balaji Krithikaivasan, Yong Zeng, Deep Medhi
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    TMI
    2008
    136views more  TMI 2008»
    Classification of fMRI Time Series in a Low-Dimensional Subspace With a Spatial Prior
    14 years 9 days ago
    Classification of fMRI Time Series in a Low-Dimensional Subspace With a Spatial Prior
    Download  ecee.colorado.edu
    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
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    TKDE
    2008
    130views more  TKDE 2008»
    Chaotic Time Series Prediction Using a Neuro-Fuzzy System with Time-Delay Coordinates
    14 years 9 days ago
    Chaotic Time Series Prediction Using a Neuro-Fuzzy System with Time-Delay Coordinates
    Download  www.ee.cityu.edu.hk
    Abstract--This paper presents an investigation into the use of the delay coordinate embedding technique in the multi-inputmultioutput-adaptive-network-based fuzzy inference system ...
    Jun Zhang, Henry Shu-Hung Chung, Wai-Lun Lo
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    JBI
    2007
    99views Bioinformatics» more  JBI 2007»
    Knowledge construction from time series data using a collaborative exploration system
    14 years 9 days ago
    Knowledge construction from time series data using a collaborative exploration system
    Download  www.irisa.fr
    This paper deals with the exploration of biomedical multivariate time series to construct typical parameter evolution or scenarios. This task is known to be difficult: the tempora...
    Thomas Guyet, Catherine Garbay, Michel Dojat
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    TKDE
    2008
    158views more  TKDE 2008»
    Hierarchical Clustering of Time-Series Data Streams
    14 years 9 days ago
    Hierarchical Clustering of Time-Series Data Streams
    Download  www.dcc.fc.up.pt
    This paper presents a time series whole clustering system that incrementally constructs a tree-like hierarchy of clusters, using a top-down strategy. The Online Divisive-Agglomera...
    Pedro Pereira Rodrigues, João Gama, Jo&atil...
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    TKDE
    2008
    178views more  TKDE 2008»
    Efficient Similarity Search over Future Stream Time Series
    14 years 9 days ago
    Efficient Similarity Search over Future Stream Time Series
    Download  www.cs.ust.hk
    With the advance of hardware and communication technologies, stream time series is gaining ever-increasing attention due to its importance in many applications such as financial da...
    Xiang Lian, Lei Chen 0002
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    BMCBI
    2005
    120views more  BMCBI 2005»
    Robust detection of periodic time series measured from biological systems
    14 years 9 days ago
    Robust detection of periodic time series measured from biological systems
    Download  www.biomedcentral.com
    Background: Periodic phenomena are widespread in biology. The problem of finding periodicity in biological time series can be viewed as a multiple hypothesis testing of the spectr...
    Miika Ahdesmäki, Harri Lähdesmäki, ...
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    TIT
    2008
    119views more  TIT 2008»
    Asymptotic Properties of the Detrended Fluctuation Analysis of Long-Range-Dependent Processes
    14 years 9 days ago
    Asymptotic Properties of the Detrended Fluctuation Analysis of Long-Range-Dependent Processes
    Download  hal.archives-ouvertes.fr
    In the past few years, a certain number of authors have proposed analysis methods of the time series built from a long range dependence noise. One of these methods is the Detrended...
    Jean-Marc Bardet, Imen Kammoun
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