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    ICDM
    2005
    IEEE
    146views Data Mining» more  ICDM 2005»
    On the Stationarity of Multivariate Time Series for Correlation-Based Data Analysis
    14 years 1 months ago
    On the Stationarity of Multivariate Time Series for Correlation-Based Data Analysis
    Download  infolab.usc.edu
    Multivariate time series (MTS) data sets are common in various multimedia, medical and financial application domains. These applications perform several data-analysis operations ...
    Kiyoung Yang, Cyrus Shahabi
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    ESANN
    2007
    152views Neural Networks» more  ESANN 2007»
    Causality analysis of LFPs in micro-electrode arrays based on mutual information
    13 years 9 months ago
    Causality analysis of LFPs in micro-electrode arrays based on mutual information
    Download  www.dice.ucl.ac.be
    Since perceptual and motor processes in the brain are the result of interactions between neurons, layers and areas, a lot of attention has been directed towards the development of...
    Nikolay V. Manyakov, Marc M. Van Hulle
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    KDD
    2012
    ACM
    257views Data Mining» more  KDD 2012»
    Aggregating web offers to determine product prices
    11 years 10 months ago
    Aggregating web offers to determine product prices
    Download  www.sunshinedot.com
    Historical prices are important information that can help consumers decide whether the time is right to buy a product. They provide both a context to the users, and facilitate the...
    Rakesh Agrawal, Samuel Ieong
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    ICDE
    2005
    IEEE
    185views Database» more  ICDE 2005»
    A Multiresolution Symbolic Representation of Time Series
    14 years 9 months ago
    A Multiresolution Symbolic Representation of Time Series
    Download  knight.cis.temple.edu
    Efficiently and accurately searching for similarities among time series and discovering interesting patterns is an important and non-trivial problem. In this paper, we introduce a...
    Vasileios Megalooikonomou, Qiang Wang, Guo Li, Chr...
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    NC
    2006
    132views Neural Networks» more  NC 2006»
    Learning short multivariate time series models through evolutionary and sparse matrix computation
    13 years 7 months ago
    Learning short multivariate time series models through evolutionary and sparse matrix computation
    Download  bura.brunel.ac.uk
    Multivariate Time Series (MTS) data are widely available in different fields including medicine, finance, bioinformatics, science and engineering. Modelling MTS data accurately is...
    Stephen Swift, Joost N. Kok, Xiaohui Liu
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