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    SDM
    2010
    SIAM
    156views Data Mining» more  SDM 2010»
    Unsupervised Discovery of Abnormal Activity Occurrences in Multi-dimensional Time Series, with Applications in Wearable Systems
    15 years 1 months ago
    Unsupervised Discovery of Abnormal Activity Occurrences in Multi-dimensional Time Series, with Applications in Wearable Systems
    Download  cs.ucla.edu
    We present a method for unsupervised discovery of abnormal occurrences of activities in multi-dimensional time series data. Unsupervised activity discovery approaches differ from ...
    Alireza Vahdatpour, Majid Sarrafzadeh
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    KDD
    2002
    ACM
    182views Data Mining» more  KDD 2002»
    On the need for time series data mining benchmarks: a survey and empirical demonstration
    16 years 5 days ago
    On the need for time series data mining benchmarks: a survey and empirical demonstration
    Download  www.cs.ucr.edu
    In the last decade there has been an explosion of interest in mining time series data. Literally hundreds of papers have introduced new algorithms to index, classify, cluster and s...
    Eamonn J. Keogh, Shruti Kasetty
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    IADIS
    2008
    173views Internet Technology» more  IADIS 2008»
    Data Mining In Non-Stationary Multidimensional Time Series Using A Rule Similarity Measure
    15 years 1 months ago
    Data Mining In Non-Stationary Multidimensional Time Series Using A Rule Similarity Measure
    Download  www.iadis.net
    Time series analysis is a wide area of knowledge that studies processes in their evolution. The classical research in the area tends to find global laws underlying the behaviour o...
    Nikolay V. Filipenkov
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    SIGIR
    1999
    ACM
    144views Information Technology» more  SIGIR 1999»
    Relevance Feedback Retrieval of Time Series Data
    15 years 4 months ago
    Relevance Feedback Retrieval of Time Series Data
    Download  www.ics.uci.edu
    There has been much recent interest in retrieval of time series data. Earlier work has used a fixed similarity metric (e.g., Euclidean distance) to determine the similarity betwee...
    Eamonn J. Keogh, Michael J. Pazzani
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    ICDE
    1999
    IEEE
    209views Database» more  ICDE 1999»
    Efficient Time Series Matching by Wavelets
    16 years 1 months ago
    Efficient Time Series Matching by Wavelets
    Download  infolab.usc.edu
    Time series stored as feature vectors can be indexed by multidimensional index trees like R-Trees for fast retrieval. Due to the dimensionality curse problem, transformations are ...
    Kin-pong Chan, Ada Wai-Chee Fu
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