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    KDD
    2006
    ACM
    240views Data Mining» more  KDD 2006»
    Adaptive event detection with time-varying poisson processes
    14 years 8 months ago
    Adaptive event detection with time-varying poisson processes
    Download  www.datalab.uci.edu
    Time-series of count data are generated in many different contexts, such as web access logging, freeway traffic monitoring, and security logs associated with buildings. Since this...
    Alexander T. Ihler, Jon Hutchins, Padhraic Smyth
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    CSDA
    2006
    117views more  CSDA 2006»
    Exact maximum likelihood estimation of structured or unit root multivariate time series models
    13 years 7 months ago
    Exact maximum likelihood estimation of structured or unit root multivariate time series models
    Download  www.dms.umontreal.ca
    TheexactlikelihoodfunctionofaGaussianvectorautoregressive-movingaverage(VARMA)model is evaluated in two nonstandard cases: (a) a parsimonious structured form, such as obtained in ...
    Guy Mélard, Roch Roy, Abdessamad Saidi
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    ICMLA
    2008
    244views Machine Learning» more  ICMLA 2008»
    A Bayesian Approach to Switching Linear Gaussian State-Space Models for Unsupervised Time-Series Segmentation
    13 years 9 months ago
    A Bayesian Approach to Switching Linear Gaussian State-Space Models for Unsupervised Time-Series Segmentation
    Download  www.kyb.tuebingen.mpg.de
    Time-series segmentation in the fully unsupervised scenario in which the number of segment-types is a priori unknown is a fundamental problem in many applications. We propose a Ba...
    Silvia Chiappa
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    CVPR
    2007
    IEEE
    168views Computer Vision» more  CVPR 2007»
    On the Blind Classification of Time Series
    14 years 9 months ago
    On the Blind Classification of Time Series
    Download  vision.ucla.edu
    We propose a cord distance in the space of dynamical models that takes into account their dynamics, including transients, output maps and input distributions. In data analysis app...
    Alessandro Bissacco, Stefano Soatto
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    IADIS
    2004
    126views Internet Technology» more  IADIS 2004»
    A note on the distribution of packet arrivals in high-speed data networks
    13 years 9 months ago
    A note on the distribution of packet arrivals in high-speed data networks
    Download  www.newi.ac.uk
    A simple explanation is given of an anomaly often detected in traffic measurement when packet timings are truncated to nearest whole numbers. The correct observed discrete distrib...
    Vic Grout, Stuart Cunningham, Denise Oram, Rich He...
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