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    » Bayesian time series classification
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    FLAIRS
    2000
    148views Artificial Intelligence» more  FLAIRS 2000»
    Inferencing Bayesian Networks from Time Series Data Using Natural Selection
    13 years 8 months ago
    Inferencing Bayesian Networks from Time Series Data Using Natural Selection
    Download  www.aaai.org
    This paper describes a new framework for using natural selection to evolve Bayesian Networks for use in forecasting time series data. It extends current research by introducing a ...
    Andrew J. Novobilski, Farhad Kamangar
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    MIAR
    2006
    IEEE
    147views Medical Imaging» more  MIAR 2006»
    Pulsative Flow Segmentation in MRA Image Series by AR Modeling and EM Algorithm
    14 years 25 days ago
    Pulsative Flow Segmentation in MRA Image Series by AR Modeling and EM Algorithm
    Download  www.atre.t.u-tokyo.ac.jp
    Segmentation of CSF and pulsative blood flow, based on a single phase contrast MRA (PC-MRA) image can lead to imperfect classifications. In this paper, we present a novel automated...
    Ali Gooya, Hongen Liao, Kiyoshi Matsumiya, Ken Mas...
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    BIOCOMP
    2006
    233views Bioinformatics» more  BIOCOMP 2006»
    Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene
    13 years 8 months ago
    Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene
    Download  ww1.ucmss.com
    Exploring gene regulatory network is a key topic in molecular biology. In this paper, we present a new dynamic Bayesian network (DBN) framework embedded with structural expectatio...
    Yu Zhang, Zhidong Deng, Hongshan Jiang, Peifa Jia
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    FLAIRS
    2009
    146views Artificial Intelligence» more  FLAIRS 2009»
    Multiagent Bayesian Forecasting of Time Series with Graphical Models
    13 years 4 months ago
    Multiagent Bayesian Forecasting of Time Series with Graphical Models
    Download  www.cis.uoguelph.ca
    Time series are found widely in engineering and science. We study multiagent forecasting in time series, drawing from literature on time series, graphical models, and multiagent s...
    Yang Xiang, James Smith, Jeff Kroes
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    CSDA
    2006
    116views more  CSDA 2006»
    Bayesian multiscale analysis for time series data
    13 years 6 months ago
    Bayesian multiscale analysis for time series data
    Download  www.math.ntnu.no
    A recently proposed Bayesian multiscale tool for exploratory analysis of time series data is reconsidered and umerous important improvements are suggested. The improvements are in...
    Tor Arne Øigård, Håvard Rue, Fr...
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