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    » Dynamic simulation for time series modeling
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    WSC
    2007
    139views Modeling And Simulation» more  WSC 2007»
    Folded standardized time series area variance estimators for simulation
    13 years 11 months ago
    Folded standardized time series area variance estimators for simulation
    Download  www.informs-sim.org
    We estimate the variance parameter of a stationary simulation-generated process using “folded” versions of standardized time series area estimators. We formulate improved vari...
    Claudia Antonini, Christos Alexopoulos, David Gold...
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    AINA
    2008
    IEEE
    279views Computer Networks» more  AINA 2008»
    Missing Value Estimation for Time Series Microarray Data Using Linear Dynamical Systems Modeling
    14 years 3 months ago
    Missing Value Estimation for Time Series Microarray Data Using Linear Dynamical Systems Modeling
    Download  tintin.sfsu.edu
    The analysis of gene expression time series obtained from microarray experiments can be effectively exploited to understand a wide range of biological phenomena from the homeostat...
    Connie Phong, Raul Singh
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    PKDD
    2009
    Springer
    155views Data Mining» more  PKDD 2009»
    Dynamic Factor Graphs for Time Series Modeling
    14 years 3 months ago
    Dynamic Factor Graphs for Time Series Modeling
    Download  cs.nyu.edu
    Abstract. This article presents a method for training Dynamic Factor Graphs (DFG) with continuous latent state variables. A DFG includes factors modeling joint probabilities betwee...
    Piotr W. Mirowski, Yann LeCun
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    ICML
    2010
    IEEE
    342views Machine Learning» more  ICML 2010»
    Dynamical Products of Experts for Modeling Financial Time Series
    13 years 9 months ago
    Dynamical Products of Experts for Modeling Financial Time Series
    Download  www.icml2010.org
    Predicting the "Value at Risk" of a portfolio of stocks is of great significance in quantitative finance. We introduce a new class models, "dynamical products of ex...
    Yutian Chen, Max Welling
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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 10 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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