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    SDM
    2008
    SIAM
    95views Data Mining» more  SDM 2008»
    Deterministic Latent Variable Models and Their Pitfalls
    13 years 10 months ago
    Deterministic Latent Variable Models and Their Pitfalls
    Download  www.ics.uci.edu
    We derive a number of well known deterministic latent variable models such as PCA, ICA, EPCA, NMF and PLSA as variational EM approximations with point posteriors. We show that the...
    Max Welling, Chaitanya Chemudugunta, Nathan Sutter
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    UAI
    1997
    110views Artificial Intelligence» more  UAI 1997»
    Update Rules for Parameter Estimation in Bayesian Networks
    13 years 10 months ago
    Update Rules for Parameter Estimation in Bayesian Networks
    Download  reference.kfupm.edu.sa
    This paper re-examines the problem of parameter estimation in Bayesian networks with missing values and hidden variables from the perspective of recent work in on-line learning [1...
    Eric Bauer, Daphne Koller, Yoram Singer
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    TMI
    2008
    66views more  TMI 2008»
    Feature Normalization via Expectation Maximization and Unsupervised Nonparametric Classification For M-FISH Chromosome Images
    13 years 8 months ago
    Feature Normalization via Expectation Maximization and Unsupervised Nonparametric Classification For M-FISH Chromosome Images
    Download  live.ece.utexas.edu
    Multicolor fluorescence in situ hybridization (M-FISH) techniques provide color karyotyping that allows simultaneous analysis of numerical and structural abnormalities of whole hum...
    Hyohoon Choi, Alan C. Bovik, Kenneth R. Castleman
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    EMS
    2008
    IEEE
    114views Modeling and Simulation» more  EMS 2008»
    Vibration and Input Tracking Control of Flexible Manipulator Using LQR with Non-Collocated PID Controller
    14 years 3 months ago
    Vibration and Input Tracking Control of Flexible Manipulator Using LQR with Non-Collocated PID Controller
    Download  myais.fsktm.um.edu.my
    This paper presents investigations into the development of control schemes for end-point vibration suppression and input tracking of a flexible manipulator. A constrained planar s...
    M. A. Ahmad
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    EMS
    2008
    IEEE
    98views Modeling and Simulation» more  EMS 2008»
    Modelling the Relationship between Visual Short-Term Memory Capacity and Recall Ability
    14 years 3 months ago
    Modelling the Relationship between Visual Short-Term Memory Capacity and Recall Ability
    Download  people.brunel.ac.uk
    Previous cognitive modelling work has suggested that the decline of short-term memory (STM) capacity is the dominant factor of age-related decline on recall ability. We report the...
    Richard Ll. Smith, Peter C. R. Lane, Fernand Gobet
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