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    LWA
    2007
    137views Software Engineering» more  LWA 2007»
    Taking the Teacher's Perspective for User Modeling in Complex Domains
    13 years 11 months ago
    Taking the Teacher's Perspective for User Modeling in Complex Domains
    Download  www.cs.ucl.ac.uk
    Serious games that should adapt training to the individual might benefit from methods that are developed for intelligent tutoring systems. One method, model tracing, might be used...
    Christian P. Janssen, Hedderik van Rijn
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    SDM
    2008
    SIAM
    134views Data Mining» more  SDM 2008»
    Direct Density Ratio Estimation for Large-scale Covariate Shift Adaptation
    13 years 11 months ago
    Direct Density Ratio Estimation for Large-scale Covariate Shift Adaptation
    Download  sugiyama-www.cs.titech.ac.jp
    Covariate shift is a situation in supervised learning where training and test inputs follow different distributions even though the functional relation remains unchanged. A common...
    Yuta Tsuboi, Hisashi Kashima, Shohei Hido, Steffen...
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    MEDINFO
    2007
    129views Healthcare» more  MEDINFO 2007»
    Confidentiality Preserving Audits of Electronic Medical Record Access
    13 years 11 months ago
    Confidentiality Preserving Audits of Electronic Medical Record Access
    Download  people.vanderbilt.edu
    Failure to supply a care provider with timely access to a patient's medical record can lead to patient harm or death. As such, healthcare organizations often endow care provi...
    Bradley Malin, Edoardo Airoldi
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    NIPS
    2007
    182views Information Technology» more  NIPS 2007»
    Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression
    13 years 11 months ago
    Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression
    Download  books.nips.cc
    We propose a method for reconstruction of human brain states directly from functional neuroimaging data. The method extends the traditional multivariate regression analysis of dis...
    Sennay Ghebreab, Arnold W. M. Smeulders, Pieter W....
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    NIPS
    2007
    146views Information Technology» more  NIPS 2007»
    Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs
    13 years 11 months ago
    Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs
    Download  books.nips.cc
    We present an algorithm called Optimistic Linear Programming (OLP) for learning to optimize average reward in an irreducible but otherwise unknown Markov decision process (MDP). O...
    Ambuj Tewari, Peter L. Bartlett
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