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    JCST
    2010
    153views more  JCST 2010»
    Model Failure and Context Switching Using Logic-Based Stochastic Models
    12 years 11 months ago
    Model Failure and Context Switching Using Logic-Based Stochastic Models
    Download  www.cs.unm.edu
    Abstract We define a notion of context that represents invariant, stable-over-time behavior in an environment and we propose an algorithm for detecting context changes in a stream ...
    Nikita A. Sakhanenko, George F. Luger
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    FLAIRS
    2007
    166views Artificial Intelligence» more  FLAIRS 2007»
    Managing Dynamic Contexts Using Failure-Driven Stochastic Models
    13 years 6 months ago
    Managing Dynamic Contexts Using Failure-Driven Stochastic Models
    Download  www.aaai.org
    We describe an architecture for representing and managing context shifts that supports dynamic data interpretation. This architecture utilizes two layers of learning and three lay...
    Nikita A. Sakhanenko, George F. Luger, Carl R. Ste...
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    TR
    2010
    140views Hardware» more  TR 2010»
    Modeling Failure Modes for Residual Life Prediction Using Stochastic Filtering Theory
    12 years 11 months ago
    Modeling Failure Modes for Residual Life Prediction Using Stochastic Filtering Theory
    Download  www.cityu.edu.hk
    This paper reports on a theoretical Bayesian modeling development for residual life prediction in the context of condition-based maintenance. At each monitoring point during a comp...
    Matthew J. Carr, Wenbin Wang
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    FUIN
    2007
    130views more  FUIN 2007»
    A Logic-Based Approach to Finding Explanations for Discrepancies in Optimistic Plan Execution
    13 years 4 months ago
    A Logic-Based Approach to Finding Explanations for Discrepancies in Optimistic Plan Execution
    Download  people.sabanciuniv.edu
    Abstract. Consider an agent executing a plan with nondeterministic actions, in a dynamic environment, which might fail. Suppose that she is given a description of this action domai...
    Thomas Eiter, Esra Erdem, Wolfgang Faber, Já...
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    IOR
    2008
    105views more  IOR 2008»
    The Stochastic Knapsack Revisited: Switch-Over Policies and Dynamic Pricing
    13 years 4 months ago
    The Stochastic Knapsack Revisited: Switch-Over Policies and Dynamic Pricing
    Download  www.columbia.edu
    The stochastic knapsack has been used as a model in wide ranging applications from dynamic resource allocation to admission control in telecommunication. In recent years, a variat...
    Grace Y. Lin, Yingdong Lu, David D. Yao
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