Search for dissertations about: "Roland Orre"

Found 2 swedish dissertations containing the words Roland Orre.

  1. 1. Data mining and process modelling using a Bayesian confidence propagation neural network

    University dissertation from Stockholm : Numerisk analys och datalogi

    Author : Roland Orre; KTH.; [1998]
    Keywords : ;

    Abstract : .... READ MORE

  2. 2. On Data Mining and Classification Using a Bayesian Confidence Propagation Neural Network

    University dissertation from Stockholm : Numerisk analys och datalogi

    Author : Roland Orre; KTH.; [2003]
    Keywords : data mining; bcpnn; classification; neural network;

    Abstract : The aim of this thesis is to describe how a statisticallybased neural network technology, here named BCPNN (BayesianConfidence Propagation Neural Network), which may be identifiedby rewriting Bayes' rule, can be used within a fewapplications, data mining and classification with credibilityintervals as well as unsupervised pattern recognition.BCPNN is a neural network model somewhat reminding aboutBayesian decision trees which are often used within artificialintelligence systems. READ MORE