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TEXTURE CLASSIFICATION OF AERIAL IMAGE BASED ON BAYESIAN NETWORK AUGMENTED NAIVE BAYES
Texture Classification Pattern Recognition Aerial Image
2015/12/31
Classification is an open, old and basic problem in many domains. Recently, a lot of new methods come forth, such as Bayesian Networks. Bayesian Networks, one of probabilistic networks, are a powerful...
A Bayesian Network Approach to Control of Networked Markov Decision Processes
Decision Processes Contro
2015/6/19
We consider the problem of finding an optimal feedback controller for a networked Markov decision process. Specifically, we consider a network of interconnected subsystems, where each subsystem evolve...
Joint likelihood calculation for intervention and observational data from a Gaussian Bayesian network
Gaussian Bayesian networks causal effects intervention data Fisher information
2013/6/13
Methodological development for the inference of gene regulatory networks from transcriptomic data is an active and important research area. Several approaches have been proposed to infer relationships...
A Study on Forecasting System of Patent Registration Based on Bayesian Network
Bayesian Network Patent Registration Tree Augmented NBN Forecast
2013/1/28
Recently the importance of intellectual property has been increased. There has been various ways of research on analy- sis of companies, forecast of technology and so on through patents and many inves...
LEARNING THE STRUCTURE OF BAYESIAN NETWORK FROM SMALL AMOUNT OF DATA
Bayesian network machine learning algorithm structure learning
2010/1/11
Many areas of artificial intelligence must handling with imperfection of
information. One of the ways to do this is using representation and reasoning with
Bayesian networks. Creation of a Bayesian ...
a new urban road detection method in high-resolution images basedon bayesian network
High Resolution Image Road Detection Bayesian Network GIS Guidance
2016/4/11
In view of the fact that road network detection effect in high-resolution image is not satisfying, an approach for road network detection based on Bayesian Network is put forward in this paper. First,...
The Variety-of-Evidence Thesis and the Reliability of Instruments: A Bayesian-Network Approach
Confirmation theory Bayesianism variety of evidence thesis
2008/4/21
The variety of evidence thesis in confirmation theory states that more varied supporting evidence confirms a
hypothesis to a greater degree than less varied evidence. Under a very plausible interpret...