Model fusion under probabilistic and interval uncertainty, with application to Earth sciences
One of the most important studies of the earth sciences is that of the Earth's interior structure.
There are many sources of data for the construction of tomographic models of earth …
There are many sources of data for the construction of tomographic models of earth …
Towards model fusion in geophysics: how to estimate accuracy of different models
In geophysics, we usually have several Earth models based on different types of data:
seismic, gravity, etc. Each of these models captures some aspects of the Earth structure. To …
seismic, gravity, etc. Each of these models captures some aspects of the Earth structure. To …
Towards a fast, practical alternative to joint inversion of multiple datasets: model fusion
In many areas of science and engineering, we have different sources of data. For example,
in geophysics, there are many sources of data for Earth models: first-arrival passive seismic …
in geophysics, there are many sources of data for Earth models: first-arrival passive seismic …
[图书][B] Propagation of interval and probabilistic uncertainty in cyberinfrastructure-related data processing and data fusion
C Servin, V Kreinovich - 2015 - Springer
Motivation. Data uncertainty affects the results of data processing. So, it is necessary to find
out how the data uncertainty propagates into the uncertainty of the results of data …
out how the data uncertainty propagates into the uncertainty of the results of data …
How to gauge accuracy of measurements and of expert estimates: beyond normal distributions
To properly process data, we need to know the accuracy of different data points, ie, accuracy
of different measurement results and expert estimates. Often, this accuracy is not given. For …
of different measurement results and expert estimates. Often, this accuracy is not given. For …
How to estimate relative spatial resolution of different maps or images of the same area?
C Servin, A Velasco… - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
In this paper, we describe how to estimate relative spatial resolution of different maps or
images of the same area under uncertainty. We consider probabilistic and fuzzy approaches …
images of the same area under uncertainty. We consider probabilistic and fuzzy approaches …
Ubiquity of Data and Model Fusion: from Geophysics and Environmental Sciences to Estimating Individual Risk During an Epidemic
In many practical situations, we need to combine the results of measuring a local value of a
certain quantity with results of measuring average values of this same quantity. For example …
certain quantity with results of measuring average values of this same quantity. For example …
Image and Model Fusion: Unexpected Counterintuitive Behavior of Traditional Statistical Techniques and Resulting Need for Expert Knowledge
O Ochoa, AA Velasco, V Kreinovich - 2012 - scholarworks.utep.edu
In many real-life situations, we have different types of data. For example, in geosciences, we
have seismic data, gravity data, magnetic data, etc. Ideally, we should jointly process all this …
have seismic data, gravity data, magnetic data, etc. Ideally, we should jointly process all this …