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View article: An Information-Bottleneck Based Approach for Learning Using Privileged Information
An Information-Bottleneck Based Approach for Learning Using Privileged Information Open
Learning using privileged information assumes that a subset of the descriptive features, aka privileged variables, available for learning a predictive model is no longer available in prediction time. The objective is to adjust a machine le…
View article: A rule-based method to automatically locate lumbar vertebral bodies on MRI images
A rule-based method to automatically locate lumbar vertebral bodies on MRI images Open
The proposed method successfully achieves robust and accurate automatic placement of points within each lumbar vertebral body. The automation of this process enables the transition from semi-automatic to fully automatic methods, thus reduc…
View article: BeST-Graft viewer, a new system to improve the bone allograft–recipient matching process
BeST-Graft viewer, a new system to improve the bone allograft–recipient matching process Open
The bone allograft-recipient matching procedure can be optimized using software tools with functionalities to visualize, interact, and take measurements.
View article: Automatic Processing of Historical Japanese Mathematics (Wasan) Documents
Automatic Processing of Historical Japanese Mathematics (Wasan) Documents Open
“Wasan” is the collective name given to a set of mathematical texts written in Japan in the Edo period (1603–1867). These documents represent a unique type of mathematics and amalgamate the mathematical knowledge of a time and place where …
View article: Histogram Ordering
Histogram Ordering Open
Frequency histograms are ubiquitous, being practically used in any field of science. In this paper, we present a partial order for frequency histograms and, to our knowledge, no order of this kind has been yet defined. This order is based …
View article: Interpreting Social Accounting Matrix (SAM) as an Information Channel
Interpreting Social Accounting Matrix (SAM) as an Information Channel Open
Information theory, and the concept of information channel, allows us to calculate the mutual information between the source (input) and the receiver (output), both represented by probability distributions over their possible states. In th…