2 citations · 4 across the 5 of their papers we have counts for
5 papers · 1 filter
Routine Blood Tests Outperform CRP for Distinguishing Bacterial From Viral Infection in Children
Mihaela Demireva, Zhecho Mitev, Djuna Chinareva-Klimentova +3
Acute infectious diseases are among the leading causes of medical consultations and hospitalizations in children worldwide. These infections are predominantly caused by viruses or…
Optimal Linear Combination of Classifiers
Georgi Nalbantov, Svetoslav Ivanov
The question of whether to use one classifier or a combination of classifiers is a central topic in Machine Learning. We propose here a method for finding an optimal linear combina…
Predictive Maintenance Tool for Non-Intrusive Inspection Systems
Georgi Nalbantov, Dimitar Todorov, Nikolay Zografov +2
Cross-border security is of topmost priority for societies. Economies lose billions each year due to counterfeiters and other threats. Security checkpoints equipped with X-ray Secu…
Tutorial on Implied Posterior Probability for SVMs
Georgi Nalbantov, Svetoslav Ivanov
Implied posterior probability of a given model (say, Support Vector Machines (SVM)) at a point is an estimate of the class posterior probability pertaining to the class of…
A Note on Posterior Probability Estimation for Classifiers
Georgi Nalbantov, Svetoslav Ivanov
One of the central themes in the classification task is the estimation of class posterior probability at a new point . The vast majority of classifiers output a score for $…