9 citations · 20 across the 11 of their papers we have counts for
11 papers
How Nonconformity Functions and Difficulty of Datasets Impact the Efficiency of Conformal Classifiers
Marharyta Aleksandrova, Oleg Chertov
The property of conformal predictors to guarantee the required accuracy rate makes this framework attractive in various practical applications. However, this property is achieved a…
SCR-Apriori for Mining `Sets of Contrasting Rules'
Marharyta Aleksandrova, Oleg Chertov
In this paper, we propose an efficient algorithm for mining novel `Set of Contrasting Rules'-pattern (SCR-pattern), which consists of several association rules. This pattern is of…
Usage of Decision Support Systems for Conflicts Modelling during Information Operations Recognition
Oleh Andriichuk, Vitaliy Tsyganok, Dmitry Lande +2
Application of decision support systems for conflict modeling in information operations recognition is presented. An information operation is considered as a complex weakly structu…
Kunchenko's Polynomials for Template Matching
Oleg Chertov, Taras Slipets
This paper reviews Kunchenko's polynomials using as template matching method to recognize template in one-dimensional input signal. Kunchenko's polynomials method is compared with…
Clustering with Prototype Extraction for Census Data Analysis
Oleg Chertov, Marharyta Aleksandrova
Not long ago primary census data became available to publicity. It opened qualitatively new perspectives not only for researchers in demography and sociology, but also for those pe…
SSA-Caterpillar in Group Anonymity
Dan Tavrov, Oleg Chertov
Nowadays, it is a common practice to protect various types of statistical data before publishing them for different researches. For instance, when conducting extensive demographic…