2 citations · 2 across the 5 of their papers we have counts for
5 papers
k-Pareto Optimality-Based Sorting with Maximization of Choice
Jean Ruppert, Marharyta Aleksandrova, Thomas Engel
Topological sorting is an important technique in numerous practical applications, such as information retrieval, recommender systems, optimization, etc. In this paper, we introduce…
Causal Identification with Additive Noise Models: Quantifying the Effect of Noise
Benjamin Kap, Marharyta Aleksandrova, Thomas Engel
In recent years, a lot of research has been conducted within the area of causal inference and causal learning. Many methods have been developed to identify the cause-effect pairs i…
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…
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…