Eugenij Moiseevich Mirkes

Publication Activity (10 Years)

Years Active: 2003-2018
Publications (10 Years): 5

Top Topics

Decision Tree Learners

Information Gain

Linear Discriminants

Top Venues

Comput. Biol. Medicine

Publications

Alexander N. Gorban, A. Golubkov, Bogdan Grechuk, Eugenij Moiseevich Mirkes, Ivan Tyukin
Correction of AI systems by linear discriminants: Probabilistic foundations. Inf. Sci. 466 (2018)
Alexander N. Gorban, Eugenij Moiseevich Mirkes, Andrei Yu. Zinovyev
Piece-wise quadratic lego set for constructing arbitrary error potentials and their fast optimization. CoRR (2016)
Alexander N. Gorban, Eugenij Moiseevich Mirkes, Andrei Yu. Zinovyev
Robust principal graphs for data approximation. CoRR (2016)
Eugenij Moiseevich Mirkes, T. J. Coats, Jeremy Levesley, Alexander N. Gorban
Handling missing data in large healthcare dataset: A case study of unknown trauma outcomes. Comput. Biol. Medicine 75 (2016)
Alexander N. Gorban, Eugenij Moiseevich Mirkes, Andrei Yu. Zinovyev
Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning. Neural Networks 84 (2016)
Eugenij Moiseevich Mirkes, I. Alexandrakis, K. Slater, R. Tuli, Alexander N. Gorban
Computational diagnosis and risk evaluation for canine lymphoma. Comput. Biol. Medicine 53 (2014)
Konstantin I. Sofeikov, Ivan Tyukin, Alexander N. Gorban, Eugenij Moiseevich Mirkes, Danil V. Prokhorov, Ilya V. Romanenko
Learning optimization for decision tree classification of non-categorical data with information gain impurity criterion. IJCNN (2014)
Eugenij Moiseevich Mirkes, Andrei Yu. Zinovyev, Alexander N. Gorban
Geometrical complexity of data approximators CoRR (2013)
Alexander N. Gorban, Eugenij Moiseevich Mirkes, Victor G. Tsaregorodtsev
Generation of Explicit Knowledge from Empirical Data through Pruning of Trainable Neural Networks CoRR (2003)
Mikhail Alexandrovich Vishnevsky, Vladimir Dmitrievich Koshur, Alexander Ivanovich Legalov, Eugenij Moiseevich Mirkes
Protective Laminar Composites Design Optimisation Using Genetic Algorithm and Parallel Processing. PaCT (2003)