Concepedia

Igor Kononenko

IK

51

Publications

10.3K

Citations

28

H-Index

1987

Active since

Affiliations

University of Ljubljana(Current)

Ljubljana University Medical Centre

Jožef Stefan Institute

National Technical University "Kharkiv Polytechnic Institute"

Igor Kononenko is an author at University of Ljubljana specializing in engineering, data science, and predictive analytics.

ORCID

Top concepts

Publications per year

1987–2023

51

Publications

51

Theoretical and Empirical Analysis of ReliefF and RReliefF

Marko Robnik‐Šikonja, Igor Kononenko · Machine Learning · 2003 · 2.9K citations · Full text

Explaining prediction models and individual predictions with feature contributions

Erik Štrumbelj, Igor Kononenko · Knowledge and Information Systems · 2013 · 2.1K citations

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Overcoming the Myopia of Inductive Learning Algorithms with RELIEFF

Igor Kononenko, Edvard Šimec, Marko Robnik‐Šikonja · Applied Intelligence · 1997 · 789 citations

An adaptation of Relief for attribute estimation in regression

Marko Robnik‐Šikonja, Igor Kononenko · 1997 · 480 citations

The MONK's problems: A Performance Comparison of Different Learning Algorithms

Sebastian Thrun, Jerzy Bala, Eric Bloedorn et al. · 1991 · 452 citations · Full text

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