Irina Lurie

According to our database, Irina Lurie authored at least 22 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Application of Mutual Information Estimation Methods for Feature Selection in Regression Problems of Aviation Traffic Forecasting.

Volodymyr Lytvynenko, Oleksandr Naumov, Mariia Voronenko, Olha Naumov, Iryna Lurie, Petro Radovenchuk

Proceedings of the 14th International Conference on Advanced Computer Information Technologies, 2024

2023

Novel Methodology for Detecting Effective Features in Patients with Multiple Myeloma.

Malgorzata Szatkowska, Waldemar Wójcik, Wojciech Legiec, Iryna Lurie, Serge Olszewski, Volodymyr Lytvynenko, Mariia Voronenko

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop (MoMLeT&DS 2023), 2023

Regression Modeling for Monitoring Organochlorine Pesticide Residues.

Serge Olszewski, Iryna Lurie, Volodymyr Lytvynenko, Violetta Demchenko, Mariia Voronenko, Natalia Kornilovska, Oleg Boskin

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop (MoMLeT&DS 2023), 2023

A Bayesian Network Approach to Measure the Impact of Factors Characterizing the State of Educational Institutions on the Gross Domestic Product.

Mariia Voronenko, Elizaveta Mikhailova, Nataliia Savina, Iryna Lurie, Volodymyr Lytvynenko

Proceedings of the 13th International Conference on Advanced Computer Information Technologies, 2023

2021

Streaming Algorithm to the Decomposition of a Polyatomic Molecules Mass Spectra on the Polychlorinated Biphenyls Molecule Example.

Serge Olszewski, Violetta Demchenko, Eva Zaets, Volodymyr Lytvynenko, Irina Lurie, Oleg Boskin, Sergiy Gnatyuk

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

2020

The Use of Inductive Methods to Identify Subtypes of Glioblastomas in Gene Clustering.

Iryna Lurie, Volodymyr Lytvynenko, Serge Olszewski, Mariia Voronenko, Alexander I. Kornelyuk, Ulzhalgas Zhunissova, Oleg Boskin

Proceedings of the 2nd International Workshop on Modern Machine Learning Technologies and Data Science (MoMLeT+DS 2020). Volume I: Main Conference, 2020

Modeling and Predicting the Organochlorine Pesticides Concentration in the Child's Body Based on their Accumulation in the Mother's Body.

Violetta Demchenko, Serge Olszewski, Mariia Voronenko, Eva Zaets, Nataliia Savina, Iryna Lurie, Volodymyr Lytvynenko

Proceedings of the 2nd International Workshop on Modern Machine Learning Technologies and Data Science (MoMLeT+DS 2020). Volume I: Main Conference, 2020

Application of Inductive Bayesian Hierarchical Clustering Algorithm to Identify Brain Tumors.

Iryna Lurie, Volodymyr Lytvynenko, Serge Olszewski, Mariia Voronenko, Waldemar Wóicik, Oleg Boskin, Ulzhalgas Zhunissova, Michael Sherstiuk

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2020

Forest Cover Type Classification Based on Environment Characteristics and Machine Learning Technology.

Vasyl Kiyko, Vasyl Lytvyn, Lyubomyr Chyrun, Svitlana Vyshemyrska, Iryna Lurie, Mykhailo Hrubel

DSMP (Selected Papers), 2020

Detecting Items with the Biggest Weight Based on Neural Network and Machine Learning Methods.

Vitaliy Danylyk, Victoria Vysotska, Vasyl Lytvyn, Svitlana Vyshemyrska, Iryna Lurie, Mykhailo Luchkevych

DSMP (Selected Papers), 2020

2019

Two Step Density-Based Object-Inductive Clustering Algorithm.

Volodymyr Lytvynenko, Irina Lurie, Jan Krejci, Mariia Voronenko, Natalia Savina, Mohamed Ali Taif

Proceedings of the Modern Machine Learning Technologies, 2019

Some Features of the Numerical Deconvolution of Mixed Molecular Spectra.

Serge Olszewski, Pawel Komada, Andrzej Smolarz, Volodymyr Lytvynenko, Nataliia Savina, Mariia Voronenko, Svitlana Vyshemyrska, Anton Omelchuk, Iryna Lurie

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Hybrid Methods of GMDH-Neural Networks Synthesis and Training for Solving Problems of Time Series Forecasting.

Volodymyr Lytvynenko, Waldemar Wójcik, Andrey Fefelov, Iryna Lurie, Nataliia Savina, Mariia Voronenko, Oleg Boskin, Saule Smailova

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Protein Tertiary Structure Prediction with Hybrid Clonal Selection and Differential Evolution Algorithms.

Iryna Fefelova, Andrey Fefelov, Volodymyr Lytvynenko, Róza Dzierzak, Iryna Lurie, Nataliia Savina, Mariia Voronenko, Svitlana Vyshemyrska

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Using a Bayesian Network to Assess the Atmospheric Pollution Influence on Immunological Parameters.

Volodymyr Lytvynenko, Mariia Voronenko, Serge Sitalo, Oleg Boskin, Iryna Lurie, Natalia Savina, Yaroslav Tanasiichuk, Nataliia Krugla

Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

About Innovation-Investment Designing of Complex Systems by Inductive Technology of System Information-Analytical Research.

Volodymyr Osypenko, Irina Lurie, Maryna Yakobchuk, Nataliia Savina, Oleg Boskin, Volodymyr Lytvynenko

Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

Application of a Combined Approach for Predicting a Peptide-Protein Binding Affinity Using Regulatory Regression Methods with Advance Reduction of Features.

Oleksandr Murzenko, Serge Olszewski, Oleg Boskin, Irina Lurie, Nataliia Savina, Mariia Voronenko, Volodymyr Lytvynenko

Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

Dynamic Bayesian Networks in the Problem of Localizing the Narcotic Substances Distribution.

Volodymyr Lytvynenko, Nataliia Savina, Jan Krejci, Andrey Fefelov, Iryna Lurie, Mariia Voronenko, Ivan Lopushynskyi, Petro Vorona

Proceedings of the Advances in Intelligent Systems and Computing IV, 2019

The use of Bayesian methods in the task of localizing the narcotic substances distribution.

Volodymyr Lytvynenko, Irina Lurie, Mariia Voronenko, Andrey Fefelov, Nataliia Savina, Ivan Lopushynskyi, Jan Krejci, Petro Vorona

Proceedings of the 14th IEEE International Conference on Computer Sciences and Information Technologies, 2019

Inductive Technology of the Objective Cauterization of Enterprise's Economic Indicators of Ukraine.

Irina Lurie, Andrii Podlevskyi, Natalia Savina, Maria Voronenko, Anna Pashnina, Volodymyr Lytvynenko

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Hybrid Immune Algorithms in the Gene Regulatory Networks Reconstruction Problems.

Andrii Fefelov, Volodymyr Lytvynenko, Ali Taif, Natalia Savina, Maria Voronenko, Irina Lurie, Oleg Boskin

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

2018

The Use of Inductive Methods for Determination of the Binding Affinity of Interacting Biological Molecules.

Iryna Lurie, Volodymyr Lytvynenko, Volodymyr Osypenko, Maria Voronenko

Proceedings of the Advances in Intelligent Systems and Computing III, 2018