Eugene Fedorov

According to our database, Eugene Fedorov authored at least 39 papers between 2018 and 2024.

Collaborative distances:

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

2024

Human Age Recognition Method Based on Facial Images Using an Ensemble of Neural Network Classifiers.

Anait Karapetyan, Eugene Fedorov, Irina Miroshkina, Olena Palahina, Alla Nesterenko

Proceedings of the Information Technology for Education, Science, and Technics, 2024

Neural Network Models for Approximation of One-Dimensional Signals.

Eugene Fedorov, Vira Babenko, Artem Honcharov, Anatolii Chepynoha, Tatiana Utkina

Proceedings of the Information Technology for Education, Science, and Technics, 2024

Creation of Supply Chain Management Methods Based on Multi-Agent Systems and Metaheuristics.

Eugene Fedorov, Olga Nechyporenko, Oleg Grygor, Maryna M. Leshchenko

Proceedings of the 5th International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2024

Intellectual Classification method of Gymnastic Elements Based on Combinations of Descriptive and Generative Approache.

Oleksii Smirnov, Eugene Fedorov, Anastasiia Neskorodieva, Tetiana Neskorodieva

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2024

Multi-Agent Reinforcement Learning Methods with Dynamic Parameters for Logistic Tasks.

Eugene Fedorov, Olga Nechyporenko, Yaroslav Korpan, Tetiana Neskorodieva

Proceedings of The Seventh International Workshop on Computer Modeling and Intelligent Systems (CMIS-2024), 2024

2023

Neural Network Control of the Mobile Robotic Platform's Adhesion Force.

Eugene Fedorov, Anait Karapetyan, Kostiantyn Rudakov, Anatolii Chepynoha

Proceedings of the Selected Papers of the III International Scientific Symposium "Intelligent Solutions" (IntSol-2023). Symposium Proceedings Kyiv - Uzhhorod, Ukraine, September 27-28, 2023., Kyiv, 2023

Method for Creating a Computer Agent Based on the Jordan-Elman Neural Network for Supply Chains.

Eugene Fedorov, Olga Nechyporenko, Tetiana Neskorodieva

Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security, 2023

Adaptive Metaheuristic Methods Based on the Covid-19 Virus' Behavior and Measures for Fight It.

Eugene Fedorov, Olga Nechyporenko, Maryna M. Leshchenko, Tetyana Utkina, Kostiantyn Rudakov, Nataliia Lada

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

Linguistic Constructions Translation Method Based on Neural Networks.

Eugene Fedorov, Olga Nechyporenko

Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume II: Computational Linguistics Workshop, 2023

2022

Creating Neural Network and Single Solution Human-Based Metaheuristic Methods of Solving the Traveling Salesman Problem.

Anait Karapetyan, Eugene Fedorov, Oleksii Smirnov

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop MoMLeT&DS 2022, 2022

Fuzzy expert decision support system for foreign direct investment: a swarm metaheuristic approach.

Eugene E. Fedorov, Liubov O. Kibalnyk, Lesya O. Petkova, Maryna M. Leshchenko, Vladyslav M. Pasenko

Proceedings of the Selected and Revised Papers of 10th International Conference on Monitoring, 2022

Methods for Solving the Traveling Salesman Problem Based on Reinforcement Learning and Metaheuristics.

Eugene Fedorov, Olga Nechyporenko

Proceedings of the 2nd International Workshop on Information Technologies: Theoretical and Applied Problems (ITTAP 2022), 2022

Method of Dynamic Stock Buffer Management Based on a Connectionist Expert System.

Eugene Fedorov, Olga Nechyporenko

Proceedings of the Selected Papers of the IX International Scientific Conference "Information Technology and Implementation" (IT&I-2022). Conference Proceedings Kyiv, Ukraine, November 30, 2022

Intellectual Control of Mechanical Characteristics of Optical Products.

Iryna Makarenko, Eugene Fedorov, Yuliia Bondarenko, Yevhenii Bondarenko

Proceedings of the Information Technology for Education, Science, and Technics, 2022

Modeling of Negotiations Between Supply Chain Participants Based on a Multi-Agent System (keynote).

Eugene Fedorov, Olga Nechyporenko

Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security, 2022

The Intelligent Diagnosis Method of Covid-19 Based on the Lenet-Vit Deep Neural Network.

Eugene E. Fedorov, Tetyana Utkina, Maryna M. Leshchenko, Olga Nechyporenko, Kostiantyn Rudakov

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

Method for Recognizing Linguistic Constructions Based on Stochastic Neural Networks.

Eugene Fedorov, Olga Nechyporenko

Proceedings of the 6th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2022). Volume I: Main Conference, 2022

Neural Network Forecasting Method for Inventory Management in the Supply Chain.

Oleg Grygor, Eugene Fedorov, Olga Nechyporenko, Mykola Grygorian

Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), 2022

Method for Generating Pseudorandom Sequence of Permutations Based on Linear Congruential Generator.

Emil Faure, Eugene Fedorov, Iryna Myronets, Svitlana Sysoienko

Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), 2022

2021

Forecast Method Based on the Time-Delay Mean Field Boltzmann Machine.

Oleg Grygor, Eugene Fedorov, Olga Nechyporenko

Proceedings of the Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021). Conference Proceedings, 2021

Method for Automatic Processing of Audit Content Based on Bidirectional Neural Network Mapping.

Tatiana Neskorodieva, Eugene Fedorov

Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2021

Method of Intelligent Diagnosis of Covid-19 Based on a Neural Network of Generalized Bell-Shaped Functions and Fuzzy Logic.

Eugene Fedorov, Jihed Draouil, Kostiantyn Rudakov, Hamza Alrababah, Tetyana Utkina, Ihor Zubko

Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 2021

Method Detection Audit Data Anomalies on Basis Restricted Cauchy Machine.

Tetiana Neskorodieva, Eugene Fedorov, Oleksii Smirnov, Kostiantyn Rudakov, Anastasiia Neskorodieva

Proceedings of the Cybersecurity Providing in Information and Telecommunication Systems II. Volume I co-located with International Conference on Problems of Infocommunications. Science and Technology (PICST 2021), 2021

Dynamic Stock Buffer Management Method Based on Linguistic Constructions.

Eugene Fedorov, Olga Nechyporenko

Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2021). Volume I: Main Conference, 2021

Long-Term Forecasting Method in the Supply Chain Based on an Artificial Neural Network with Multi-Agent Metaheuristic Training.

Eugene Fedorov, Olga Nechyporenko

Proceedings of The Fourth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2021), 2021

Neural network modeling method of transformations data of audit production with returnable waste.

Tatiana Neskorodieva, Eugene Fedorov, Pavlo Rymar, Oleksii Smirnov

Proceedings of the 2nd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2021) co-located with XXI International Conference on Information Technologies in Education and Management (ITEM 2021), 2021

2020

Method for Automatic Analysis of Compliance of Expenses Data and the Enterprise Income by Neural Network Model of Forecast.

Tatiana Neskorodieva, Eugene Fedorov

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

Intellectual Algorithm Implementation for Megacity Traffic Management.

Peter Nikolyuk, Tatiana Neskorodieva, Eugene Fedorov, Esta Chioma

Proceedings of the 7th International Conference "Information Technology and Interactions" (IT&I-2020). Workshops Proceedings, 2020

Automatic Analysis Method of Audit Data Based on Neural Network Mapping.

Tatiana Neskorodieva, Eugene Fedorov

Proceedings of the Selected Papers of the 7th International Conference "Information Technology and Interactions" (IT&I-2020). Conferece Proceedings, 2020

Forecast Method for Audit Data Analysis by Modified Liquid State Machine.

Tatiana Neskorodieva, Eugene Fedorov, Ivan Izonin

Proceedings of the 1st International Workshop on Intelligent Information Technologies & Systems of Information Security, 2020

Processing Methods and ECG Signal Recognition Model.

Eugene Fedorov, Tetyana Utkina, Kostiantyn Rudakov, Andriy Lukashenko, Ihor Zubko, Michal Gregus ml.

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Speech Signal Structuring Method for Biometric Personality Identification.

Eugene Fedorov, Tetyana Utkina, Olga Nechyporenko, Yaroslav Korpan

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

Method of Speech Signal Structuring and Transforming for Biometric Personality Identification.

Eugene Fedorov, Tetyana Utkina, Olga Nechyporenko, Yaroslav Korpan

DSMP (Selected Papers), 2020

Forecast Method for Natural Language Constructions Based on a Modified Gated Recursive Block.

Eugene Fedorov, Olga Nechyporenko, Tetyana Utkina

Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

Speech vocal clustering methods.

Eugene Fedorov, Tetyana Utkina, Kostiantyn Rudakov, Andriy Lukashenko, Ihor Zubko, Maryna Chychuzhko, Valentyna Lukashenko

Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

2019

A Method for Extracting a Breast Image from a Mammogram Based on Binarization, Scaling and Segmentation.

Eugene Fedorov, Tetyana Utkina, Kostiantyn Rudakov, Andriy Lukashenko, Serhii Mitsenko, Maryna Chychuzhko, Valentyna Lukashenko

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

Digital Content Processing Method for Biometric Identification of Personality Based on Artificial Intelligence Approaches.

Eugene Fedorov, Tetyana Utkina, Kostiantyn Rudakov, Andriy Lukashenko, Serhii Mitsenko, Maryna Chychuzhko, Valentyna Lukashenko

Proceedings of the International Workshop on Cyber Hygiene (CybHyg-2019) co-located with 1st International Conference on Cyber Hygiene and Conflict Management in Global Information Networks (CyberConf 2019), 2019

Method for Parametric Identification of Gaussian Mixture Model Based on Clonal Selection Algorithm.

Eugene Fedorov, Valentyna Lukashenko, Tetyana Utkina, Andriy Lukashenko, Kostiantyn Rudakov

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

2018

The Method of Intelligent Image Processing Based on a Three-Channel Purely Convolutional Neural Network.

Eugene Fedorov, Valentyna Lukashenko, Volodymyr Patrushev, Andriy Lukashenko, Kostiantyn Rudakov, Serhii Mitsenko

Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018