Volodymyr Lytvynenko

82 papers C 1Misc 4Journal 1Unranked 63

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	An approach to identifying functional and non-functional requirements in IT-project management using deep learning models. ExplAI Ruslan Bahrii, Tetiana Skrypnyk, Bohdan Romanov, Elena Zaitseva, Houda El Bouhissi, Volodymyr Lytvynenko
2025	—	`conf`	Assessing the Desirability Management Decisions taking into Account Factors of their Quality and the Preferences of the Decision-Maker. ISICP@IT&I Yuri Samokhvalov, Volodymyr Lytvynenko, Bohdan Zhuravel
2025	—	`conf`	Detection of military targets from images using deep learning models 15-27. IntelITSIS Dmytro Borovyk, Oleksander Barmak, Volodymyr Lytvynenko
2025	—	`ed.`	Lecture Notes in Data Engineering, Computational Intelligence, and Decision-Making, Volume 2 - 2024 International Scientific Conference "Intelligent Systems of Decision-Making and Problems of Computational Intelligence", ISDMCI 2024, Ústí nad Labem, Czech Republic, 19-23 June 2024, Proceedings ISDMCI (2) Sergii Babichev, Volodymyr Lytvynenko
2025	—	`conf`	Probabilistic Modeling of Delivery Performance in Uncertain Supply Chains Using the Monte Carlo Method. ACIT Volodymyr Lytvynenko, Svetlana Antoshchuk, Volodymyr Manzhula, Mariia Voronenko, Irina Lurie, Andrew Mrykhin
2025	—	`conf`	Research on a new hybrid random number sequence generator. CPITS II Serhii Yanushevskyi, Heorhii Prokhorov, Oleksandr Hres, Yurii Yaremchuk, Volodymyr Lytvynenko
2025	—	`conf`	Using Dynamic Bayesian Methods in the Task of Financing Educational Institutions. ACIT Volodymyr Lytvynenko, Mariia Voronenko, Viktor Moshynskyi, Nataliia Savina, Volodymyr Manzhula, Saule Smailova
2024	—	`conf`	Application of Mutual Information Estimation Methods for Feature Selection in Regression Problems of Aviation Traffic Forecasting. ACIT Volodymyr Lytvynenko, Oleksandr Naumov, Mariia Voronenko, Olha Naumov, Iryna Lurie, Petro Radovenchuk
2024	Misc	`conf`	Comparing the Effectiveness of Generative Adversarial Networks for Clustering Tasks. CSIT Volodymyr Lytvynenko, Serge Olszewski, Volodymyr Osypenko, Iryna Lurie, Violetta Demchenko, Dariia Dontsova
2024	—	`conf`	Comparison of the efficiency of autoencoders for solving clustering problems. ITTAP Volodymyr Lytvynenko, Serge Olszewski, Volodymyr Osypenko, Violetta Demchenko, Dariia Dontsova
2024	—	`conf`	Diagnostics and assessment of imprint quality using pattern recognition methods and digital photography for image processing. ICyberPhyS Svitlana Havenko, Marta Labetska, Mykola Havenko, Valeriy Zhydetskyy, Volodymyr Lytvynenko
2024	—	`conf`	Efficient Small and Overlapping Target Detection in Underwater Images. ProfIT AI Victor Sineglazov, Mykhailo Savchenko, Volodymyr Lytvynenko
2024	—	`conf`	Intelligent Hyperspectral Image Processing for Landmine Detection and Classification. ProfIT AI Viktor Sineglazov, Kyrylo Lesohorskyi, Volodymyr Lytvynenko
2024	—	`ed.`	Lecture Notes in Data Engineering, Computational Intelligence, and Decision-Making, Volume 1 - 2024 International Scientific Conference "Intelligent Systems of Decision-Making and Problems of Computational Intelligence", ISDMCI 2024, Ústí nad Labem, Czech Republic, 19-23 June 2024, Proceedings ISDMCI (1) Sergii Babichev, Volodymyr Lytvynenko
2024	—	`conf`	Probabilistic Algorithm for System Level Self-diagnosis. ISDMCI (1) Viktor Mashkov, Volodymyr Lytvynenko, Oleh Mashkov, Svitlana Vyshemyrska
2024	—	`conf`	Semi-supervised learning for hyperspectral landmine detection. ITTAP Victor Sineglazov, Volodymyr Lytvynenko, Kyrylo Lesohorskyi
2024	—	`conf`	Semi-supervised learning for medical images segmentation using 4D atlas priors. CIAW Volodymyr Lytvynenko, Victor Sineglazov, Kirill Riazanovskiy, Olena Chumachenko
2023	—	`conf`	A Bayesian Network Approach to Measure the Impact of Factors Characterizing the State of Educational Institutions on the Gross Domestic Product. ACIT Mariia Voronenko, Elizaveta Mikhailova, Nataliia Savina, Iryna Lurie, Volodymyr Lytvynenko
2023	—	`ed.`	Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making - 2022 International Scientific Conference "Intellectual Systems of Decision-Making and Problems of Computational Intelligence", Proceedings, ISDMCI 2022, Rivne, Ukraine, June 14-16, 2022. ISDMCI Sergii Babichev, Volodymyr Lytvynenko
2023	—	`conf`	Modeling of the Braille Font Elements Creation Process Using Regression Analysis. IntelITSIS Volodymyr Mayik, Lyudmyla Mayik, Kseniya Bazylyuk, Myroslava Dubnevych, Volodymyr Lytvynenko
2023	—	`conf`	Novel Methodology for Detecting Effective Features in Patients with Multiple Myeloma. MoMLeT+DS Malgorzata Szatkowska, Waldemar Wójcik, Wojciech Legiec, Iryna Lurie, Serge Olszewski, Volodymyr Lytvynenko, Mariia Voronenko
2023	—	`ed.`	Proceedings of the 3rd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2022) co-located with XXII International scientific and technical conference on Information Technologies in Education and Management (ІТЕМ 2022), Online Event, Neubiberg, Germany, January 12, 2023. CITRisk Stefan Wolfgang Pickl, Volodymyr Lytvynenko, Maryna Zharikova, Volodymyr Sherstjuk
2023	—	`ed.`	Proceedings of the Modern Machine Learning Technologies and Data Science Workshop (MoMLeT&DS 2023), Lviv, Ukraine, June 3, 2023. MoMLeT+DS Michael Emmerich, Victoria Vysotska, Volodymyr Lytvynenko
2023	—	`conf`	Regression Modeling for Monitoring Organochlorine Pesticide Residues. MoMLeT+DS Serge Olszewski, Iryna Lurie, Volodymyr Lytvynenko, Violetta Demchenko, Mariia Voronenko, Natalia Kornilovska, Oleg Boskin
2022	—	`ed.`	Lecture Notes in Computational Intelligence and Decision Making - 2021 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence", Proceedings, ISDMCI 2021, Zalizny Port, Kherson region, Ukraine, May 24-28, 2021. ISDMCI Sergii Babichev, Volodymyr Lytvynenko
2022	—	`ed.`	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), Kherson, Ukraine, September 16-17, 2021. CITRisk Stefan Wolfgang Pickl, Volodymyr Lytvynenko, Maryna Zharikova, Volodymyr Sherstjuk
2021	—	`conf`	An Object-Oriented Architecture of the Information System for Solving the Protein Folding Problem. IDAACS Iryna Fefelova, Andrey Fefelov, Oleksii K. Tyshchenko, Volodymyr Lytvynenko
2021	—	`conf`	Assessing Risk of Enterprise Bankruptcy by Indicators of Financial and Economic Activity Using Bayesian Networks. CITRisk Sergiy Gnatyuk, Dinara Ospanova, Volodymyr Lytvynenko, Zhazira Amirgaliyeva, Nurali Nabot Shohiyon
2021	—	`conf`	Bayesian Methods Application for the Differential Diagnosis of the Chronic Obstructive Pulmonary Disease. MoMLeT+DS Volodymyr Lytvynenko, Mariia Voronenko, Olena Kovalchuk, Ulzhalgas Zhunissova, Luidmyla Lytvynenko
2021	—	`conf`	Current State of the Problem of Gene Expression Data Processing and Extraction to Solve the Reverse Engineering Tasks in the Field of Bioinformatics. IntelITSIS Sergii Babichev, Mykhailo Yasinskyi, Lyudmyla Yasinska-Damri, Yurii Ratushniak, Volodymyr Lytvynenko
2021	—	`conf`	Intelligent Information System for the Determination of Iron in Coagulants Based on a Neural Network. IntelITSIS Andrii Safonyk, Maksym Mishchanchuk, Volodymyr Lytvynenko
2021	—	`ed.`	Lecture Notes in Computational Intelligence and Decision Making - Proceedings of the 2020 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence", ISDMCI 2020, Kherson, Ukraine, May 25-29, 2020. ISDMCI Sergii Babichev, Volodymyr Lytvynenko, Waldemar Wójcik, Svetlana Vyshemyrskaya
2021	—	`ed.`	Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, Lviv-Shatsk, Ukraine, June 5-6, 2021. MoMLeT+DS Michael Emmerich, Vasyl Lytvyn, Victoria Vysotska, Vitor Basto-Fernandes, Volodymyr Lytvynenko
2021	—	`conf`	Prediction of Native Protein Conformation by a Hybrid Algorithm of Clonal Selection and Differential Evolution. ISDMCI Iryna Fefelova, Andrey Fefelov, Volodymyr Lytvynenko, Oksana Ohnieva, Saule Smailova
2021	—	`ed.`	Proceedings of the 1st International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2020) co-located with XX International scientific and technical conference on Information Technologies in Education and Management (ІТЕМ 2020), Kherson, Ukraine, October 15-16, 2020. CITRisk Stefan Wolfgang Pickl, Volodymyr Lytvynenko, Maryna Zharikova, Volodymyr Sherstjuk
2021	—	`conf`	Streaming Algorithm to the Decomposition of a Polyatomic Molecules Mass Spectra on the Polychlorinated Biphenyls Molecule Example. ISDMCI Serge Olszewski, Violetta Demchenko, Eva Zaets, Volodymyr Lytvynenko, Irina Lurie, Oleg Boskin, Sergiy Gnatyuk
2021	—	`conf`	Using Bayesian Networks to Estimate the Effectiveness of Innovative Projects. ISDMCI Oleksandr Naumov, Mariia Voronenko, Olga Naumova, Nataliia Savina, Svitlana Vyshemyrska, Vitaliy Korniychuk, Volodymyr Lytvynenko
2020	—	`conf`	Analysis of the Effectiveness of an Investment Project Using Statistical Bayesian Networks. ACIT Mariia Voronenko, Oleksandr Naumov, Larisa Naumova, Elzara Topalova, Viktoriia Filippova, Volodymyr Lytvynenko
2020	—	`conf`	Application of Inductive Bayesian Hierarchical Clustering Algorithm to Identify Brain Tumors. ISDMCI Iryna Lurie, Volodymyr Lytvynenko, Serge Olszewski, Mariia Voronenko, Waldemar Wóicik, Oleg Boskin, Ulzhalgas Zhunissova, Michael Sherstiuk
2020	—	`conf`	Assessing the Possibility of a Country's Economic Growth Using Dynamic Bayesian Network Models. CSIT (1) Volodymyr Lytvynenko, Dmytro Nikytenko, Mariia Voronenko, Nataliia Savina, Oleksandr Naumov
2020	—	`conf`	Assessing the possibility of a country's economic growth using static bayesian network models. CMIS Mariia Voronenko, Dmytro Nikytenko, Jan Krejci, Nataliia Savina, Volodymyr Lytvynenko
2020	—	`conf`	Classification Technology Based on Hyperplanes for Visual Analytics with Implementations for Different Subject Areas. IntelITSIS Olexander Barmak, Iurii Krak, Eduard Manziuk, Volodymyr Lytvynenko, Oleg Kalyta
2020	—	`conf`	Comparative Study of Noisy-MAX Nodes and General Nodes in Bayesian Network Models. COLINS Volodymyr Lytvynenko, Dmytro Nikytenko, Mariia Voronenko, Jan Krejci, Natalia Savina
2020	Misc	`conf`	Dynamic Bayesian Network Model of a Country's Economic Extension. CSIT Mariia Voronenko, Dmytro Nikytenko, Jan Krejci, Nataliia Krugla, Oleksandr Naumov, Nataliia Savina, Volodymyr Lytvynenko
2020	Misc	`conf`	Dynamic Bayesian Networks Application for Economy Competitiveness Situational Modelling. CSIT Mariia Voronenko, Dmytro Nikytenko, Jan Krejci, Nataliia Krugla, Oleksandr Naumov, Nataliia Savina, Elzara Topalova, Viktoriia Filippova, Volodymyr Lytvynenko
2020	—	`conf`	Dynamic Bayesian Networks Application for Evaluating the Investment Projects Effectiveness. ISDMCI Volodymyr Lytvynenko, Oleksandr Naumov, Mariia Voronenko, Jan Krejci, Larisa Naumova, Dmytro Nikytenko, Nataliia Savina
2020	—	`conf`	Expansion of the Capabilities of Chromatography-Mass Spectrometry Due to the Numerical Decomposition of the Signal with the Mutual Superposition of Mass Spectra. DSMP (Selected Papers) Serge Olszewski, Yeva Zajets, Violetta Demchenko, Oleg Boskin, Mariia Voronenko, Volodymyr Lytvynenko, Iryna Perova, Dmitry Stepanchikov
2020	—	`conf`	Information Technology for Performance Assessment of Complex Multilevel Systems in Managing Technogenic Objects. CITRisk Viktor Perederyi, Eugene Borchik, Volodymyr Lytvynenko, Oksana Ohnieva
2020	—	`conf`	Intelligent Modeling of Unified Communications Systems Using Artificial Neural Networks (short paper). IntelITSIS Oleksii Ivanov, Liudmyla Koretska, Volodymyr Lytvynenko
2020	—	`ed.`	Lecture Notes in Computational Intelligence and Decision Making - Proceedings of the 15th International Scientific Conference "Intellectual Systems of Decision Making and Problems of Computational Intelligence", ISDMCI 2019, Salisnyj Port, Ukraine, May 21-25, 2019 ISDMCI Volodymyr Lytvynenko, Sergii Babichev, Waldemar Wójcik, Olena Vynokurova, Svetlana Vyshemyrskaya, Svetlana Radetskaya
2020	—	`conf`	Manipulating Function-Based Objects with Interactive Collision Risk Models. CITRisk Sergey I. Vyatkin, Olexandr Romanyuk, Sergii Pavlov, Pavlo Mykhaylov, Roman Chekhmestruk, Oksana Vodzinska, Olena Prozor, Volodymyr Lytvynenko
2020	—	`conf`	Modeling and Predicting the Organochlorine Pesticides Concentration in the Child's Body Based on their Accumulation in the Mother's Body. MoMLeT+DS Violetta Demchenko, Serge Olszewski, Mariia Voronenko, Eva Zaets, Nataliia Savina, Iryna Lurie, Volodymyr Lytvynenko
2020	—	`ed.`	Proceedings of the 2nd International Workshop on Modern Machine Learning Technologies and Data Science (MoMLeT+DS 2020). Volume I: Main Conference, Lviv-Shatsk, Ukraine, June 2-3, 2020. MoMLeT+DS Michael Emmerich, Vasyl Lytvyn, Victoria Vysotska, Vitor Basto-Fernandes, Volodymyr Lytvynenko
2020	—	`conf`	The Use of Inductive Methods to Identify Subtypes of Glioblastomas in Gene Clustering. MoMLeT+DS Iryna Lurie, Volodymyr Lytvynenko, Serge Olszewski, Mariia Voronenko, Alexander I. Kornelyuk, Ulzhalgas Zhunissova, Oleg Boskin
2019	—	`conf`	About Innovation-Investment Designing of Complex Systems by Inductive Technology of System Information-Analytical Research. IDAACS Volodymyr Osypenko, Irina Lurie, Maryna Yakobchuk, Nataliia Savina, Oleg Boskin, Volodymyr Lytvynenko
2019	—	`conf`	Application of a Combined Approach for Predicting a Peptide-Protein Binding Affinity Using Regulatory Regression Methods with Advance Reduction of Features. IDAACS Oleksandr Murzenko, Serge Olszewski, Oleg Boskin, Irina Lurie, Nataliia Savina, Mariia Voronenko, Volodymyr Lytvynenko
2019	—	`conf`	Bayesian Networks' Development Based on Noisy-MAX Nodes for Modeling Investment Processes in Transport. MoMLeT Volodymyr Lytvynenko, Natalia Savina, Jan Krejci, Mariia Voronenko, Maryna Yakobchuk, Olena Kryvoruchko
2019	—	`conf`	Development of the Dynamic Bayesian Network to Evaluate the National Law Enforcement Agencies' Work. IDAACS Volodymyr Lytvynenko, Nataliia Savina, Mariia Voronenko, Anna Pashnina, Roman Baranenko, Nataliia Krugla, Ivan Lopushynskyi
2019	—	`conf`	Development, Validation and Testing of the Bayesian Network of Educational Institutions Financing. IDAACS Volodymyr Lytvynenko, Nataliia Savina, Mariia Voronenko, Nadia Doroschuk, Saule Smailova, Oleg Boskin, Tatyana Kravchenko
2019	—	`conf`	Development, Validation and Testing of the Bayesian Network to Evaluate the National Law Enforcement Agencies' work. ACIT Volodymyr Lytvynenko, Nataliia Savina, Marian Pyrtko, Mariia Voronenko, Roman Baranenko, Ivan Lopushynskyi
2019	J	`jnl`	Diagnosis of Intermittently Faulty Units at System Level. Data Viktor Mashkov, Jirí Fiser, Volodymyr Lytvynenko, Maria Voronenko
2019	Misc	`conf`	Dynamic Bayesian Networks in the Problem of Localizing the Narcotic Substances Distribution. CSIT Volodymyr Lytvynenko, Nataliia Savina, Jan Krejci, Andrey Fefelov, Iryna Lurie, Mariia Voronenko, Ivan Lopushynskyi, Petro Vorona
2019	—	`conf`	Evaluation of Testing Assignment for System Level Self-Diagnosis. CMIS Viktor Mashkov, Jirí Fiser, Volodymyr Lytvynenko, Maria Voronenko
2019	—	`conf`	Hybrid Immune Algorithms in the Gene Regulatory Networks Reconstruction Problems. CMIS Andrii Fefelov, Volodymyr Lytvynenko, Ali Taif, Natalia Savina, Maria Voronenko, Irina Lurie, Oleg Boskin
2019	—	`conf`	Hybrid Methods of GMDH-Neural Networks Synthesis and Training for Solving Problems of Time Series Forecasting. ISDMCI Volodymyr Lytvynenko, Waldemar Wójcik, Andrey Fefelov, Iryna Lurie, Nataliia Savina, Mariia Voronenko, Oleg Boskin, Saule Smailova
2019	—	`conf`	Inductive Technology of the Objective Cauterization of Enterprise's Economic Indicators of Ukraine. CMIS Irina Lurie, Andrii Podlevskyi, Natalia Savina, Maria Voronenko, Anna Pashnina, Volodymyr Lytvynenko
2019	—	`ed.`	Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), Zaporizhzhia, Ukraine, April 15-19, 2019. CMIS David Luengo, Sergey Subbotin, Peter Arras, Yevgeniy V. Bodyanskiy, Karsten Henke, Ivan Izonin, Vitaly G. Levashenko, Volodymyr Lytvynenko, Anzhelika Parkhomenko, Andreas Pester, Natalya Shakhovska, Alexei Sharpanskykh, Galyna Tabunshchyk, Carsten Wolff, Heinz-Dietrich Wuttke, Elena Zaitseva
2019	—	`conf`	Protein Tertiary Structure Prediction with Hybrid Clonal Selection and Differential Evolution Algorithms. ISDMCI Iryna Fefelova, Andrey Fefelov, Volodymyr Lytvynenko, Róza Dzierzak, Iryna Lurie, Nataliia Savina, Mariia Voronenko, Svitlana Vyshemyrska
2019	—	`conf`	Some Features of the Numerical Deconvolution of Mixed Molecular Spectra. ISDMCI Serge Olszewski, Pawel Komada, Andrzej Smolarz, Volodymyr Lytvynenko, Nataliia Savina, Mariia Voronenko, Svitlana Vyshemyrska, Anton Omelchuk, Iryna Lurie
2019	—	`conf`	The use of Bayesian methods in the task of localizing the narcotic substances distribution. CSIT (2) Volodymyr Lytvynenko, Irina Lurie, Mariia Voronenko, Andrey Fefelov, Nataliia Savina, Ivan Lopushynskyi, Jan Krejci, Petro Vorona
2019	—	`conf`	Two Step Density-Based Object-Inductive Clustering Algorithm. MoMLeT Volodymyr Lytvynenko, Irina Lurie, Jan Krejci, Mariia Voronenko, Natalia Savina, Mohamed Ali Taif
2019	C	`conf`	Using a Bayesian Network to Assess the Atmospheric Pollution Influence on Immunological Parameters. IDDM Volodymyr Lytvynenko, Mariia Voronenko, Serge Sitalo, Oleg Boskin, Iryna Lurie, Natalia Savina, Yaroslav Tanasiichuk, Nataliia Krugla
2018	—	`conf`	Credibility of System Self-Checking When Tests are Performed Randomly. CSIT (1) Viktor Mashkov, Volodymyr Lytvynenko, Jirí Fiser, Maria Voronenko
2018	—	`conf`	Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction. DSMP Sergii Babichev, Volodymyr Lytvynenko, Jirí Skvor, Maxim Korobchynskyi, Maria Voronenko
2018	—	`conf`	Self-Diagnosis of the Systems with Intermittently Faulty Units. DSMP Viktor Mashkov, Volodymyr Lytvynenko, Jirí Fiser, Maria Voronenko
2018	—	`conf`	The Use of Inductive Methods for Determination of the Binding Affinity of Interacting Biological Molecules. CSIT (1) Iryna Lurie, Volodymyr Lytvynenko, Volodymyr Osypenko, Maria Voronenko
2017	—	`conf`	Gene expression sequences clustering based on the internal and external clustering quality criteria. CSIT (1) Sergii Babichev, Jan Krejci, Josef Bicanek, Volodymyr Lytvynenko
2017	—	`conf`	Implementation of the objective clustering inductive technology based on DBSCAN clustering algorithm. CSIT (1) Sergii Babichev, Volodymyr Lytvynenko, Volodymyr Osypenko
2017	—	`conf`	Objective Clustering Inductive Technology of Gene Expression Sequences Features. BDAS Sergii Babichev, Volodymyr Lytvynenko, Maxim Korobchynskyi, Mochamed Ali Taif
2017	—	`conf`	Synthesis and learning of fuzzy neural networks for solving forecasting problems. IDAACS Serhii Okrenets, Andrii Fefelov, Volodymyr Lytvynenko, Volodymyr Osypenko, Maksym Korobchynskyi, Maria Voronenko
2016	—	`conf`	Evaluation of testing assignment for system level self-diagnosis. DSMP Viktor Mashkov, Jirí Fiser, Volodymyr Lytvynenko
2016	—	`conf`	Inductive model of data clustering based on the agglomerative hierarchical algorithm. DSMP Sergii Babichev, Mohamed Ali Taif, Volodymyr Lytvynenko