Irina Kalinina

53 papers C 2Misc 10Journal 1Unranked 40

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	An approach to combining forecasts when solving machine learning problems. MoMLeT Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj, Victor Gozhyi, Sergii Shiyan
2025	—	`conf`	Improving the architecture of a two-level heterogeneous ensemble for solving machine learning problems. ISW-CoLInS Irina Kalinina, Aleksandr Gozhyj, Victor Gozhyi, Sergii Shiyan
2025	—	`conf`	Improving the efficiency of damaged buildings detection based on ASPP technologies. MoMLeT Valerii Dymo, Aleksandr Gozhyj, Irina Kalinina
2024	—	`conf`	A Systematic Approach to Data Normalization and Standardization in Machine Learning Problems. ISDMCI (2) Irina Kalinina, Aleksandr Gozhyj, Peter Bidyuk, Victor Gozhyi, Maksym Korobchynskyi, Vasiliy Nadraga
2024	—	`conf`	Application of convolutional neural networks for detection of damaged buildings. MoMLeT Aleksandr Gozhyj, Irina Kalinina, Valerii Dymo
2024	J	`jnl`	Applying the Deep Learning Techniques to Solve Classification Tasks Using Gene Expression Data. IEEE Access Sergii Babichev, Igor Liakh, Irina Kalinina
2024	—	`conf`	Approach to Identification of Anomalous Values in Analysis Tasks and Data Pre-processing. ISDMCI (2) Irina Kalinina, Peter Bidyuk, Aleksandr Gozhyj, Victor Gozhyi, Vladyslav Nechakhin
2024	Misc	`conf`	Defects Diagnostics Method Based on Statistical Big Data Analisis of Measured Parameters. CSIT Serhii Vladov, Victoria Vysotska, Valerii Sokurenko, Oleksandr Muzychuk, Aleksandr Gozhyj, Irina Kalinina
2024	—	`conf`	Enhancing solar panel efficiency with LSTM-based MPPT controllers. MoMLeT Alexander Gozhyj, Vladyslav Nechakhin, Irina Kalinina
2024	—	`conf`	Forecasting electricity demand in Ukraine using machine learning methods. CIAW Irina Kalinina, Aleksandr Gozhyj
2024	—	`conf`	Hierarchical modeling of factors influencing the quality of interactive editions design. AdvAIT Alona Kudriashova, Iryna Pikh, Vsevolod Senkivskyy, Irina Kalinina, Yurii Slipetskyi
2024	Misc	`conf`	Multilevel Ensemble Approach in Classification Problems. CSIT Irina Kalinina, Aleksandr Gozhyj, Peter Bidyuk, Victor Gozhyj
2024	Misc	`conf`	System Methodology of Data Analysis and Preprocessing for Solving Classification Problems. CSIT Irina Kalinina, Aleksandr Gozhyj, Victoria Vysotska, Eugene Malakhov, Victor Gozhyj, Iryna Tregubova
2023	Misc	`conf`	Building a Fuel Measurement System Model based on Colored Petri Nets. CSIT Aleksandr Gozhyj, Irina Kalinina, Sergii Shiyan, Vladyslav Nechakhin
2023	—	`conf`	Classification System Based on Ensemble Methods for Solving Machine Learning Tasks. MoMLeT+DS Peter Bidyuk, Irina Kalinina, Oleksandr Zhebko, Aleksandr Gozhyj, Tetiana Hannichenko
2023	—	`conf`	Combining Forecasts Based on Time Series Models in Machine Learning Tasks. MoMLeT+DS Irina Kalinina, Peter Bidyuk, Aleksandr Gozhyj, Pavlo Malchenko
2023	Misc	`conf`	Hyperparameter Optimization of LSTM MPPT Controller for Solar Power Plants. CSIT Vladyslav Nechakhin, Irina Kalinina, Aleksandr Gozhyj
2022	—	`conf`	Analysis Method for Determining the Suitability of Water for Human Consumption. MoMLeT+DS Oleksiy Tverdokhlib, Denis Shavaev, Yurii Matseliukh, Aleksandr Gozhyj, Anna Maria Trzaskowska, Maksym Korobchynskyi, Lyubomyr Chyrun, Irina Kalinina
2022	Misc	`conf`	Construction of Forecast Models based on Bayesian Structural Time Series. CSIT Irina Kalinina, Peter Bidyuk, Aleksandr Gozhyj
2022	—	`conf`	Method to Find the Original Source of COVID-19 by Genome Sequence and Probability of Electron Capture. ISDMCI Yoshio Matsuki, Aleksandr Gozhyj, Irina Kalinina, Peter Bidyuk
2022	—	`conf`	Methodology for Solving Forecasting Problems Based on Machine Learning Methods. ISDMCI Irina Kalinina, Aleksandr Gozhyj
2022	Misc	`conf`	Modeling a Pharmaceutical Web-Service Using Colored Petri Nets. CSIT Irina Kalinina, Aleksandr Gozhyj, Victor Gozhyi
2021	—	`conf`	An Approach to Identifying and Filling Data Gaps in Machine Learning Procedures. ISDMCI Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
2021	—	`conf`	Financial Risk Estimation in Conditions of Stochastic Uncertainties. ISDMCI Oleksandr Trofymchuk, Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
2021	—	`conf`	Foundations for Model Building of Intelligent Pricing Methodology. KES-IDT Marina Kholod, Yury Lyandau, Valery V. Maslennikov, Irina Kalinina, Ekaterina Borovik
2021	—	`conf`	Modeling an Intelligent Solar Power Plant Control System Using Colored Petri Nets. IDAACS Aleksandr Gozhyj, Irina Kalinina, Vladyslav Nechakhin, Victor Gozhyj, Victoria Vysotska
2021	—	`conf`	Question-Answering Systems Development Based on Big Data Analysis. CSIT (1) Denys Aksonov, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska
2020	—	`conf`	An Intelligent System for Commercial of Information Products Distribution Based SEO and Sitecore CMS. COLINS Bohdan Rusyn, Liubomyr Pohreliuk, Oleg Kapshii, Jarema Varetskyy, Andriy Demchuk, Ihor Karpov, Aleksandr Gozhyj, Victor Gozhyj, Irina Kalinina
2020	—	`conf`	Approach for Modeling Search Web-Services Based on Color Petri Nets. DSMP (Selected Papers) Aleksandr Gozhyj, Irina Kalinina, Victor Gozhyj, Valeriy Danilov
2020	—	`conf`	Cryptographic Information Protection Algorithm Selection Optimization for Electronic Governance IT Project Management by the Analytic Hierarchy Process Based on Nonlinear Conclusion Criteria. ITPM Liliya Chyrun, Petro Kravets, Oleg Garasym, Aleksandr Gozhyj, Irina Kalinina
2020	—	`conf`	Development of Information System for Aggregation and Ranking of News Taking into Account the User Needs. COLINS Vasyl Andrunyk, Andrii Vasevych, Liliya Chyrun, Nadija Chernovol, Nataliya Antonyuk, Aleksandr Gozhyj, Victor Gozhyj, Irina Kalinina, Maksym Korobchynskyi
2020	—	`conf`	Forecasting Nonlinear Nonstationary Processes in Machine Learning Task. DSMP Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska, Mikhail Vasilev, Romanna Malets
2020	Misc	`conf`	Hybrid Power Plant Control System Based on Machine Learning Methods. CSIT Aleksandr Gozhyj, Peter Bidyuk, Yoshio Matsuki, Vladyslav Nechakhin, Irina Kalinina, Oleg Shchesiuk
2020	C	`conf`	Methodology of Constructing Statistical Models for Nonlinear Non-stationary Processes in Medical Diagnostic Systems. IDDM Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
2020	—	`conf`	Methods for Forecasting Nonlinear Non-stationary Processes in Machine Learning. DSMP (Selected Papers) Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska
2020	—	`conf`	Modeling Risk Factor Interaction Using Copula Functions. CITRisk Peter Bidyuk, Olexander Trofymchuk, Irina Kalinina, Aleksandr Gozhyj
2020	—	`conf`	Network Security Analysis Based on Consolidated Threat Resources. COLINS Oleg Garasym, Liliya Chyrun, Nadija Chernovol, Aleksandr Gozhyj, Victor Gozhyj, Irina Kalinina, Bohdan Rusyn, Liubomyr Pohreliuk, Maksym Korobchynskyi
2020	—	`conf`	Qualitative and Quantitative Characteristics Analysis for Information Security Risk Assessment in E-Commerce Systems. ICTES Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska, Svitlana Sachenko, Roman Kovalchuk
2020	—	`conf`	Solar Power Control System based on Machine Learning Methods. CSIT (1) Aleksandr Gozhyj, Vladyslav Nechakhin, Irina Kalinina
2019	—	`conf`	An Intelligent System of the Content Relevance at the Example of Films According to User Needs. ICTES Vasyl Lytvyn, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska, Viktor Shatskykh, Lyubomyr Chyrun, Yuriy Borzov
2019	—	`conf`	Commercial Content Distribution System Based on Neural Network and Machine Learning. ICTES Andriy Demchuk, Bohdan Rusyn, Liubomyr Pohreliuk, Aleksandr Gozhyj, Irina Kalinina, Lyubomyr Chyrun, Nataliya Antonyuk
2019	Misc	`conf`	Features of Application of Monte Carlo Method with Markov Chain Algorithms in Bayesian Data Analysis. CSIT Peter Bidyuk, Yoshio Matsuki, Aleksandr Gozhyj, Volodymyr Beglytsia, Irina Kalinina
2019	C	`conf`	Medical News Aggregation and Ranking of Taking into Account the User Needs. IDDM Nataliya Antonyuk, Lyubomyr Chyrun, Vasyl Andrunyk, Andrii Vasevych, Sofia Chyrun, Aleksandr Gozhyj, Irina Kalinina, Yuriy Borzov
2019	—	`conf`	Probabilistic Inference Based on LS-Method Modifications in Decision Making Problems. ISDMCI Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina
2019	—	`conf`	Upper Level Processes and Projects Model Building. KES-IDT (2) Marina Kholod, Yury Lyandau, Valery V. Maslennikov, Irina Kalinina, Nikolay Mrochkovskiy
2019	—	`conf`	Using the Metropolis-Hastings algorithm in Bayesian data analysis procedures. CSIT (2) Peter Bidyuk, Volodymyr Beglytsia, Aleksandr Gozhyj, Irina Kalinina
2019	—	`conf`	Web Service Interaction Modeling with Colored Petri Nets. IDAACS Aleksandr Gozhyj, Irina Kalinina, Victor Gozhyj, Victoria Vysotska
2018	—	`conf`	The Method of Web-Resources Management Under Conditions of Uncertainty Based on Fuzzy Logic. CSIT (1) Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska, Victor Gozhyj
2018	—	`conf`	The Methods Bayesian Analysis of the Threshold Stochastic Volatility Model. DSMP Peter Bidyuk, Aleksandr Gozhyj, Zdislaw Szymanski, Irina Kalinina, Volodymyr Beglytsia
2018	Misc	`conf`	Web Resources Management Method Based on Intelligent Technologies. CSIT Aleksandr Gozhyj, Victoria Vysotska, Iryna Yevseyeva, Irina Kalinina, Victor Gozhyj
2017	—	`conf`	Fuzzy cognitive analysis and modeling of water quality. IDAACS Aleksandr Gozhyj, Irina Kalinina, Victor Gozhyj
2017	—	`conf`	Managerial Decisions Modelling for the Company Development Strategy. KES-IDT (1) Irina Kalinina, Valery V. Maslennikov, Marina Kholod
2017	—	`conf`	Methods for processing uncertainties in in solving dynamic planning problems. CSIT (1) Petro Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victor Gozhyj