Irina Kalinina

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 43

Top Topics

Machine Learning

Top Venues

Publications

Sergii Babichev, Igor Liakh, Irina Kalinina
Applying the Deep Learning Techniques to Solve Classification Tasks Using Gene Expression Data. IEEE Access 12 (2024)
Aleksandr Gozhyj, Irina Kalinina, Valerii Dymo
Application of convolutional neural networks for detection of damaged buildings. MoMLeT (2024)
Alexander Gozhyj, Vladyslav Nechakhin, Irina Kalinina
Enhancing solar panel efficiency with LSTM-based MPPT controllers. MoMLeT (2024)
Peter Bidyuk, Irina Kalinina, Oleksandr Zhebko, Aleksandr Gozhyj, Tetiana Hannichenko
Classification System Based on Ensemble Methods for Solving Machine Learning Tasks. MoMLeT+DS (2023)
Aleksandr Gozhyj, Irina Kalinina, Sergii Shiyan, Vladyslav Nechakhin
Building a Fuel Measurement System Model based on Colored Petri Nets. CSIT (2023)
Irina Kalinina, Peter Bidyuk, Aleksandr Gozhyj, Pavlo Malchenko
Combining Forecasts Based on Time Series Models in Machine Learning Tasks. MoMLeT+DS (2023)
Vladyslav Nechakhin, Irina Kalinina, Aleksandr Gozhyj
Hyperparameter Optimization of LSTM MPPT Controller for Solar Power Plants. CSIT (2023)
Irina Kalinina, Aleksandr Gozhyj, Victor Gozhyi
Modeling a Pharmaceutical Web-Service Using Colored Petri Nets. CSIT (2022)
Oleksiy Tverdokhlib, Denis Shavaev, Yurii Matseliukh, Aleksandr Gozhyj, Anna Maria Trzaskowska, Maksym Korobchynskyi, Lyubomyr Chyrun, Irina Kalinina
Analysis Method for Determining the Suitability of Water for Human Consumption. MoMLeT+DS (2022)
Irina Kalinina, Aleksandr Gozhyj
Methodology for Solving Forecasting Problems Based on Machine Learning Methods. ISDMCI (2022)
Yoshio Matsuki, Aleksandr Gozhyj, Irina Kalinina, Peter Bidyuk
Method to Find the Original Source of COVID-19 by Genome Sequence and Probability of Electron Capture. ISDMCI (2022)
Irina Kalinina, Peter Bidyuk, Aleksandr Gozhyj
Construction of Forecast Models based on Bayesian Structural Time Series. CSIT (2022)
Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
An Approach to Identifying and Filling Data Gaps in Machine Learning Procedures. ISDMCI (2021)
Oleksandr Trofymchuk, Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
Financial Risk Estimation in Conditions of Stochastic Uncertainties. ISDMCI (2021)
Denys Aksonov, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska
Question-Answering Systems Development Based on Big Data Analysis. CSIT (1) (2021)
Aleksandr Gozhyj, Irina Kalinina, Vladyslav Nechakhin, Victor Gozhyj, Victoria Vysotska
Modeling an Intelligent Solar Power Plant Control System Using Colored Petri Nets. IDAACS (2021)
Marina Kholod, Yury Lyandau, Valery V. Maslennikov, Irina Kalinina, Ekaterina Borovik
Foundations for Model Building of Intelligent Pricing Methodology. KES-IDT (2021)
Aleksandr Gozhyj, Vladyslav Nechakhin, Irina Kalinina
Solar Power Control System based on Machine Learning Methods. CSIT (1) (2020)
Vasyl Andrunyk, Andrii Vasevych, Liliya Chyrun, Nadija Chernovol, Nataliya Antonyuk, Aleksandr Gozhyj, Victor Gozhyj, Irina Kalinina, Maksym Korobchynskyi
Development of Information System for Aggregation and Ranking of News Taking into Account the User Needs. COLINS (2020)
Liliya Chyrun, Petro Kravets, Oleg Garasym, Aleksandr Gozhyj, Irina Kalinina
Cryptographic Information Protection Algorithm Selection Optimization for Electronic Governance IT Project Management by the Analytic Hierarchy Process Based on Nonlinear Conclusion Criteria. ITPM (2020)
Aleksandr Gozhyj, Irina Kalinina, Victor Gozhyj, Valeriy Danilov
Approach for Modeling Search Web-Services Based on Color Petri Nets. DSMP (2020)
Peter Bidyuk, Irina Kalinina, Aleksandr Gozhyj
Methodology of Constructing Statistical Models for Nonlinear Non-stationary Processes in Medical Diagnostic Systems. IDDM (2020)
Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska
Methods for Forecasting Nonlinear Non-stationary Processes in Machine Learning. DSMP (2020)
Aleksandr Gozhyj, Peter Bidyuk, Yoshio Matsuki, Vladyslav Nechakhin, Irina Kalinina, Oleg Shchesiuk
Hybrid Power Plant Control System Based on Machine Learning Methods. CSIT (2020)
Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska, Mikhail Vasilev, Romanna Malets
Forecasting Nonlinear Nonstationary Processes in Machine Learning Task. DSMP (2020)
Oleg Garasym, Liliya Chyrun, Nadija Chernovol, Aleksandr Gozhyj, Victor Gozhyj, Irina Kalinina, Bohdan Rusyn, Liubomyr Pohreliuk, Maksym Korobchynskyi
Network Security Analysis Based on Consolidated Threat Resources. COLINS (2020)
Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska, Svitlana Sachenko, Roman Kovalchuk
Qualitative and Quantitative Characteristics Analysis for Information Security Risk Assessment in E-Commerce Systems. ICTES (2020)
Bohdan Rusyn, Liubomyr Pohreliuk, Oleg Kapshii, Jarema Varetskyy, Andriy Demchuk, Ihor Karpov, Aleksandr Gozhyj, Victor Gozhyj, Irina Kalinina
An Intelligent System for Commercial of Information Products Distribution Based SEO and Sitecore CMS. COLINS (2020)
Peter Bidyuk, Olexander Trofymchuk, Irina Kalinina, Aleksandr Gozhyj
Modeling Risk Factor Interaction Using Copula Functions. CITRisk (2020)
Vasyl Lytvyn, Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska, Viktor Shatskykh, Lyubomyr Chyrun, Yuriy Borzov
An Intelligent System of the Content Relevance at the Example of Films According to User Needs. ICTES (2019)
Marina Kholod, Yury Lyandau, Valery V. Maslennikov, Irina Kalinina, Nikolay Mrochkovskiy
Upper Level Processes and Projects Model Building. KES-IDT (2) (2019)
Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina
Probabilistic Inference Based on LS-Method Modifications in Decision Making Problems. ISDMCI (2019)
Peter Bidyuk, Volodymyr Beglytsia, Aleksandr Gozhyj, Irina Kalinina
Using the Metropolis-Hastings algorithm in Bayesian data analysis procedures. CSIT (2) (2019)
Aleksandr Gozhyj, Irina Kalinina, Victor Gozhyj, Victoria Vysotska
Web Service Interaction Modeling with Colored Petri Nets. IDAACS (2019)
Andriy Demchuk, Bohdan Rusyn, Liubomyr Pohreliuk, Aleksandr Gozhyj, Irina Kalinina, Lyubomyr Chyrun, Nataliya Antonyuk
Commercial Content Distribution System Based on Neural Network and Machine Learning. ICTES (2019)
Nataliya Antonyuk, Lyubomyr Chyrun, Vasyl Andrunyk, Andrii Vasevych, Sofia Chyrun, Aleksandr Gozhyj, Irina Kalinina, Yuriy Borzov
Medical News Aggregation and Ranking of Taking into Account the User Needs. IDDM (2019)
Peter Bidyuk, Yoshio Matsuki, Aleksandr Gozhyj, Volodymyr Beglytsia, Irina Kalinina
Features of Application of Monte Carlo Method with Markov Chain Algorithms in Bayesian Data Analysis. CSIT (2019)
Aleksandr Gozhyj, Irina Kalinina, Victoria Vysotska, Victor Gozhyj
The Method of Web-Resources Management Under Conditions of Uncertainty Based on Fuzzy Logic. CSIT (1) (2018)
Aleksandr Gozhyj, Victoria Vysotska, Iryna Yevseyeva, Irina Kalinina, Victor Gozhyj
Web Resources Management Method Based on Intelligent Technologies. CSIT (2018)
Peter Bidyuk, Aleksandr Gozhyj, Zdislaw Szymanski, Irina Kalinina, Volodymyr Beglytsia
The Methods Bayesian Analysis of the Threshold Stochastic Volatility Model. DSMP (2018)
Petro Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victor Gozhyj
Methods for processing uncertainties in in solving dynamic planning problems. CSIT (1) (2017)
Irina Kalinina, Valery V. Maslennikov, Marina Kholod
Managerial Decisions Modelling for the Company Development Strategy. KES-IDT (1) (2017)
Aleksandr Gozhyj, Irina Kalinina, Victor Gozhyj
Fuzzy cognitive analysis and modeling of water quality. IDAACS (2017)