Ivan Izonin
Orcid: 0000-0002-9761-0096
According to our database1,
Ivan Izonin
authored at least 55 papers
between 2015 and 2024.
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Bibliography
2024
Advancements in AI-Based Information Technologies: Solutions for Quality and Security.
Syst., February, 2024
Big Data Cogn. Comput., January, 2024
2023
Comput. Biol. Medicine, May, 2023
Mathematical models of the information interaction process in 5G-IoT ecosystem: Different functional scenarios.
ICT Express, April, 2023
J. Reliab. Intell. Environ., March, 2023
Fast Computational Approach to the Levenberg-Marquardt Algorithm for Training Feedforward Neural Networks.
J. Artif. Intell. Soft Comput. Res., March, 2023
Satellite Image Classification Using a Hybrid Manta Ray Foraging Optimization Neural Network.
Big Data Min. Anal., March, 2023
Homogeneous Adaboost Ensemble Machine Learning Algorithms with Reduced Entropy on Balanced Data.
Entropy, February, 2023
An Approach toward Automatic Specifics Diagnosis of Breast Cancer Based on an Immunohistochemical Image.
J. Imaging, January, 2023
Effective Software Effort Estimation Leveraging Machine Learning for Digital Transformation.
IEEE Access, 2023
A Hybrid Two-ML-based Classifier to Predict the Survival of Kidney Transplants One Month after Transplantation.
Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023
Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023
2022
SGD-Based Cascade Scheme for Higher Degrees Wiener Polynomial Approximation of Large Biomedical Datasets.
Mach. Learn. Knowl. Extr., December, 2022
Dataset, September, 2022
Mathematical Simulation of Behavior of Female Breast Consisting Malignant Tumor During Hormonal Changes.
IEEE Access, 2022
Model of Information System Communication in Aggressive Cyberspace: Reliability, Functional Safety, Economics.
IEEE Access, 2022
Simple Neuro-Fuzzy System with Combined Learning for Pattern Recognition under Conditions of Short Training Set in Medical Diagnostics Tasks.
Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022
I-PNN: An Improved Probabilistic Neural Network for Binary Classification of Imbalanced Medical Data.
Proceedings of the Database and Expert Systems Applications, 2022
Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022
2021
The Additive Input-Doubling Method Based on the SVR with Nonlinear Kernels: Small Data Approach.
Symmetry, 2021
Study of the Operation Process of the E-Commerce Oriented Ecosystem of 5Ge Base Station, Which Supports the Functioning of Independent Virtual Network Segments.
J. Theor. Appl. Electron. Commer. Res., 2021
Guest editorial: Reliability and usability of machine learning and IoT for urban intelligence.
J. Reliab. Intell. Environ., 2021
Experimental Evaluation of the Effectiveness of ANN-based Numerical Data Augmentation Methods for Diagnostics Tasks.
Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 2021
Optimization of Technological's Processes Industry 4.0 Parameters for Details Manufacturing via Stamping: Rules of Queuing Systems.
Proceedings of the 18th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2021) / The 16th International Conference on Future Networks and Communications (FNC-2021) / The 11th International Conference on Sustainable Energy Information Technology, 2021
Hybrid Classifier via PNN-based Dimensionality Reduction Approach for Biomedical Engineering Task.
Proceedings of the 18th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2021) / The 16th International Conference on Future Networks and Communications (FNC-2021) / The 11th International Conference on Sustainable Energy Information Technology, 2021
An approach towards the response surface linearization via ANN-based cascade scheme for regression modeling in Healthcare.
Proceedings of the 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2021) / The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2021), 2021
Proceedings of the 12th International Conference on Ambient Systems, 2021
Input Doubling Method based on SVR with <i>RBF</i> kernel in Clinical Practice: Focus on Small Data.
Proceedings of the 12th International Conference on Ambient Systems, 2021
2020
An Approach towards Increasing Prediction Accuracy for the Recovery of Missing IoT Data based on the GRNN-SGTM Ensemble.
Sensors, 2020
Proceedings of the 1st International Workshop on Intelligent Information Technologies & Systems of Information Security, 2020
Information Technology for Choosing the Trademark Considering the Attitude of Consumer (short paper).
Proceedings of the 1st International Workshop on Intelligent Information Technologies & Systems of Information Security, 2020
Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020
Computational Models and Methods for Automated Risks Assessments in Deterministic Stationary Systems.
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), 2020
2019
Proceedings of the Mobile Web and Intelligent Information Systems, 2019
Multiple Linear Regression Based on Coefficients Identification Using Non-iterative SGTM Neural-like Structure.
Proceedings of the Advances in Computational Intelligence, 2019
SGD-Based Wiener Polynomial Approximation for Missing Data Recovery in Air Pollution Monitoring Dataset.
Proceedings of the Advances in Computational Intelligence, 2019
Committee of the SGTM Neural-Like Structures with Extended Inputs for Predictive Analytics in Insurance.
Proceedings of the Big Data Innovations and Applications, 2019
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2019
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019
An Approach Towards Image Encryption and Decryption using Quaternary Fractional-Linear Operations.
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019
Recovery of Incomplete IoT Sensed Data using High-Performance Extended-Input Neural-Like Structure.
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019
Image Encryption and Decryption Schemes Using Linear and Quadratic Fractal Algorithms and Their Systems.
Proceedings of the 1st International Workshop on Digital Content & Smart Multimedia (DCSMart 2019), 2019
2018
Development of the Non-Iterative Supervised Learning Predictor Based on the Ito Decomposition and SGTM Neural-Like Structure for Managing Medical Insurance Costs.
Data, 2018
Piecewise-linear Approach for Medical Insurance Costs Prediction using SGTM Neural-Like Structure.
Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018
Proceedings of the 14th International Conference on ICT in Education, 2018
Identification of IT Sector Stakeholder's Requirements to Masters Program in Information System in Lviv Region.
Proceedings of the 14th International Conference on ICT in Education, 2018
Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018
2016
Proceedings of the First International Conference on Data Stream Mining & Processing, 2016
Design and implementation of visitors queue density analysis and registration method for retail videosurveillance purposes.
Proceedings of the First International Conference on Data Stream Mining & Processing, 2016
2015
Learning-based image super-resolution using weight coefficients of synaptic connections.
Proceedings of the Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies", 2015