Study of the Operation Process of the E-Commerce Oriented Ecosystem of 5Ge Base Station, Which Supports the Functioning of Independent Virtual Network Segments.

[BibT_eX]

[DOI]

Viacheslav Kovtun

Ivan Izonin

J. Theor. Appl. Electron. Commer. Res., 2021

Guest editorial: Reliability and usability of machine learning and IoT for urban intelligence.

[BibT_eX]

[DOI]

Krishna Kant Singh

Ahmed A. Elngar

Ivan Izonin

J. Reliab. Intell. Environ., 2021

The Hierarchical Classifier for COVID-19 Resistance Evaluation.

[BibT_eX]

[DOI]

Nataliya Shakhovska

Ivan Izonin

Nataliia Melnykova

Data, 2021

Neuro-Fuzzy Diagnostics Systems Based on SGTM Neural-Like Structure and T-Controller.

[BibT_eX]

[DOI]

Roman Tkachenko

Ivan Izonin

Pavlo Tkachenko

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

Experimental Evaluation of the Effectiveness of ANN-based Numerical Data Augmentation Methods for Diagnostics Tasks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

An approach towards the response surface linearization via ANN-based cascade scheme for regression modeling in Healthcare.

[BibT_eX]

[DOI]

Ivan Izonin

Roman Tkachenko

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

A GRNN-based Approach towards Prediction from Small Datasets in Medical Application.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Sensors, 2020

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

[BibT_eX]

[DOI]

Tatiana Neskorodieva

Eugene Fedorov

Ivan Izonin

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).

[BibT_eX]

[DOI]

Tetiana Kysil

Ivan Izonin

Olha Hovorushchenko

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

Addressing Medical Diagnostics Issues: Essential Aspects of the PNN-based Approach.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Ivan Izonin

Igor Nevliudov

Yurii Romashov

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

Committee of the Combined RBF-SGTM Neural-Like Structures for Prediction Tasks.

[BibT_eX]

[DOI]

Proceedings of the Mobile Web and Intelligent Information Systems, 2019

Multiple Linear Regression Based on Coefficients Identification Using Non-iterative SGTM Neural-like Structure.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2019

SGD-Based Wiener Polynomial Approximation for Missing Data Recovery in Air Pollution Monitoring Dataset.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2019

Committee of the SGTM Neural-Like Structures with Extended Inputs for Predictive Analytics in Insurance.

[BibT_eX]

[DOI]

Proceedings of the Big Data Innovations and Applications, 2019

GRNN Approach Towards Missing Data Recovery Between IoT Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2019

An Efficient Image Encryption Scheme using Projective Transformations.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Information Protection Service using Topological Image Coverage.

[BibT_eX]

[DOI]

Recovery of Incomplete IoT Sensed Data using High-Performance Extended-Input Neural-Like Structure.

[BibT_eX]

[DOI]

An Extended-Input GRNN and its Application.

[BibT_eX]

[DOI]

Image Encryption and Decryption Schemes Using Linear and Quadratic Fractal Algorithms and Their Systems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Data, 2018

Piecewise-linear Approach for Medical Insurance Costs Prediction using SGTM Neural-Like Structure.

[BibT_eX]

[DOI]

Roman Tkachenko