336 results on '"Izonin, Ivan"'
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2. Synthesis of Convolutional Neural Network architectures for biomedical image classification
3. Multistage SVR-RBF-Based Model for Heart Rate Prediction of Individuals
4. An Adaptation of the Input Doubling Method for Solving Classification Tasks in Case of Small Data Processing
5. An Approach Towards Reducing Training Time of the Input Doubling Method via Clustering for Middle-Sized Data Analysis
6. Machine learning for predicting energy efficiency of buildings: a small data approach
7. Design and implementation of adaptive network stabilization based on artificial bees colony optimization for nature inspired cyber security
8. Multistage SVR-RBF-Based Model for Heart Rate Prediction of Individuals
9. Smart technologies and its application for medical/healthcare services
10. I-PNN: An Improved Probabilistic Neural Network for Binary Classification of Imbalanced Medical Data
11. Modification of the LSB Implementation Method of Digital Watermarks
12. Prediction of Magnetic Remanence of Sm-Co Magnets Using Machine Learning Algorithms
13. An Approach Towards Vacuum Forming Process Using PostScript for Making Braille
14. Investigation of Anomalous Situations in the Machine-Building Industry Using Phase Trajectories Method
15. An Approach Toward Numerical Data Augmentation and Regression Modeling Using Polynomial-Kernel-Based SVR
16. Neuro-Fuzzy Diagnostics Systems Based on SGTM Neural-Like Structure and T-Controller
17. An interpretable ensemble structure with a non-iterative training algorithm to improve the predictive accuracy of healthcare data analysis
18. Model of functioning of the centralized wireless information ecosystem focused on multimedia streaming
19. Formalization of the metric of parameters for quality evaluation of the subject-system interaction session in the 5G-IoT ecosystem
20. The functional safety assessment of cyber-physical system operation process described by Markov chain
21. Reliability model of the security subsystem countering to the impact of typed cyber-physical attacks
22. Holistic Approach to R&D Products’ Evaluation for Commercialization under Open Innovations
23. An approach towards the response surface linearization via ANN-based cascade scheme for regression modeling in Healthcare
24. A Method for Reducing Training Time of ML-Based Cascade Scheme for Large-Volume Data Analysis.
25. Improvement of the ANN-Based Prediction Technology for Extremely Small Biomedical Data Analysis.
26. Universal intraensemble method using nonlinear AI techniques for regression modeling of small medical data sets
27. Contributors
28. Modification of the LSB Implementation Method of Digital Watermarks
29. Quality and Security of Critical Infrastructure Systems
30. An Approach Toward Numerical Data Augmentation and Regression Modeling Using Polynomial-Kernel-Based SVR
31. AN UNSUPERVISED-SUPERVISED ENSEMBLE TECHNOLOGY WITH NON-ITERATIVE TRAINING ALGORITHM FOR SMALL BIOMEDICAL DATA ANALYSIS
32. A cascade ensemble-learning model for the deployment at the edge: case on missing IoT data recovery in environmental monitoring systems
33. An Approximation Cascade Scheme via Rational Fractions for Biomedical Data Analysis
34. Advancements in AI-Based Information Technologies: Solutions for Quality and Security.
35. Modification of Combined Unsupervised-Supervised Cascade Scheme for Small Biomedical Data Classification
36. Smart systems and data-driven services in healthcare
37. Mathematical models of the information interaction process in 5G-IoT ecosystem: Different functional scenarios
38. Fast Computational Approach to the Levenberg-Marquardt Algorithm for Training Feedforward Neural Networks
39. Satellite Image Classification Using a Hybrid Manta Ray Foraging Optimization Neural Network
40. Efficient Data Preprocessing with Ensemble Machine Learning Technique for the Early Detection of Chronic Kidney Disease
41. Cyber attack evaluation dataset for deep packet inspection and analysis
42. Energy Saving Optimization Technique-Based Routing Protocol in Mobile Ad-Hoc Network with IoT Environment
43. Homogeneous Adaboost Ensemble Machine Learning Algorithms with Reduced Entropy on Balanced Data
44. Novel Hybrid Optimization Techniques to Enhance Reliability from Reverse Osmosis Desalination Process
45. An Approach toward Automatic Specifics Diagnosis of Breast Cancer Based on an Immunohistochemical Image
46. Effective Software Effort Estimation Leveraging Machine Learning for Digital Transformation
47. A non-linear SVR-based cascade model for improving prediction accuracy of biomedical data analysis.
48. EDLDR: An Ensemble Deep Learning Technique for Detection and Classification of Diabetic Retinopathy
49. Application of the Smart House System for Reconstruction of Residential Buildings from an Obsolete Housing Stock
50. A Deep Intelligent Attack Detection Framework for Fog-Based IoT Systems
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