Search by keyword: "machine learning"
Intrusion detection system classifier ensemble
| Authors: Lomanov A.A. | Published: 07.04.2021 |
| Published in issue: #3(56)/2021 | |
| DOI: DOI: 10.18698/2541-8009-2021-3-684 | |
| Category: Informatics, Computer Engineering and Control | Chapter: System Analysis, Control, and Information Processing, Statistics | |
| Keywords: network attacks, signature method, intrusion detection, classification, terminal classifier, hybridization, ensemble of classifiers, machine learning | |
Application of the position determination method for detecting human limbs
| Authors: Solntseva A.D, Solntsev D.S., Borde A.S. | Published: 03.09.2020 |
| Published in issue: #8(49)/2020 | |
| DOI: DOI: 10.18698/2541-8009-2020-8-632 | |
| Category: Medical sciences | Chapter: Medical equipment and devices | |
| Keywords: posture assessment, neural networks, diagnostics, machine learning, pattern recognition, digital image processing, artificial intelligence, computer vision | |
Determination of the optimal neural network architecture for the search for the railway fishplates
| Authors: Marenov N.E. | Published: 21.06.2020 |
| Published in issue: #6(47)/2020 | |
| DOI: DOI: 10.18698/2541-8009-2020-6-618 | |
| Category: Instrument Engineering, Metrology, Information-Measuring Instruments and Systems | Chapter: Laser and opto-electronic systems | |
| Keywords: convolutional neural network, deep learning, machine learning, image classification, pattern recognition, rail, fishplates, defect detection | |
The use of convolutional neural networks for training the manipulation robot to capture objects
| Authors: Jamal Mais | Published: 31.01.2020 |
| Published in issue: #1(42)/2020 | |
| DOI: DOI: 10.18698/2541-8009-2020-1-571 | |
| Category: Mechanical Engineering and Machine Science | Chapter: Robots, Mechatronics, and Robotic Systems | |
| Keywords: robot, manipulator, capture operation, neural network, convolutional neural network, machine learning, neural network training, artificial intelligence | |
The comparison of pattern recognition algorithms for semantic image analysis
| Authors: Vasileva E.A. | Published: 04.03.2019 |
| Published in issue: #3(32)/2019 | |
| DOI: DOI: 10.18698/2541-8009-2019-3-447 | |
| Category: Mechanical Engineering and Machine Science | Chapter: Robots, Mechatronics, and Robotic Systems | |
| Keywords: computer vision, pattern recognition, machine learning, image classification, neural network, SVM algorithm, CatBoost algorithm, LightGBM algorithm, SGDClassifier algorithm | |
Methods of preparing and recognizing software patterns using machine learning models
| Authors: Shaker Alaa | Published: 15.02.2019 |
| Published in issue: #2(31)/2019 | |
| DOI: DOI: 10.18698/2541-8009-2019-2-442 | |
| Category: Informatics, Computer Engineering and Control | Chapter: System Analysis, Control, and Information Processing, Statistics | |
| Keywords: design, microstructure, pattern, design pattern recognition, machine learning, software, reverse engineering, software development | |
Investigation of generally-standing network
| Authors: Ayrapetov A.E., Kovalenko A.A. | Published: 01.10.2018 |
| Published in issue: #10(27)/2018 | |
| DOI: DOI: 10.18698/2541-8009-2018-10-380 | |
| Category: Informatics, Computer Engineering and Control | Chapter: System Analysis, Control, and Information Processing, Statistics | |
| Keywords: generative-adversarial network, machine learning, neural networks, training without a teacher, generator, discriminator, perceptron, autocoder | |
Developing the algorithm of the machine vision system for the images semantic analysis
| Authors: Vasileva E.A. | Published: 04.09.2018 |
| Published in issue: #9(26)/2018 | |
| DOI: DOI: 10.18698/2541-8009-2018-9-366 | |
| Category: Mechanical Engineering and Machine Science | Chapter: Robots, Mechatronics, and Robotic Systems | |
| Keywords: machine vision, unmanned aerial vehicle, group control, pattern recognition, machine learning, pattern classification, neural network, algorithm SVM | |
Analysis of the social networking sites and the machine learning
| Authors: Khachatryan M.G., Chepik P.I. | Published: 29.01.2018 |
| Published in issue: #2(19)/2018 | |
| DOI: DOI: 10.18698/2541-8009-2018-2-249 | |
| Category: Informatics, Computer Engineering and Control | Chapter: System Analysis, Control, and Information Processing, Statistics | |
| Keywords: social networking sites, machine learning, algorithm, network structure, columns, network model, classification of polarities, spam identification | |