186 results on '"Gordienko, Yuri"'
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2. Multimodal Metadata Augmentation for Federated Learning in Medical Applications
3. Application of Neural Graphics Primitives Models for 3D Representation of Devastation Caused by Russian Aggression in Ukraine
4. Hybrid Neural Networks for Medical Image Classification
5. Segmentation and Multi-Label Classification of Visual Cervical Pathology by Deep Neural Networks
6. Hyperparameter Tuning by Evolutionary Algorithm for Object Detection on Multimodal Satellite Imagery
7. Effect of Multimodal Metadata Augmentation on Classification Performance in Deep Learning
8. Hybrid Neural Networks for Medical Image Classification
9. Hyperparameter Tuning by Evolutionary Algorithm for Object Detection on Multimodal Satellite Imagery
10. Expansion Rate Parametrization and K-Fold Based Inference with U-Net Neural Networks for Multiclass Medical Image Segmentation
11. Object Detection for Rescue Operations by High-Altitude Infrared Thermal Imaging Collected by Unmanned Aerial Vehicles
12. Ensemble Knowledge Distillation for Edge Intelligence in Medical Applications
13. Fuzzy Metadata Augmentation for Multimodal Data Classification
14. Impact of Multimodal Model Complexity on Classification of Diabetic Retinopathy Level
15. Multi-label Classification of Cervix Types with Image Size Optimization for Cervical Cancer Prescreening by Deep Learning
16. Deep Learning with Metadata Augmentation for Classification of Diabetic Retinopathy Level
17. Implementation of Personalized Medicine by Artificial Intelligence Platform
18. Effect of Small Dataset Quality on Deep Neural Network Performance for Lyme Disease Classification
19. Prediction of Physical Load Level by Machine Learning Analysis of Heart Activity after Exercises
20. Batch Size Influence on Performance of Graphic and Tensor Processing Units during Training and Inference Phases
21. Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions
22. Impact of MQTT Based Sensor Network Architecture on Delivery Delay Time
23. Multi-label Classification of Cervix Types with Image Size Optimization for Cervical Cancer Prescreening by Deep Learning
24. Fuzzy Metadata Augmentation for Multimodal Data Classification
25. Impact of Multimodal Model Complexity on Classification of Diabetic Retinopathy Level
26. Deep Learning with Metadata Augmentation for Classification of Diabetic Retinopathy Level
27. Expansion Rate Parametrization and K-Fold Based Inference with U-Net Neural Networks for Multiclass Medical Image Segmentation
28. Hybrid Convolutional, Recurrent and Attention-Based Architectures of Deep Neural Networks for Classification of Human-Computer Interaction by Electroencephalography
29. Edge Intelligence for Medical Applications Under Field Conditions
30. Artificial Intelligence Platform for Distant Computer-Aided Detection (CADe) and Computer-Aided Diagnosis (CADx) of Human Diseases
31. Improving U-Net Kidney Glomerulus Segmentation with Fine-Tuning, Dataset Randomization and Augmentations
32. Optimization of Deep Learning Neural Network by Analysis of Cross-Validated Metrics with and Without Data Augmentation
33. Capsule Deep Neural Network for Recognition of Historical Graffiti Handwriting
34. Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti
35. Parallel Statistical and Machine Learning Methods for Estimation of Physical Load
36. Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images
37. Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation
38. Deep Learning for Fatigue Estimation on the Basis of Multimodal Human-Machine Interactions
39. Generating and Estimating Nonverbal Alphabets for Situated and Multimodal Communications
40. Music Transcription by Deep Learning with Data and 'Artificial Semantic' Augmentation
41. Effect of Small Dataset Quality on Deep Neural Network Performance for Lyme Disease Classification
42. Implementation of Personalized Medicine by Artificial Intelligence Platform
43. Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes
44. Automatized Generation of Alphabets of Symbols
45. Performance Evaluation of Distributed Computing Environments with Hadoop and Spark Frameworks
46. Comparative Performance Analysis of Neural Networks Architectures on H2O Platform for Various Activation Functions
47. Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes
48. Deep Learning for Melanoma Detection with Testing Time Data Augmentation
49. Improving Pedestrian Detection Methods by Architecture and Hyperparameter Modification of Deep Neural Networks
50. Deep Learning for Grasp-and-Lift Movement Forecasting Based on Electroencephalography by Brain-Computer Interface
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