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| Issue Date | Title | Author(s) |
| 2025 | A Systematic Review of Methods and Algorithms for the Intelligent Processing of Agricultural Data Applied to Sunflower Crops | Arustamyan, V. A.; Арустамян, В. А.; Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Abdulkadirov, R. I.; Абдулкадиров, Р. И. |
| 2023 | About the Choice of Data Balance Method for Neural Network Classification of Electrocardiogram Signals | Kiladze, M. R.; Киладзе, М. Р.; Kalita, D. I.; Калита, Д. И.; Lyakhova, U. A.; Ляхова, У. А.; Orazaev, A. R.; Оразаев, А. Р. |
| 2025 | Automatic Camera Calibration Method for Solving the Problem of Moving Object Detection | Kalita, D. I.; Калита, Д. И.; Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Orazaev, A. R.; Оразаев, А. Р.; Kovaleva, V. D.; Ковалева, В. Д. |
| 2025 | Bidirectional Encoder representation from Image Transformers for recognizing sunflower diseases from photographs | Baboshina, V. A.; Бабошина, В. А.; Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Pismennyy, V. A.; Письменный, В. А. |
| 2023 | Cloud-Based Service for Recognizing Pigmented Skin Lesions Using a Multimodal Neural Network System | Lyakhova, U. A.; Ляхова, У. А.; Bondarenko, D. N.; Бондаренко, Д. Н.; Boyarskaya, E. E.; Боярская, Э. Е.; Nagornov, N. N.; Нагорнов, Н. Н. |
| 2025 | Detection of attention state in children with autism spectrum disorder based on neural network classification of electroencephalograms | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Baboshina, V. A.; Бабошина, В. А.; Baryshev, V. V.; Барышев, В. В.; Nagornov, N. N.; Нагорнов, Н. Н. |
| 2020 | EEG Neuro-processing for the development of neurointerfaces | Chervyakov, N. I.; Червяков, Н. И.; Lyakhov, P. A.; Ляхов, П. А.; Kiladze, M. R.; Киладзе, М. Р.; Kovalets, A. A.; Ковалец, А. А.; Lyakhova, U. A.; Ляхова, У. А. |
| 2025 | Ensemble System for Skin Cancer Detection Based on the Analysis of Heterogeneous Dermatological Data Using Multimodal Neural Networks | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Kalita, D. I.; Калита, Д. И. |
| 2020 | Method for determining skin lesions from images using neural network | Lyakhova, U. A.; Ляхова, У. А.; Lyakhov, P. A.; Ляхов, П. А.; Chervyakov, N. I.; Червяков, Н. И. |
| 2025 | Method for Determining the Sign in the Residue Number System Based on the Chinese Theorem on Fractional Remainders | Kalita, D. I.; Калита, Д. И.; Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Orazaev, A. R.; Оразаев, А. Р.; Kovaleva, V. D.; Ковалева, В. Д. |
| 2021 | Method of cleaning hair structures for intellectual image classification of skin neoplasms | Lyakhova, U. A.; Ляхова, У. А.; Lyakhov, P. A.; Ляхов, П. А. |
| 2023 | Multimodal Analysis of Unbalanced Dermatological Data for Skin Cancer Recognition | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Kalita, D. I.; Калита, Д. И. |
| 2024 | Multimodal ensemble neural network system for skin cancer detection on heterogeneous dermatological data | Lyakhova, U. A.; Ляхова, У. А.; Lyakhov, P. A.; Ляхов, П. А. |
| 2023 | Multimodal Neural Network for Recognition of Cardiac Arrhythmias Based on 12-Load Electrocardiogram Signals | Киладзе, М. Р.; Kiladze, M. R.; Lyakhova, U. A.; Ляхова, У. А.; Nagornov, N. N.; Нагорнов, Н. Н.; Lyakhov, P. A.; Ляхов, П. А. |
| 2022 | Neural network classification of dermatoscopic images of pigmented skin lesions | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Baboshina, V. A.; Бабошина, В. А. |
| 2021 | Neural network classification system for pigmented skin neoplasms with preliminary hair removal in photographs | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А. |
| 2023 | Neural Network Skin Cancer Recognition with a Modified Cross-Entropy Loss Function | Lyakhova, U. A.; Ляхова, У. А. |
| 2022 | Neural network system for analyzing statistical factors of patients for predicting the survival of dental implants | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А. |
| 2024 | Non-convex optimization with using positive-negative moment estimation and its application for skin cancer recognition with a neural network | Lyakhov, P. A.; Ляхов, П. А.; Lyakhova, U. A.; Ляхова, У. А.; Abdulkadirov, R. I.; Абдулкадиров, Р. И. |
| 2022 | Semantic Segmentation System of Pigmented Skin Lesions Based on Convolutional Neural Networks | Fedorenko, V. V.; Федоренко, В. В.; Lyakhova, U. A.; Ляхова, У. А.; Nagornov, N. N.; Нагорнов, Н. Н. |
