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Andrey Somov

research center for digital engineering and innovation

29H指数
157论文数
2.9K被引数
收录论文 43
发表时间
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GUARD: Enabling fair gaming through the gameplay analysis using machine learning methods and expert knowledgeGUARD: 通过使用机器学习方法和专家知识的游戏分析来实现公平游戏
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2026-01-21
err0
PREAI
errOrlova, Julia; Stepanov, Anton; Somov, Andrey
err分享
err收藏
Transfer learning for assessing Parkinson’s disease: Analysis of wrist-worn sensors data and time-series imaging基于迁移学习的帕金森病评估：腕部佩戴传感器数据分析与时间序列成像分析
errMeasurement
IF5.6
err2025-12-12
err0
PREAI
errMohammed Hammoud; Aleksei Shcherbak; Ekaterina Bril; Maksim Semenov; Oleg Sergiyenko; Andrey Somov
err分享
err收藏
Enabling Real-Time, Modular Autonomy Flight Software for Space Robotics: Bridging Deterministic Control and Dynamic Simulation实现适用于空间机器人的实时、模块化自主飞行软件：连接确定性控制与动态仿真
errINTERNATIONAL JOURNAL OF AERONAUTICAL AND SPACE SCIENCES
IF1.4
err2025-09-01
err0
PREAI
errMetwally, Abdelrahman; Baldycheva, Anna; Somov, Andrey
err分享
err收藏
FS-Net: Full scale network and adaptive threshold for improving extraction of micro-retinal vessel structures
errPATTERN RECOGNITION LETTERS
IF3.3
err2025-03-01
err0
PREAI
errGetahun, Melaku N.; Rogov, Oleg Y.; Dylov, Dmitry V.; Somov, Andrey; Bouridane, Ahmed; Hamoudi, Rifat
err分享
err收藏
Data-centric approach for instance segmentation in optical waste sorting
errWASTE MANAGEMENT
IF7.1
err2025-01-01
err0
PREAI
errIliushina, Anna; Mazanov, Gleb; Nesteruk, Sergey; Pimenov, Andrey; Stepanov, Anton; Mikhaylova, Nadezhda; Baldycheva, Anna; Somov, Andrey
err分享
err收藏
Designing Future Aerospace Systems: Integrating BIP Formal Verification Into F Prime Framework设计未来航空航天系统：将BIP形式验证集成到F Prime框架中
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errAbdelrahman Metwally; Andrey Somov
err分享
err收藏
Hyperspectral Data Driven Solid Waste Classification
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errMazanov, Gleb; Iliushina, Anna; Nesteruk, Sergey; Pimenov, Andrey; Stepanov, Anton; Mikhaylova, Nadezhda; Somov, Andrey
err分享
err收藏
Machine learning-based infant crying interpretation基于机器学习的婴儿哭闹判读
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2024-02-08
err1
errOAAI
errHammoud, Mohammed; Getahun, Melaku N.; Baldycheva, Anna; Somov, Andrey
err分享
err收藏
Deep learning framework for neurological diseases diagnosis through near-infrared eye video and time series imaging algorithms基于近红外眼视频和时间序列成像算法的神经系统疾病诊断深度学习框架
errINTERNET OF THINGS
IF7.6
err2023-12-01
err6
PREAI
errHammoud, Mohammed; Kovalenko, Ekaterina; Somov, Andrey; Bril, Ekaterina; Baldycheva, Anna
err分享
err收藏
Detection and Classification of Early Stages of Parkinson's Disease Through Wearable Sensors and Machine Learning通过可穿戴传感器和机器学习检测和分类帕金森病的早期阶段
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2023-01-01
err13
PREAI
errShcherbak, Aleksei; Kovalenko, Ekaterina; Somov, Andrey
err分享
err收藏
Dynamic Mode Decomposition and Deep Learning for Postharvest Decay Prediction in Apples
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2023-01-01
err3
PREAI
errStasenko, Nikita; Shadrin, Dmitry; Katrutsa, Alexandr; Somov, Andrey
err分享
err收藏
PseudoAugment: Enabling Smart Checkout Adoption for New Classes Without Human Annotation
errIEEE ACCESS
IF3.6
err2023-01-01
err3
errOAAI
errNesteruk, Sergey; Illarionova, Svetlana; Zherebzov, Ilya; Traweek, Claire; Mikhailova, Nadezhda; Somov, Andrey; Oseledets, Ivan
err分享
err收藏
AI-enabled prediction of video game player performance using the data from heterogeneous sensors
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2022-08-23
err2
errOAAI
errSmerdov, Anton; Somov, Andrey; Burnaev, Evgeny; Stepanov, Anton
err分享
err收藏
Analysis of Video Game Players' Emotions and Team Performance: An Esports Tournament Case Study
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2022-08-01
err11
PREAI
errAbramov, Simon; Korotin, Alexander; Somov, Andrey; Burnaev, Evgeny; Stepanov, Anton; Nikolaev, Dmitry; Titova, Maria A.
err分享
err收藏
XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation
errIEEE ACCESS
IF3.6
err2022-01-01
err15
errOAAI
errNesteruk, Sergey; Illarionova, Svetlana; Akhtyamov, Timur; Shadrin, Dmitrii; Somov, Andrey; Pukalchik, Mariia; Oseledets, Ivan
err分享
err收藏
Comparative Study of Wearable Sensors, Video, and Handwriting to Detect Parkinson's Disease可穿戴传感器、视频和手写检测帕金森病的比较研究
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2022-01-01
err23
PREAI
errTalitckii, Aleksandr; Kovalenko, Ekaterina; Shcherbak, Aleksei; Anikina, Anna; Bril, Ekaterina; Zimniakova, Olga; Semenov, Maxim; Dylov, Dmitry, V; Somov, Andrey
err分享
err收藏
Building a Behavioral Profile and Assessing the Skill of Video Game Players
errIEEE SENSORS JOURNAL
IF4.5
err2022-01-01
err6
PREAI
errLange, Andrey; Somov, Andrey; Stepanov, Anton; Burnaev, Evgeny
err分享
err收藏
Detecting Video Game Player Burnout With the Use of Sensor Data and Machine Learning
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2021-11-15
err12
errOAAI
errSmerdov, Anton; Somov, Andrey; Burnaev, Evgeny; Zhou, Bo; Lukowicz, Paul
err分享
err收藏
Comprehensive modelling framework for a low temperature gradient thermoelectric generator
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2021-11-01
err10
PREAI
errVostrikov, Sergei; Somov, Andrey; Gotovtsev, Pavel; Magno, Michele
err分享
err收藏
Image Compression and Plants Classification Using Machine Learning in Controlled-Environment Agriculture: Antarctic Station Use Case
errIEEE SENSORS JOURNAL
IF4.5
err2021-08-15
err25
errOAAI
errNesteruk, Sergey; Shadrin, Dmitrii; Pukalchik, Mariia; Somov, Andrey; Zeidler, Conrad; Zabel, Paul; Schubert, Daniel
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
R
Rifat Hamoudi
H 指数: 57 · 论文数: 433
M
Michele Magno
H 指数: 47 · 论文数: 540
A
Ahmed Bouridane
H 指数: 43 · 论文数: 595
M
Maxim V. Fedorov
H 指数: 41 · 论文数: 197
I
Ivan Oseledets
H 指数: 40 · 论文数: 480
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