Andrey Somov
Orcid: 0000-0002-4615-3008
According to our database1,
Andrey Somov
authored at least 83 papers
between 2008 and 2023.
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Bibliography
2023
Deep learning framework for neurological diseases diagnosis through near-infrared eye video and time series imaging algorithms.
Internet Things, December, 2023
Deep Learning in Precision Agriculture: Artificially Generated VNIR Images Segmentation for Early Postharvest Decay Prediction in Apples.
Entropy, July, 2023
AI-enabled prediction of video game player performance using the data from heterogeneous sensors.
Multim. Tools Appl., March, 2023
Dynamic Mode Decomposition and Deep Learning for Postharvest Decay Prediction in Apples.
IEEE Trans. Instrum. Meas., 2023
Detection and Classification of Early Stages of Parkinson's Disease Through Wearable Sensors and Machine Learning.
IEEE Trans. Instrum. Meas., 2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Enabling Multi-Part Plant Segmentation with Instance-Level Augmentation Using Weak Annotations.
Inf., 2023
FS-Net: Full Scale Network and Adaptive Threshold for Improving Extraction of Micro-Retinal Vessel Structures.
CoRR, 2023
PseudoAugment: Enabling Smart Checkout Adoption for New Classes Without Human Annotation.
IEEE Access, 2023
Dominant Hand Invariant Parkinson's Disease Detection Using 1-D CNN Model and STFT-based IMU Data Fusion.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023
Analysis of Latent Factors Affecting Video Game Performance Using Machine Learning Methods.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
Apple Tree Health Recognition Through the Application of Transfer Learning for UAV Imagery.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
2022
Analysis of Video Game Players' Emotions and Team Performance: An Esports Tournament Case Study.
IEEE J. Biomed. Health Informatics, 2022
Comparative Study of Wearable Sensors, Video, and Handwriting to Detect Parkinson's Disease.
IEEE Trans. Instrum. Meas., 2022
XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation.
IEEE Access, 2022
Transfer Learning for Few-Shot Plants Recognition: Antarctic Station Greenhouse Use-Case.
Proceedings of the 31st IEEE International Symposium on Industrial Electronics, 2022
2021
Defining Optimal Exercises for Efficient Detection of Parkinson's Disease Using Machine Learning and Wearable Sensors.
IEEE Trans. Instrum. Meas., 2021
IEEE Trans. Computers, 2021
Detecting Video Game Player Burnout With the Use of Sensor Data and Machine Learning.
IEEE Internet Things J., 2021
NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results.
CoRR, 2021
Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021
Proceedings of the IECON 2021, 2021
Proceedings of the IECON 2021, 2021
Low-power Hybrid Energy Harvesting System Based on the Joint Operation of Glucose Biofuel Cells and Thermoelectric Generator.
Proceedings of the IECON 2021, 2021
2020
Enabling Precision Agriculture Through Embedded Sensing With Artificial Intelligence.
IEEE Trans. Instrum. Meas., 2020
AI-enabled Prediction of eSports Player Performance Using the Data from Heterogeneous Sensors.
CoRR, 2020
Collection and Validation of Psycophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset.
CoRR, 2020
Assessment of Video Games Players and Teams Behaviour via Sensing and Heterogeneous Data Analysis: Deployment at an eSports Tournament.
Proceedings of the Science and Technologies for Smart Cities, 2020
Proceedings of the PervasiveHealth '20: 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2020
Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020
Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020
Analysis of the Reaction Time of eSports Players through the Gaze Tracking and Personality Trait.
Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020
eSports Players Professional Level and Tiredness Prediction using EEG and Machine Learning.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020
Realizing Body-Machine Interface for Quadrotor Control Through Kalman Filters and Recurrent Neural Network.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020
Proceedings of the 7th International Conference on Behavioural and Social Computing, 2020
2019
Understanding Cyber Athletes Behaviour Through a Smart Chair: CS: GO and Monolith Team Scenario.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019
eSports Pro-Players Behavior During the Game Events: Statistical Analysis of Data Obtained Using the Smart Chair.
Proceedings of the 2019 IEEE SmartWorld, 2019
Towards Understanding of eSports Athletes' Potentialities: The Sensing System for Data Collection and Analysis.
Proceedings of the 2019 IEEE SmartWorld, 2019
DronePick: Object Picking and Delivery Teleoperation with the Drone Controlled by a Wearable Tactile Display.
Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019
Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Data-Driven Body-Machine Interface for Drone Intuitive Control through Voice and Gestures.
Proceedings of the IECON 2019, 2019
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019
Proceedings of the 2019 Global IoT Summit, 2019
2018
IEEE Pervasive Comput., 2018
Comput. Electr. Eng., 2018
Bacteria to power the smart sensor applications: Biofuel cell for low-power IoT devices.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018
Mixed Reality Glasses: Low-Power IoT System for Digital Augmentation of Video Stream in Visual Recognition Applications.
Proceedings of the 13th IEEE International Symposium on Industrial Embedded Systems, 2018
Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018
Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018
Pervasive agriculture: Measuring and predicting plant growth using statistics and 2D/3D imaging.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018
2017
Estimation of a Gas Mixture Explosion Risk by Measuring the Oxidation Heat Within a Catalytic Sensor.
IEEE Trans. Ind. Electron., 2017
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017
2016
Proceedings of the IEEE International Smart Cities Conference, 2016
Poster Abstract: Piezoelectric Energy Harvesting Powered WSN for Aircraft Structural Health Monitoring.
Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016
Ultra-low-power RADFET sensing circuit for wireless sensor networks powered by energy harvesting.
Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016
2015
Compact Low Power Wireless Gas Sensor Node With Thermo Compensation for Ubiquitous Deployment.
IEEE Trans. Ind. Informatics, 2015
Ad Hoc Networks, 2015
Approach to Engineering the Temperature Sensing E-textile: A Lightweight Thermistor as an Active Sensing Element.
Proceedings of the Internet of Things. IoT Infrastructures, 2015
Fabrication and Application of Low Cost Flexible Film-Based Sensors to Environmental and Biomedical Monitoring Scenarios.
Proceedings of the Internet of Things. IoT Infrastructures, 2015
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015
2014
Proceedings of the IEEE World Forum on Internet of Things, 2014
2013
Enabling smart cities through a cognitive management framework for the internet of things.
IEEE Commun. Mag., 2013
Formal Models of the Scenario-Indicator Approach in the Study of Security Problems in Railway Transport.
Proceedings of the 7th IFAC Conference on Manufacturing Modelling, Management, and Control, 2013
Proceedings of the 2013 Future Network & Mobile Summit, Lisboa, Portugal, July 3-5, 2013, 2013
Proceedings of the IEEE 18th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2013
2012
A Cognitive Management Framework for Smart Objects and Applications in the Internet of Things.
Proceedings of the Mobile Networks and Management - 4th International Conference, 2012
Proceedings of the Ninth International Conference on Networked Sensing, 2012
Virtualization and Cognitive Management of Real World Objects in the Internet of Things.
Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012
Proceedings of the Wireless Sensor Networks - 9th European Conference, 2012
Proceedings of the Wireless Sensor Networks - 9th European Conference, 2012
An energy aware framework for virtual machine placement in cloud federated data centres.
Proceedings of the 3rd International Conference on Energy-Efficient Computing and Networking, 2012
Proceedings of the Energy Efficient Data Centers - First International Workshop, 2012
2011
EAI Endorsed Trans. Ambient Syst., 2011
2010
Energy Efficient Trade-Off between Communication and Sensing in Wireless Gas Sensor Node.
Proceedings of the Mobile Multimedia Communications - 6th International ICST Conference, 2010
Combustible gases and early fire detection: an autonomous system for wireless sensor networks.
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking, 2010
2009
Power Management and Power Consumption Optimization Techniques in Wireless Sensor Networks.
PhD thesis, 2009
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009
2008
Proceedings of the Self-Organizing Systems, Third International Workshop, 2008