Andrey Somov

Orcid: 0000-0002-4615-3008

According to our database1, Andrey Somov authored at least 87 papers between 2008 and 2024.

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Bibliography

2024
Optical detection of plastic waste through computer vision.
Intell. Syst. Appl., 2024

Machine learning-based infant crying interpretation.
Frontiers Artif. Intell., 2024

Estimation of In-Game Player Behavior by Measuring Key Gameplay Parameters.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

Wearable Sensors and Machine Learning Fusion for Parkinson's Disease Assessment.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

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

Drone-Aided Detection of Weeds: Transfer Learning for Embedded Image Processing.
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

Discrete Spectral Sensing System for Separation of Polyolefin Waste Plastics.
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

Real-Time Detection of Hogweed: UAV Platform Empowered by Deep Learning.
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

Apple Trees Diseases Detection Through Computer Vision in Embedded Systems.
Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

Deep Learning for Postharvest Decay Prediction in Apples.
Proceedings of the IECON 2021, 2021

Learned Gradient Descent Performance in Bicubic Super-Resolution Task.
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

Data-Driven Analysis of Parkinson's Disease and its Detection at an Early Stage.
Proceedings of the PervasiveHealth '20: 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2020

Plant Growth Prediction through Intelligent Embedded Sensing.
Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020

Deconvolution of Image Sequences with a Learning FFT-based Approach.
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

Wireless Graphene Temperature Sensor.
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

Kalman Filtering for Accurate and Fast Plant Growth Dynamics Assessment.
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

Personality Traits and Coping Strategies of eSports Players.
Proceedings of the 7th International Conference on Behavioural and Social Computing, 2020

2019
Esports Athletes and Players: A Comparative Study.
IEEE Pervasive Comput., 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

Visual Fixations Duration as an Indicator of Skill Level in eSports.
Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019

Sensors and Game Synchronization for Data Analysis in eSports.
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

System Identification - Soilless Growth of Tomatoes.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Developing IoT Devices Empowered by Artificial Intelligence: Experimental Study.
Proceedings of the 2019 Global IoT Summit, 2019

2018
Pervasive Agriculture: IoT-Enabled Greenhouse for Plant Growth Control.
IEEE Pervasive Comput., 2018

Consist-to-Consist communications in the trains: Is it time to use ultra wide-band?
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

An electromagnetic in-shoe energy harvester using wave springs.
Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018

Wireless power transfer to the sensors integrated in a wall.
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

Smart textile: Exploration of wireless sensing capabilities.
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017

2016
Multi-wavelength IR method for monitoring air pollution in cities.
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

Plug4Green: A flexible energy-aware VM manager to fit data centre particularities.
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

A wireless carbon monoxide sensor node with hybrid power supply.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

2014
Cognitive management framework for Internet of Things: - A prototype implementation.
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

Supporting smart-city mobility with cognitive Internet of Things.
Proceedings of the 2013 Future Network & Mobile Summit, Lisboa, Portugal, July 3-5, 2013, 2013

Power control game for spectrum sharing in public safety communications.
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

Printed electrochemical capacitors for energy scavenging sensor networks.
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

Towards Extending Sensor Node Lifetime with Printed Supercapacitors.
Proceedings of the Wireless Sensor Networks - 9th European Conference, 2012

Energy-Aware Gas Sensing Using Wireless Sensor Networks.
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

Energy Usage and Carbon Emission Optimization Mechanism for Federated Data Centers.
Proceedings of the Energy Efficient Data Centers - First International Workshop, 2012

2011
Wildfire safety with wireless sensor networks.
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

A Methodology for Power Consumption Evaluation of Wireless Sensor Networks.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009

2008
A Self-powered Module with Localization and Tracking System for Paintball.
Proceedings of the Self-Organizing Systems, Third International Workshop, 2008


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