A Self-powered Module with Localization and Tracking System for Paintball. - Andrey Somov; Vinay Sachidananda; Roberto Passerone (IWSOS, 2008)

A Methodology for Power Consumption Evaluation of Wireless Sensor Networks. - Andrey Somov; Ivan Minakov; Alena Simalatsar; Giorgio Fontana; Roberto Passerone (ETFA, 2009)

Power Management and Power Consumption Optimization Techniques in Wireless Sensor Networks. - Andrey Somov (2009)

Combustible gases and early fire detection: an autonomous system for wireless sensor networks. - Andrey Somov; Denis Spirjakin; Mikhail Ivanov; Igor Khromushin; Roberto Passerone; Alexander Baranov; Alexey Savkin (e-Energy, 2010)

Energy Efficient Trade-Off between Communication and Sensing in Wireless Gas Sensor Node. - Andrey Somov; Mikhail Ivanov; Alexander Baranov; Alexey Savkin; Kandeepan Sithamparanathan (MobiMedia, 2010)

Wildfire safety with wireless sensor networks. - Andrey Somov (EAI Endorsed Trans. Ambient Syst., 2011)

Energy Usage and Carbon Emission Optimization Mechanism for Federated Data Centers. - Dang Minh Quan; Andrey Somov; Corentin Dupont (E2DC, 2012)

An energy aware framework for virtual machine placement in cloud federated data centres. - Corentin Dupont; Thomas Schulze 002; Giovanni Giuliani; Andrey Somov; Fabien Hermenier (e-Energy, 2012)

Energy-Aware Gas Sensing Using Wireless Sensor Networks. - Andrey Somov; Alexander Baranov; Alexey Savkin; Mikhail Ivanov; Lucia Calliari; Roberto Passerone; Evgeny F. Karpov; Alexey Suchkov (EWSN, 2012)

Towards Extending Sensor Node Lifetime with Printed Supercapacitors. - Andrey Somov; Christine Ho; Roberto Passerone; James W. Evans; Paul K. Wright (EWSN, 2012)

Virtualization and Cognitive Management of Real World Objects in the Internet of Things. - Dimitris Kelaidonis; Andrey Somov; Vassilis Foteinos; George Poulios; Vera Stavroulaki; Panagiotis Vlacheas; Panagiotis Demestichas; Alexander Baranov; Abdur Rahim Biswas; Raffaele Giaffreda (GreenCom, 2012)

Printed electrochemical capacitors for energy scavenging sensor networks. - Andrey Somov; James W. Evans; Christine Ho; Paul K. Wright; Roberto Passerone (INSS, 2012)

A Cognitive Management Framework for Smart Objects and Applications in the Internet of Things. - Dimitris Kelaidonis; Andrey Somov; George Poulios; Vassilis Foteinos; Vera Stavroulaki; Panagiotis Vlacheas; Panagiotis Demestichas (MONAMI, 2012)

Power control game for spectrum sharing in public safety communications. - Andrey Somov; Tinku Rasheed; Yedugundla Venkata Kiran (CAMAD, 2013)

Supporting smart-city mobility with cognitive Internet of Things. - Andrey Somov; Corentin Dupont; Raffaele Giaffreda (Future Network & Mobile Summit, 2013)

Formal Models of the Scenario-Indicator Approach in the Study of Security Problems in Railway Transport. - Vladimir V. Kulba; Dmitry Somov; Andrey Somov (MIM, 2013)

Enabling smart cities through a cognitive management framework for the internet of things. - Panagiotis Vlacheas; Raffaele Giaffreda; Vera Stavroulaki; Dimitris Kelaidonis; Vassilis Foteinos; George Poulios; Panagiotis Demestichas; Andrey Somov; Abdur Rahim Biswas; Klaus Moessner (IEEE Commun. Mag., 2013)

Cognitive management framework for Internet of Things: - A prototype implementation. - Swaytha Sasidharan; Andrey Somov; Abdur Rahim Biswas; Raffaele Giaffreda (WF-IoT, 2014)

A wireless carbon monoxide sensor node with hybrid power supply. - Alexander Baranov; Denis Spirjakin; Saba Akbari; Andrey Somov; Roberto Passerone (I2MTC, 2015)

Fabrication and Application of Low Cost Flexible Film-Based Sensors to Environmental and Biomedical Monitoring Scenarios. - Vladimir Laukhin; Victor Lebedev; Elena Laukhina; Andrey Somov; Alexander Baranov; Concepció Rovira; Jaume Veciana (IoT 360 (2), 2015)

Approach to Engineering the Temperature Sensing E-textile: A Lightweight Thermistor as an Active Sensing Element. - Victor Lebedev; Elena Laukhina; Vladimir Laukhin; Andrey Somov; Alexander Baranov; Concepció Rovira; Jaume Veciana (IoT 360 (2), 2015)

Plug4Green: A flexible energy-aware VM manager to fit data centre particularities. - Corentin Dupont; Fabien Hermenier; Thomas Schulze 002; Robert Basmadjian; Andrey Somov; Giovanni Giuliani (Ad Hoc Networks, 2015)

Compact Low Power Wireless Gas Sensor Node With Thermo Compensation for Ubiquitous Deployment. - Andrey Somov; Evgeny F. Karpov; Elena Karpova; Alexey Suchkov; Sergey Mironov; Alexey Karelin; Alexander Baranov; Denis Spirjakin (IEEE Trans. Ind. Informatics, 2015)

Ultra-low-power RADFET sensing circuit for wireless sensor networks powered by energy harvesting. - Andrey Somov; Zheng Jun Chew; Tingwen Ruan; Meiling Zhu; Simon P. Platt (IEEE SENSORS, 2016)

Poster Abstract: Piezoelectric Energy Harvesting Powered WSN for Aircraft Structural Health Monitoring. - Andrey Somov; Zheng Jun Chew; Tingwen Ruan; Qiang Li; Meiling Zhu (IPSN, 2016)

Multi-wavelength IR method for monitoring air pollution in cities. - Sergey Fanchenko; Alexander Baranov; Alexey Savkin; Andrey Somov; Lucia Calliari (ISC2, 2016)

Smart textile: Exploration of wireless sensing capabilities. - Andrey Somov; Elias Torres Alonso; Monica F. Craciun; Ana I. S. Neves; Anna Baldycheva (IEEE SENSORS, 2017)

Estimation of a Gas Mixture Explosion Risk by Measuring the Oxidation Heat Within a Catalytic Sensor. - Andrey Somov; Alexey Karelin; Alexander Baranov; Sergey Mironov (IEEE Trans. Ind. Electron., 2017)

Pervasive agriculture: Measuring and predicting plant growth using statistics and 2D/3D imaging. - Dmitrii G. Shadrin; Andrey Somov; Tatiana Podladchikova; Rupert Gerzer (I2MTC, 2018)

Wireless power transfer to the sensors integrated in a wall. - Alexey Vl. Filimonov; Andrey Somov (ICPS, 2018)

An electromagnetic in-shoe energy harvester using wave springs. - Dibin Zhu; Itzayana Duarte-Rabelo; Ivo Netali Ayala-Garcia; Andrey Somov (ICPS, 2018)

Mixed Reality Glasses: Low-Power IoT System for Digital Augmentation of Video Stream in Visual Recognition Applications. - Alexander Menshchikov; Andrey Somov (SIES, 2018)

Bacteria to power the smart sensor applications: Biofuel cell for low-power IoT devices. - Andrey Somov; Pavel M. Gotovtsev; Andrey V. Dyakov; Alisa Alenicheva; Yuliya Plehanova; Sergey Tarasov; Anatoly Reshetilov (WF-IoT, 2018)

Consist-to-Consist communications in the trains: Is it time to use ultra wide-band? - Andrey Somov; Alexey Baraev (Comput. Electr. Eng., 2018)

Pervasive Agriculture: IoT-Enabled Greenhouse for Plant Growth Control. - Andrey Somov; Dmitrii G. Shadrin; Ilia Fastovets; Artyom Nikitin; Sergey A. Matveev; Ivan V. Oseledets; Oleksii Hrinchuk (IEEE Pervasive Comput., 2018)

Developing IoT Devices Empowered by Artificial Intelligence: Experimental Study. - Viktor Prutyanov; Nikita Melentev; Daniil Lopatkin; Alexander Menshchikov; Andrey Somov (GIoTS, 2019)

System Identification - Soilless Growth of Tomatoes. - Dmitrii G. Shadrin; Artem V. Chashchin; Grigory V. Ovchinnikov; Andrey Somov (I2MTC, 2019)

Data-Driven Body-Machine Interface for Drone Intuitive Control through Voice and Gestures. - Alexander Menshchikov; Dmitry Ermilov; I. Dranitsky; L. Kupchenko; Maxim Panov; Maxim V. Fedorov; Andrey Somov (IECON, 2019)

Sensors and Game Synchronization for Data Analysis in eSports. - Anton Stepanov; Andrey Lange; Nikita Khromov; Alexander Korotin; Evgeny Burnaev; Andrey Somov (INDIN, 2019)

Visual Fixations Duration as an Indicator of Skill Level in eSports. - Boris B. Velichkovsky; Nikita Khromov; Alexander Korotin; Evgeny Burnaev; Andrey Somov (INTERACT (1), 2019)

DronePick: Object Picking and Delivery Teleoperation with the Drone Controlled by a Wearable Tactile Display. - Roman Ibrahimov; Evgeny V. Tsykunov; Vladimir Shirokun; Andrey Somov; Dzmitry Tsetserukou (RO-MAN, 2019)

Towards Understanding of eSports Athletes' Potentialities: The Sensing System for Data Collection and Analysis. - Alexander Korotin; Nikita Khromov; Anton Stepanov; Andrey Lange; Evgeny Burnaev; Andrey Somov (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

eSports Pro-Players Behavior During the Game Events: Statistical Analysis of Data Obtained Using the Smart Chair. - Anton Smerdov; Evgeny Burnaev; Andrey Somov (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Understanding Cyber Athletes Behaviour Through a Smart Chair: CS: GO and Monolith Team Scenario. - Anton Smerdov; Anastasia Kiskun; Rostislav Shaniiazov; Andrey Somov; Evgeny Burnaev (WF-IoT, 2019)

Esports Athletes and Players: A Comparative Study. - Nikita Khromov; Alexander Korotin; Andrey Lange; Anton Stepanov; Evgeny Burnaev; Andrey Somov (IEEE Pervasive Comput., 2019)

Personality Traits and Coping Strategies of eSports Players. - Maria Semenova; Andrey Lange; Denis Koposov; Andrey Somov; Evgeny Burnaev (BESC, 2020)

Realizing Body-Machine Interface for Quadrotor Control Through Kalman Filters and Recurrent Neural Network. - Alexander Menshchikov; Daniil Lopatkin; Evgeny V. Tsykunov; Dzmitry Tsetserukou; Andrey Somov (ETFA, 2020)

Kalman Filtering for Accurate and Fast Plant Growth Dynamics Assessment. - Dmitrii Shadrin; Tatiana Podladchikova; Grigory V. Ovchinnikov; Artem L. Pavlov; Mariia Pukalchik; Andrey Somov (I2MTC, 2020)

eSports Players Professional Level and Tiredness Prediction using EEG and Machine Learning. - Nikita Melentev; Andrey Somov; Evgeny Burnaev; Irina Strelnikova; Galina Strelnikova; Elizaveta Melenteva; Alexander Menshchikov (IEEE SENSORS, 2020)

Wireless Graphene Temperature Sensor. - Andrey Somov; Evgeniya Kovalska; Anna Baldycheva (IEEE SENSORS, 2020)

Analysis of the Reaction Time of eSports Players through the Gaze Tracking and Personality Trait. - Denis Koposov; Maria Semenova; Andrey Somov; Andrey Lange; Anton Stepanov; Evgeny Burnaev (ISIE, 2020)

Deconvolution of Image Sequences with a Learning FFT-based Approach. - Iaroslav Koshelev; Andrey Somov; Stamatios Lefkimmiatis; Antonio Jose Rodríguez-Sánchez (ISIE, 2020)

Plant Growth Prediction through Intelligent Embedded Sensing. - Sergey Nesteruk; Dmitrii Shadrin; Vladislav Kovalenko; Antonio Jose Rodríguez-Sánchez; Andrey Somov (ISIE, 2020)

Data-Driven Analysis of Parkinson's Disease and its Detection at an Early Stage. - Aleksandr Talitckii; Anna Anikina; Ekaterina Kovalenko; Oscar Mayora; Venet Osmani; Olga Zimniakova; Maxim Semenov; Ekaterina Bril; Dmitry V. Dylov; Andrey Somov (PervasiveHealth, 2020)

Assessment of Video Games Players and Teams Behaviour via Sensing and Heterogeneous Data Analysis: Deployment at an eSports Tournament. - Alexander Korotin; Anton Stepanov; Andrey Lange; Dmitry Nikolaev 004; Simon Abramov; Nikita Klyuchnikov; Evgeny Burnaev; Andrey Somov (SmartCity360°, 2020)

Collection and Validation of Psycophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset. - Anton Smerdov; Bo Zhou 005; Paul Lukowicz; Andrey Somov (CoRR, 2020)

AI-enabled Prediction of eSports Player Performance Using the Data from Heterogeneous Sensors. - Anton Smerdov; Evgeny Burnaev; Andrey Somov (CoRR, 2020)

Enabling Precision Agriculture Through Embedded Sensing With Artificial Intelligence. - Dmitrii G. Shadrin; Alexander Menshchikov; Andrey Somov; Gerhild Bornemann; Jens Hauslage; Maxim V. Fedorov (IEEE Trans. Instrum. Meas., 2020)

Low-power Hybrid Energy Harvesting System Based on the Joint Operation of Glucose Biofuel Cells and Thermoelectric Generator. - Daria Gazizova; Aleksei Shcherbak; Pavel M. Gotovtsev; Yulia Parunova; Sergei Vostrikov; Andrey Somov (IECON, 2021)

Learned Gradient Descent Performance in Bicubic Super-Resolution Task. - Iaroslav Koshelev; Andrey Somov (IECON, 2021)

Deep Learning for Postharvest Decay Prediction in Apples. - Nikita Stasenko; Maxim Savinov; Valeriy Burlutskiy; Maria Pukalchik; Andrey Somov (IECON, 2021)

Apple Trees Diseases Detection Through Computer Vision in Embedded Systems. - Denis Logashov; Dmitrii Shadrin; Andrey Somov; Mariia Pukalchik; Anastasia Uryasheva; Hari Prabhat Gupta; Nikita Rodichenko (ISIE, 2021)

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results. - Ren Yang; Radu Timofte; Jing Liu 031; Yi Xu 003; Xinjian Zhang; Minyi Zhao; Shuigeng Zhou; Kelvin C. K. Chan; Shangchen Zhou; Xiangyu Xu 002; Chen Change Loy; Xin Li 106; et al. (CoRR, 2021)

Detecting Video Game Player Burnout With the Use of Sensor Data and Machine Learning. - Anton Smerdov; Andrey Somov; Evgeny Burnaev; Bo Zhou 005; Paul Lukowicz (IEEE Internet Things J., 2021)

Real-Time Detection of Hogweed: UAV Platform Empowered by Deep Learning. - Alexander Menshchikov; Dmitrii Shadrin; Viktor Prutyanov; Daniil Lopatkin; Sergey Sosnin; Evgeny V. Tsykunov; Evgeny Iakovlev; Andrey Somov (IEEE Trans. Computers, 2021)

Defining Optimal Exercises for Efficient Detection of Parkinson's Disease Using Machine Learning and Wearable Sensors. - Aleksandr Talitckii; Anna Anikina; Ekaterina Kovalenko; Aleksei Shcherbak; Oscar Mayora; Olga Zimniakova; Ekaterina Bril; Maxim Semenov; Dmitry V. Dylov; Andrey Somov (IEEE Trans. Instrum. Meas., 2021)

Transfer Learning for Few-Shot Plants Recognition: Antarctic Station Greenhouse Use-Case. - Liliya Lemikhova; Sergey Nesteruk; Andrey Somov (ISIE, 2022)

XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation. - Sergey Nesteruk; Svetlana Illarionova; Timur Akhtyamov; Dmitrii Shadrin; Andrey Somov; Mariia Pukalchik; Ivan V. Oseledets (IEEE Access, 2022)

Comparative Study of Wearable Sensors, Video, and Handwriting to Detect Parkinson's Disease. - Aleksandr Talitckii; Ekaterina Kovalenko; Aleksei Shcherbak; Anna Anikina; Ekaterina Bril; Olga Zimniakova; Maxim Semenov; Dmitry V. Dylov; Andrey Somov (IEEE Trans. Instrum. Meas., 2022)

Analysis of Video Game Players' Emotions and Team Performance: An Esports Tournament Case Study. - Simon Abramov; Alexander Korotin; Andrey Somov; Evgeny Burnaev; Anton Stepanov; Dmitry Nikolaev 004; Maria A. Titova (IEEE J. Biomed. Health Informatics, 2022)

Apple Tree Health Recognition Through the Application of Transfer Learning for UAV Imagery. - Liubov Dolgaia; Svetlana Illarionova; Sergey Nesteruk; Ivan Krivolapov; Anna Baldycheva; Andrey Somov; Dmitrii Shadrin (ETFA, 2023)

Discrete Spectral Sensing System for Separation of Polyolefin Waste Plastics. - Andrey Pimenov; Sergey Nesteruk; Nadezhda Mikhailova; Anton Stepanov; Natalia Sliusar; Vladimir Korotaev; Anna Baldycheva; Andrey Somov (ETFA, 2023)

Analysis of Latent Factors Affecting Video Game Performance Using Machine Learning Methods. - Julia Orlova; Anton Stepanov; Anton Vinogradov; Lubov Orlova; Anna Baldycheva; Andrey Somov (ISIE, 2023)

Dominant Hand Invariant Parkinson's Disease Detection Using 1-D CNN Model and STFT-based IMU Data Fusion. - Aleksei Shcherbak; Ekaterina Kovalenko; Ekaterina Bril; Anna Baldycheva; Andrey Somov (ISIE, 2023)

PseudoAugment: Enabling Smart Checkout Adoption for New Classes Without Human Annotation. - Sergey Nesteruk; Svetlana Illarionova; Ilya Zherebzov; Claire Traweek; Nadezhda Mikhailova; Andrey Somov; Ivan V. Oseledets (IEEE Access, 2023)

Enabling Multi-Part Plant Segmentation with Instance-Level Augmentation Using Weak Annotations. - Semen Mukhamadiev; Sergey Nesteruk; Svetlana Illarionova; Andrey Somov (Inf., 2023)

Drone-Aided Detection of Weeds: Transfer Learning for Embedded Image Processing. - Iaroslav Koshelev; Maxim Savinov; Alexander Menshchikov; Andrey Somov (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Detection and Classification of Early Stages of Parkinson's Disease Through Wearable Sensors and Machine Learning. - Aleksei Shcherbak; Ekaterina Kovalenko; Andrey Somov (IEEE Trans. Instrum. Meas., 2023)

Dynamic Mode Decomposition and Deep Learning for Postharvest Decay Prediction in Apples. - Nikita Stasenko; Dmitrii Shadrin; Alexandr Katrutsa; Andrey Somov (IEEE Trans. Instrum. Meas., 2023)

AI-enabled prediction of video game player performance using the data from heterogeneous sensors. - Anton Smerdov; Andrey Somov; Evgeny Burnaev; Anton Stepanov (Multim. Tools Appl., 2023)

Deep Learning in Precision Agriculture: Artificially Generated VNIR Images Segmentation for Early Postharvest Decay Prediction in Apples. - Nikita Stasenko; Islomjon Shukhratov; Maxim Savinov; Dmitrii Shadrin; Andrey Somov (Entropy, 2023)

Deep learning framework for neurological diseases diagnosis through near-infrared eye video and time series imaging algorithms. - Mohammed Hammoud; Ekaterina Kovalenko; Andrey Somov; Ekaterina Bril; Anna Baldycheva (Internet Things, 2023)

Wearable Sensors and Machine Learning Fusion for Parkinson's Disease Assessment. - Mohammed Hammoud; Aleksei Shcherbak; Melaku N. Getahun; Olga Istrakova; Nataliya Shindryaeva; Olga Zimniakova; Ekaterina Bril; Maxim Semenov; Anna Baldycheva; Andrey Somov (I2MTC, 2024)

Estimation of In-Game Player Behavior by Measuring Key Gameplay Parameters. - Julia Orlova; Anton Stepanov; Anton Vinogradov; Lubov Orlova; Anna Baldycheva; Andrey Somov (I2MTC, 2024)

Machine learning-based infant crying interpretation. - Mohammed Hammoud; Melaku N. Getahun; Anna Baldycheva; Andrey Somov (Frontiers Artif. Intell., 2024)

Optical detection of plastic waste through computer vision. - Islomjon Shukhratov; Andrey Pimenov; Anton Stepanov; Nadezhda Mikhailova; Anna Baldycheva; Andrey Somov (Intell. Syst. Appl., 2024)

Recognition of Three Fine-Grades of Ancient Roman Coins Through Transfer Learning. - Melaku N. Getahun; Mohammed Hammoud; Roberto Passerone; Andrey Somov (I2MTC, 2025)

Real-time Appearance-based Gaze Estimation via Web-Camera. - Nikita Ligostaev; Nicola Conci; Roberto Passerone; Andrey Somov (I2MTC, 2025)

Hyperspectral Data Driven Solid Waste Classification. - Gleb Mazanov; Anna Iliushina; Sergey Nesteruk; Andrey Pimenov; Anton Stepanov; Nadezhda Mikhaylova; Andrey Somov (IEEE Access, 2025)

Multi-Modal Feature Set-Based Detection of Freezing of Gait in Parkinson's Disease Patients Using SVM. - Ghulam Murtaza; Mohammed Hammoud; Andrey Somov (IEEE Access, 2025)

FS-Net: Full scale network and adaptive threshold for improving extraction of micro-retinal vessel structures. - Melaku N. Getahun; Oleg Y. Rogov; Dmitry V. Dylov; Andrey Somov; Ahmed Bouridane; Rifat Hamoudi (Pattern Recognit. Lett., 2025)

Wrist-Worn Sensors and Machine Learning for Parkinson's Disease Detection: Investigation of Binary and Multiclassification Problem. - Mohammed Hammoud; Aleksei Shcherbak; Olga Istrakova; Nataliya Shindryaeva; Ekaterina Bril; Roberto Passerone; Andrey Somov (IEEE Trans. Instrum. Meas., 2025)