Proceedings of the FRUCT'28

Moscow, Russia, 25-29 January 2021

FRUCT Oy, Finland, ISSN 2305-7254, ISBN 978-952-69244-4-1

Sergey Balandin, Vladimir Deart, Tatiana Tyutina

Vol. 1 (Full Papers)

Authors

Title

Youtube link

Pages

Arhippainen L., Alavesa P.

Designing Learning Games and Tools for Karelian Language - Considerations Based on Beginners' Experiences of Gameplay

https://youtu.be/91Y-HmVT8SM

3

Bagaev S., Medvedeva E.

Segmentation of Satellite Images of the Earth's surface using Neural Network Technologies

https://youtu.be/DNAgRtyhH6Q

15

Bakulin M., Ben Rejeb T., Kreyndelin V., Smirnov A.

Low-complexity Iterative Detector for Massive MIMO Systems

https://youtu.be/nVsnU5Mv884

22

Berger A., Guda S.

Multi-label Classification Based on Domain Analysis in Fixed Point Method

https://youtu.be/SZfpGiD1TWU

28

Bolshakov A., Zhila A.

Fuzzy Logic Data Protection Management

https://youtu.be/Vi19kcNEQpU

35

Bulygin M., Namiot D.

Anomaly Detection Method For Aggregated Cellular Operator Data

https://youtu.be/yOj3L7EiyVw

41

Ceresnak R., Matiasko K., Dudas A.

Influencing Migration Processes by Real-Time Data

https://youtu.be/CkKLyU2Ph48

48

Chaudary B., Paajala I., Arhippainen L., Pulli P.

Studying the Navigation Assistance System for the Visually Impaired and Blind Persons and ICT use by their Caretakers

https://youtu.be/XwmMUsOSDhw

55

Chernobrovkin S., Latkin I., Belyanova M., Gapanyuk Y.

Using a Hybrid Intelligent Information Systems Approach for Advertising Video Generation

https://youtu.be/mqtjlLzhIW0

67

Chugunov A., Pudlovskiy V., Kulikov R., Masalkova N., Chernyh S.

ToA-based Algorithm of Joint Filtering of Coordinates And Time of Transmission for MLAT systems

https://youtu.be/ZteBniNirs0

75

Deart V., Mankov V., Krasnova I.

Agglomerative Clustering of Network Traffic Based on Various Approaches to Determining the Distance Matrix

https://youtu.be/6xBNwOfxScI

81

Erokhin S., Petukhov A., Pilyugin P.

Comparison of Information Security Systems for Asymptotic Information Security Management Critical Information Infrastructures

https://youtu.be/mRjRzrtbL0o

89

Erokhin S., Borisenko B., Fadeev A.

Reducing the Dimension of Input Data for IDS by Using Match Analysis

https://youtu.be/d-UranxrkXE

96

Farhan W., Za'ter M., Abu Obaidah Q., al Bataineh H., Sober Z., Al-Natsheh H.

SPARTA: Speaker Profiling for ARabic TAlk

https://youtu.be/H888h2DGIJ8

103

Fernandez-Samillan D., Guizado-Diaz C., Ugarte W.

Story Creation Algorithm Using Q-Learning in a 2D Action RPG Video Game

https://youtu.be/PZ65D1w9znI

111

Geyda A.

Families of Alternative Stochastic Action Networks: Use for Process Science

https://youtu.be/LyyIjYye7Xg

118

Goldstein B., Fitsov V.

Dual Mathematical Model for Calculating of Deep Packet Inspection

https://youtu.be/ImCwPUeZnnI

127

Ismayilov G.

Protrusion Location Optimization in Communication via Diffusion

https://youtu.be/UHgCwqryIDA

134

Kanhere S., Sahni A., Stynes P., Pathak P.

Clustering Based Approach to Enhance Association Rule Mining

https://youtu.be/xD4jzPx1Yh8

142

Kashevnik A., Ali A.

Comparison Platform Design for Neural Network Models Evaluation in Driver Monitoring Systems

https://youtu.be/_s0_H0mmRbI

151

Kiourtis A., Mavrogiorgou A., Symvoulidis C., Tsigkounis C., Kyriazis D.

Indexing of Cloud Stored Electronic Health Records for Consented Third Party Accessing

https://youtu.be/_1kQi19Simc

158

Konstantinov A., Utkin L., Muliukha V.

Gradient Boosting Machine with Partially Randomized Decision Trees

https://youtu.be/KiulhnCWj-8

167

Korobkov I., Korobkov D., Gurjanov A., Shukalov A.

SpaceFibre Virtual Channels Behavior under Control Stimuli

https://youtu.be/FhSDwLGUALA

174

Kornilov A., Safonov I., Reimers I., Yakimchuk I.

Deep Neural Networks for Ring Artifacts Segmentation and Corrections in Fragments of CT Images

https://youtu.be/E_5W6iei0ZQ

181

Kouam Waguia J., Menshchikov A.

Threats and Security Issues in Cloud Storage and Content Delivery Networks: Analysis

https://youtu.be/Li_sgtQ5w0E

194

Krinkin K., Kulikov I., Vodyaho A., Zhukova N.

Prediction of Telecommunication Network State Based on Knowledge Graphs

https://youtu.be/jrjH1h5DUFo

200

Krupa T., Ries M., Kotuliak I., Kostal K., Bencel R.

Security Issues of Smart Contracts in Ethereum Platforms

https://youtu.be/o-eHrdhI_EE

208

Kvet Mic.

Relational Data Index Consolidation

https://youtu.be/2FpzzstXd6A

215

Kvet Mic., Kvet Mar.

Relational Pre-indexing Layer Supervised by the DB_index_consolidator Background Process

https://youtu.be/TFM0t1CVc_k

222

Kvet Mar., Forgac M., Kalina E.

Exam System

https://youtu.be/xsxAjHDQzB0

230

Lagutina K., Lagutina N., Boychuk E., Larionov V., Paramonov I.

Authorship Verification of Literary Texts with Rhythm Features

https://youtu.be/dR3N7R2EyoA

240

Lahtinen T., Sintonen L., Turtiainen H., Costin A.

Towards CCTV-aware Routing and Navigation for Privacy, Anonymity, and Safety' Feasibility Study in Jyvaskyla

https://youtu.be/j0Wwl3GG_VE

252

Levchenko A., Taratukhin V.

Reference Business Processes-Based Method for Multi-Tenant SaaS Architecture Deployment and Adaptation

https://youtu.be/q1gmj6c-sfE

264

Lukyanov G., Rassadina A.

Sensor System for Analyzing Human Respiration in Arctic Conditions

https://youtu.be/bqvovXGnoqk

271

Macchi F., Rosin P., Mervi J., Turchet L.

Image-based Approaches for Automating GUI Testing of Interactive Web-based Applications

https://youtu.be/8IDB_G7ymE0

278

Meigal A., Kravtsova E., Gerasimova-Meigal L., Prokhorov K., Peskova A.

Contribution of Various Sensory Inputs to Vertical Stance and Locomotion in Humans: Robust Assessment with Stabilography and Motion Videocapture

https://youtu.be/WEWj-Ny01X8

286

Metsker O., Trofimov E., Kopanitsa G.

Application of Machine Learning Metrics for Dynamic E-justice Processes

https://youtu.be/TrMS6GmJw-Y

293

Moshkova A., Samorodov A., Voinova N., Volkov A., Ivanova E., Fedotova E.

Studying Facial Activity in Parkinson's Disease Patients Using an Automated Method and Video Recording

https://youtu.be/9kBDMYtYx5g

301

Mozhaeva A., Streeter L., Vlasuyk I., Potashnikov A.

Full Reference Video Quality Assessment Metric on Base Human Visual System Consistent with PSNR

https://youtu.be/wRgGeWL97qk

309

Najafi Kajabad E., Begen P., Nizomutdinov B., Ivanov S.

YOLOv4 for Urban Object Detection: Case of Electronic Inventory in St. Petersburg

https://youtu.be/rR6EOjD7dK0

316

Namiot D., Sneps-Sneppe M.

On One D2D Usage Model for 5G Networks

https://youtu.be/rQ8UKBNDAIo

322

Nekrasova R.

Stability Analysis of a Multi-class Retrial Queue with General Retrials and Classical Retrial Policy

https://youtu.be/KtlxxFLOLdA

328

Nguyen Q., Zaslavskiy M.

Keyphrase Extraction in Russian and English Scientific Articles Using Sentence Embeddings

https://youtu.be/iBS7NSct-6c

334

Nirmal P., Disanayaka I., Haputhanthri D., Wijayasiri A.

Transportation Mode Detection Using Crowdsourced Smartphone Data

https://youtu.be/dQUrHKuW5ds

341

Othman W., Shilov N.

Deep Reinforcement Learning for Path Planning by Cooperative Robots: Existing Approaches and Challenges

https://youtu.be/VfKFXfFqzvo

350

Platonov K., Svetlov K.

Politics-related Online Communities: Thematic Landscape and (Para)linguistic Features

https://youtu.be/430slYXqIZY

358

Rammuni Silva R., Fernando P.

An Extensive Survey of Machine Learning Based Approaches on Automated Pathology Detection in Chest X-Rays

https://youtu.be/YR9J56rrW6o

365

Rodriguez M., Pastor F., Ugarte W.

Classification of Fruit Ripeness Grades using a Convolutional Neural Network and Data Augmentation

https://youtu.be/q9qgijfcc6s

374

Rumiantcev M.

Emotions and Activity Recognition System Using Wearable Device Sensors

https://youtu.be/VzvjgvlM2QA

381

Ryabchikov I., Teslya N.

Estimating Position of Multiple People in Common 3D Space via City Surveillance Cameras

https://youtu.be/Pi_udlxCGDU

390

Sahqani W., Turchet L.

Co-designing Employees' Data Privacy: a Technology Consultancy Company Use Case

https://youtu.be/9LIShdrCprw

398

Sheluhin O., Kazhemskiy M.

Influence Of Fractal Dimension Statistical Charachteristics On Quality Of Network Attacks Binary Classification

https://youtu.be/7Fywwee59yw

407

Siddique A., Afanasyev I.

Deep Learning-based Trajectory Estimation of Vehicles in Crowded and Crossroad Scenarios

https://youtu.be/1xPog3nAToI

414

Smirnov A., Teslya N., Shilov N., Moll E.

Intelligent Decision Support During Hospitalization in a Pandemic: Methodology and Process Model

https://youtu.be/gmpWJa1PDZ0

424

Staroletov S.

Automatic Proving of Stability of the Cyber-Physical Systems in the Sense of Lyapunov with KeYmaera

https://youtu.be/umg7M3AFnN8

431

Suvorova E.

Time Synchronization in SpaceFibre Networks

https://youtu.be/yED8rcXCvGc

439

Televnoy A., Ivanov S., Zudilova T., Voitiuk T.

Neural ODE Machine Learning Method with Embedded Numerical Method

https://youtu.be/MMmg6ST8t2E

451

Terekhov V., Gapanyuk Y., Kanev A.

Metagraph Representation for Overcoming Limitations of Existing Knowledge Bases

https://youtu.be/7kmdgojHkN8

458

Tianxing M., Myint M., Guan W., Zhukova N., Mustafin N.

A Hierarchical Data Mining Process Ontology

https://youtu.be/cO6B0tvjFZc

465

Tikhonov E., Schneps-Schneppe D., Sneps-Sneppe M.

On joint Satellite, Terrestrial, and Delay Tolerant Networks for Railroad Communications

https://youtu.be/AY5ZrWE1QBA

472

Toutov A., Toutova N., Vorozhtsov A., Andreev I.

Multicriteria Optimization of Virtual Machine Placement in Cloud Data Centers

https://youtu.be/nlSXQ_AdZDA

482

Utkin L., Drobintsev P., Kovalev M. Konstantinov A.

Combining an Autoencoder and a Variational Autoencoder for Explaining the Machine Learning Model Predictions

https://youtu.be/HyVZZaXqGvI

488

Uvarov K., Ponomarev A.

Driver Identification with OBD-II Public Data

https://youtu.be/DCWt_KqNYWQ

495

Vachkova S., Kupriyanov R., Suleymanov R., Petryaeva E.

The Application of Text Mining Algorithms to Discover One Topic Objects in Digital Learning Repositories

https://youtu.be/k1iLTv3VgRk

502

Volkov A., Stepanov S.

Development of a Model and Algorithms for Servicing Traffic in a Cloud Computing System

https://youtu.be/vw8kYMAeRgo

510

Zhang Y., Khriyenko O.

Zero-Shot Semantic Segmentation Using Relation Network

https://youtu.be/eMtFDpDz6Js

516

Zimenko K., Afanasev M., Andreev Y., Krylova A., Shorokhov S., Fedosov Y., Kolesnikov M.

Modular Approach in CNC Kernel Development

https://youtu.be/JtzhTYlkeYo

528