Proceedings of the FRUCTʹ29

Tampere, Finland, 12-14 May 2021

FRUCT Oy, Finland, ISSN 2305-7254, ISBN 978-952-69244-5-8, 540p.

Sergey Balandin, Yevgeni Koucheryavy and Tatiana Tyutina

Vol. 1 (Full Papers)

Authors

Title

Youtube link

Pages

Al Sulaimi M., Ahmad I., Jeragh M.

Deep Image Captioning Survey: A Resource Availability Perspective

https://youtu.be/DumgB4fhjMc

3

Andreev A., Chuvilin K.

Speech Recognition for Mobile Linux Distrubitions in the Case of Aurora OS

https://youtu.be/S4-Y_d0vN3o

14

Baiocco S., Cavina F., Pradolesi G.

A Weather-Based Simulation Model for the Development of Wheat Stem Rust Epidemics

https://youtu.be/JAnDcWpzWDg

22

Bakulin M., Kreyndelin V., Petrov D., Melnik S.

Quasi-Orthogonal Space-Time Block Coding with Closed-Loop Control in MIMO Communication Systems

https://youtu.be/96404jHvAPc

30

Belyaev P., Spivak A., Neverov E.

Development of the Detecting System of the Landmark Tags to Increase the Navigation Accuracy of an Unmanned Vehicle in a Known Location

https://youtu.be/TTxVieIr8j4

36

Bhatia T., Ramachandran R., Doss R., Pan L.

Detecting and Controlling the Occurrence of Data Congestion in a High-density VANETs Environment

https://youtu.be/jbBXGdkDMv4

42

Bogoiavlenskaia O., Korzun D.

Intelligent Data Selection in Autonomous Robot Movement

https://youtu.be/-EQ0kr7RwD0

49

Bogoradnikova D., Makhnytkina O., Matveev A., Zakharova A., Akulov A.

Multilingual Sentiment Analysis and Toxicity Detection for Text Messages in Russian

https://youtu.be/XwiSzjlOfjg

55

Boldyreva A.

Authority Changes Constitution And Regions Answer: What Search Queries Show

https://youtu.be/YZ1eJJqBE4o

65

Bulygin M., Namiot D.

A New Approach to Clustering Districts and Connections Between Them Based on Cellular Operator Data

https://youtu.be/iacK9m-teTw

71

Calderon-Vilca H., Cuadros Ramos K., Diaz Quiroz E., Angeles Rojas J., Calderon Vilca R., Apaza Tarqui A.

The Best Model of Convolutional Neural Networks Combined with LSTM for the Detection of Interpersonal Physical Violence in Videos

https://youtu.be/SoDjdYfP9l4

81

Ceresnak R., Matiasko K., Dudas A.

Implementing Machine Learning Methods in Searching Processes

https://youtu.be/gffvqPvbuLQ

87

Egorov A., Alexandrov D., Butakov N.

Towards a Toolbox For Mining QA-pairs and QAT-triplets From Conversational Data of Public Chats

https://youtu.be/KMBwIwdHVNk

94

Ekman R., Talmola P., Kalliovaara J., Hallio J., Hyvarinen P., Lakner T., Jokela T., Paavola J., Himmanen H.

Measurements to Study the Coexistence of Private LTE TDD Networks in 2.3 GHz Band

https://youtu.be/RNNnjePwhuA

102

Fazal N., Mariescu-Istodor R., Franti P.

Using Open Street Map for Content Creation in Location-Based Games

https://youtu.be/_QnwIEbmPUA

109

Fedchenko A., Chuvilin K.

PDF Document Rendering on Mobile Devices in the Case of Aurora OS

https://youtu.be/cqGuTiQ6GV4

118

Fedosov Y., Katridi A.

Concept of Implementing Computer Voice Control for CNC machines Using Natural Language Processing

https://youtu.be/mD9xjqjAq5w

125

Fichtel L., Fruhwald A., Hoesch L., Schreibmann V., Bachmeir C., Bohlander F.

Tree Localization and Monitoring on Autonomous Drones employing Deep Learning

https://youtu.be/NaPpdLCHAOw

132

Hasan F., Kashevnik A.

State-of-the-Art Analysis of Modern Drowsiness Detection Algorithms Based on Computer Vision

https://youtu.be/Rf70pWGZXgo

141

Honkaranta A., Leppanen T., Costin A.

Towards Practical Cybersecurity Mapping of STRIDE and CWE - a Multi-perspective Approach

https://youtu.be/w4Q7hnVXx6s

150

Ismayilov G., Yilmaz C.

Multi-Criteria Evaluation of Publication Impacts: Deep Learning in Autonomous Vehicles

https://youtu.be/ylX-bagNkLI

160

Kaiser C., Stocker A., Papatheocharous E.

Distracted Driver Monitoring with Smartphones: A Preliminary Literature Review

https://youtu.be/eVBRD6N0cZQ

169

Khazagarov A., Vorobeva A., Korzhuk V.

Preventing Hidden Information Leaks Using Author Attribution Methods and Neural Networks

https://youtu.be/DGbTLMd5ldU

177

Khriji L., Ammari A., Messaoud S., Bouaafia S., Maraoui A., Machhout M.

COVID-19 Recognition Based on Patient’s Coughing and Breathing Patterns Analysis: Deep Learning Approach

https://youtu.be/4XnN_7JieYE

185

Kim I., Viksnin I., Kaisina I., Kuznetsov V.

Computer Vision System for Landing Platform State Assessment Onboard of Unmanned Aerial Vehicle in Case of Input Visual Information Distortion

https://youtu.be/WUNB_J1iQFI

192

Kolomeets M., Chechulin A.

Analysis of the Malicious Bots Market

https://youtu.be/DROD0DhFmh8

199

Korpihalkola J., Sipola T., Kokkonen T.

Color-Optimized One-Pixel Attack Against Digital Pathology Images

https://youtu.be/xOuhaOghriU

206

Kvet M.

Database Index Balancing Strategy

https://youtu.be/M5Eq_BQa_Ik

214

Lagutina K., Lagutina N.

A Survey of Models for Constructing Text Features to Classify Texts in Natural Language

https://youtu.be/kJXTV876sG0

222

Latypov R., Stolov E.

Speaker Diarization through Waveform and Neural Net

https://youtu.be/OYSLD5F7PF4

234

Linnik I., Linnik E., Timirgaleeva R., Grishin I., Tamargazin A.

Air Navigation: The Method of Airborne Vehicles’ Classification Based on Fuzzy Colored Petri Nets

https://youtu.be/34KeTsoYizs

240

Maltseva A., Shilkina N., Evseev E., Matveev M., Makhnytkina O.

Topic Modeling of Russian-Language Texts Using the Parts-of-Speech Composition of Topics (on the Example of Volunteer Movement Semantics in Social Media)

https://youtu.be/flHkuIiWTic

247

Namiot D., Sneps-Sneppe M.

On the New Architecture of Location-Based Services

https://youtu.be/xDcLQaVVHSg

254

Netes V.

The Interval Reliability, its Usage and Calculation for Information and Communication Systems and Networks

https://youtu.be/LD-pS0ao5CU

261

Nguyen Q., Zaslavskiy M.

Incoherent Sentence Detection in Scientific Articles in Russian and English

https://youtu.be/juF1S3eQqZ0

267

Niyazov A., Mikhailova E., Egorova O.

Content-based Music Recommendation System

https://youtu.be/45veXP9edx4

274

Pencheva E., Atanasov I., Vladislavov, V., Trifonov V.

Presence and Availability Service at the Network Edge

https://youtu.be/EVY_XYXDeKA

280

Ramezanian S., Meskanen T., Niemi V.

Parental Control with Edge Computing and 5G Networks

https://youtu.be/N0lJdbVRJk8

290

Salgova V., Matiasko K.

The Effect of Partitioning and Indexing on Data Access Time

https://youtu.be/0lD-jCGsA-w

301

Schegolihin Y., Mitrohin M., Sazykina V., Semenkin M.

Gradual Labeling of the Training Set to Improve the Efficiency of Image Detection by a Neural Network on the Example of License Plate Recognition

https://youtu.be/29wdSjcCCcc

307

Sherstinova T., Moskvina A., Kirina M.

Towards Automatic Modelling of Thematic Domains of a National Literature: Technical Issues in the Case of Russian

https://youtu.be/yvnC0gTQm7k

313

Shilov N., Kashevnik A.

An Effort to Detect Vehicle Driver’s Drowsy State Based on the Speed Analysis

https://youtu.be/g4yBpOCiBog

324

Smirnov A., Ponomarev A.

Recommendation of Collaboration Patterns for Human-Machine Collective Intelligence

https://youtu.be/H_ghRLbr_aw

330

Struchkov I., Lukashin A., Kuznetsov B., Mikhalev I., Mandrusova Z.

Agent-Based Modeling of Blockchain Decentralized Financial Protocols

https://youtu.be/_lnficqDiS0

337

Strutovskiy M., Bobrov N., Smirnov K., Chernishev G.

Desbordante: a Framework for Exploring Limits of Dependency Discovery Algorithms

https://youtu.be/J9Ox6L3FJHg

344

Suvorova E.

RISC V based Reconfigurable Manager for event transmission in SpaceFibre networks

https://youtu.be/-vtftxVTerM

355

Toth S., Duracik M., Hrkut P., Mesko M.

The Minutovka – a Word Typing Web Game for Obtaining Typos to Create an Error Corpus

https://youtu.be/OP68362itKE

366

Vinnikov V., Pshehotskaya E., Gritsevich M.

Partial Decoding of the GPS Extended Prediction Orbit File

https://youtu.be/xREdtDOyPOw

375

Yakovlev V., Korzhik V., Adadurov S.

Authentication of Diffie-Hellman Protocol for Mobile Units Executing a Secure Device Pairing Procedure in Advance

https://youtu.be/J-n1tIy8KP4

385