Proceedings of the FRUCT'31

Helsinki, Finland, 27-29 April 2022

FRUCT Oy, Finland, ISSN 2305-7254, ISBN 978-952-69244-7-2

Sergey Balandin, Tatiana Shatalova

Vol. 1 (Full Papers)

Authors

Title

Youtube link

Pages

Aliaga-Vasquez M., Bramon-Ayllon R., Ugarte W.

Efficient Grocery Shopping Using Geolocation and Data Mining

https://youtu.be/lpjbyGrzKWI

3

Bisht D., Kojage M., Shukla M., Prakash Patil Y., Bagade P.

Smart Communication System Using Sign Language Interpretation

https://youtu.be/PEsiIsnJ2bA

12

Bolshakova Y., Taratukhin V.

Development of a Model of Design Thinking Hybrid Implementation in the Post-pandemic World

https://youtu.be/mVQC7zo97Pg

21

Bulygin A., Kashevnik A.

Methodology for in-the-Wild Driver Monitoring Dataset Formation

https://youtu.be/T4EMvWTp4iw

30

Cortes Castillo A.

BCube Connected Crossbar And GBC3 Network Architecture: An Overview

https://youtu.be/xRAa-LJAKdY

37

Gerasimov A., Trofimov E., Kopanitsa G., Metsker O.

Modelling Investment Programs With Machine Learning and Data Mining: Descriptive and Predictive Models of Healthcare State Programs in Russia

https://youtu.be/QYAHiDStjA0

45

Haque M., Islam R., Shafiullah M, Hossen S.

Stability Enhancement of Single Machine Infinite Bus System with UPFC using Bat Algorithm

https://youtu.be/scMLS6l91xE

51

Ivanov S., Zudilova T., Osipov N., Ivanova L.

Algorithm of the Hybrid Transformation Method for Modeling Dynamic Systems

https://youtu.be/ckvNJ-hZygI

58

Joshi M., Pant D., Karn R., Heikkonen J., Kanth R.

Meta-Learning, Fast Adaptation, and Latent Representation for Head Pose Estimation

https://youtu.be/UgNyWFPlQkM

71

Karn R., Das R., Pant D., Heikkonen J., Kanth R.

Automated Testing and Resilience of Microservice's Network-link using Istio Service Mesh

https://youtu.be/DT6R5jxpr6M

79

Konev I., Nikiforov I., Ustinov S.

Algorithm for Containers' Persistent Volumes Auto-scaling in Kubernetes

https://youtu.be/xmGXDHo4wqc

89

Konstantinov A., Utkin L., Kirpichenko S.

AGBoost: Attention-based Modification of Gradient Boosting Machine

https://youtu.be/0qz2Qm1VgWI

96

Konstantinov A, Utkin L.

Multiple Instance Learning through Explanation by Using a Histopathology Example

https://youtu.be/cIFI2a0ZLOc

102

Korzun D., Semenov A., Balandin S.

Exhibition Area Digitalization Using IoT Sensorics and Application to Smart Tourism Services

https://youtu.be/2pK5bjsOCxc

109

Kotiurova I., Trenina P.

Comparative Analysis of Automatic POS Taggers Applied to German Learner Texts

https://youtu.be/JpcUXTGUd4Y

115

Kumsetty N., Nekkare A., Kamath S., Kumar A.

TrashBox: Trash Detection and Classification using Quantum Transfer Learning

https://youtu.be/Js4ZE6zcOYo

125

Kuryshev V., Baimuratov I., Shmatkov V., Mouromtsev D.

Generating Visualizations of Ontologies in the Logic Graphs Language

https://youtu.be/Cupu-oeZcFA

131

Kvet Mic., Kvet Mar., Konstiakov L., Dupak B., Dunaj J.

Police Force - Traffic Accidents

https://youtu.be/XtasZi69adM

138

Kvet Mic., Majerčiakova L., Gibhardt A., Miljković L., Bouhtout W.

Performance Analysis of the Database of Telecommunications

https://youtu.be/svEvnVMaGsU

145

Kvet Mic., Stasko J., Wang Y., Lima A., Gavrilović T.

Online Retailing and Shopping: An Academical Simulation to Databases

https://youtu.be/29VtuPz2GCg

153

Lagutina K.

Topical Text Classification of Russian News: a Comparison of BERT and Standard Models

https://youtu.be/YAtzjeSj4ME

160

Marakhtanov A., Parenchenkov E., Smirnov N.

Mouse Dynamics Analysis Using Machine Learning to Prevent Account Stealing in Web Systems

https://youtu.be/JwIkujf9MjE

167

Marusov A., Kaprielova M., Neychev R.

Enhancing Human Pose Estimation with Privileged Learning

https://youtu.be/L7Ksg_sAAAU

174

Meskanen T., Kuusijarvi J., Ramezanian S., Niemi V.

Privacy-friendly Discovery of Common Friends in P2P Networks

https://youtu.be/h1i8I0MTJZ8

181

Niemi A., Sovio S., Ekberg J.

Towards Interoperable Enclave Attestation: Learnings from Decades of Academic Work

https://youtu.be/NdEowezoelI

189

Nieminen L., Vuori J., Ketamo H., Kankaanpaa M.

Applying Semantic Computing for Health Care Professionals: the Timing of Intervention is the Key for Successful Rehabilitation

https://youtu.be/XjLGKyPoLaI

201

Nikitin E., Kashevnik A., Shilov N.

Shopping Basket Analisys for Mining Equipment: Comparison and Evaluation of Modern Methods

https://youtu.be/DP_yij8uXCU

207

Nkodia D., Menshchikov A., Tatarov D.

Processing of Unstructured Information About Software Vulnerabilities

https://youtu.be/_I9MeZ6m910

214

Ortiz W., Castillo D., Wong L.

Mobile Application: A Serious Game Based in Gamification for Learning Mathematics in High School Students

https://youtu.be/-h2aYydUQKc

220

Pencheva E., Trifonov V., Atanasov I.

Towards Intelligent Train Control Systems

https://youtu.be/mTjNFdqPtpA

229

Perezyabov O., Gavrilenkov M., Afanasyev I.

Depth and Image Fusion for Road Obstacle Detection Using Stereo Camera

https://youtu.be/DcZywpR19L4

237

Posokhov P., Apanasovich K., Matveeva A., Makhnytkina O., Matveev A.

Personalizing Dialogue Agents for Russian: Retrieve and Refine

https://youtu.be/RjKBA-jLW_U

245

Queiruga-Dios M., Battista F., Santos Sanchez M., Queiruga-Dios A.

Active Learning to Find the Key to Unlock Your Laptop

https://youtu.be/FgjqEv_iVGM

253

Queiruga-Dios A., Bullon Perez J., Hernandez Encinas L.

Self-Sovereign Identity in University Context

https://youtu.be/q7tsFpofDx0

259

Rudd S., Cunningham H.

Towards Lightweight Authorisation of IoT-Oriented Smart-Farms using a Self-Healing Consensus Mechanism

https://youtu.be/Z7DYW4DV86c

265

Salgado J., Pizarro C., Wong L., Castillo J.

IoT Watercare: Water Quality Control System in Unofficial Settlements of Peru Based in an IoT Architecture

https://youtu.be/FC_994cPXIs

277

Sharma M., Gupta A., Goyal V.

SRAM Design Issues and Effective Panacea at Different CMOS Technology Nodes

https://youtu.be/o4EZPtPK-vI

289

Shchekotov M., Smirnov A.

The Ontology Driven Indoor Positioning System Based On BLE Beacon Localization

https://youtu.be/Rnz4ANRmo_Y

296

Sherstinova T., Moskvina A., Kirina M., Zavyalova I., Karysheva A., Kolpashchikova E., Maksimenko P., Moskalenko A.

Topic Modeling of Literary Texts Using LDA: on the Influence of Linguistic Preprocessing on Model Interpretability

https://youtu.be/JW7VXsU34RE

305

Shilov I., Zakoldaev D.

Multidimensional Blockchain as Robust Distributed Ledger

https://youtu.be/KgZsgq6IZbs

313

Sipola T., Alatalo J., Kokkonen T., Rantonen M.

Artificial Intelligence in the IoT Era: A Review of Edge AI Hardware and Software

https://youtu.be/X81FF47Ggmo

320

Smirnov A., Teslya N.

Adjustment of Fuzzy Cooperative Game for Hospitalization Strategy Selection Based on a Genetic Algorithm

https://youtu.be/BbmYwcbbUqs

332

Teslya N., Mohammed S.

Deep Learning for Handwriting Text Recognition: Existing Approaches and Challenges

https://youtu.be/EjAVXwuE64I

339

Uvarov K., Ponomarev A.

Maintaining Vehicle Driver's State Using Personalized Interventions

https://youtu.be/CpGswtfMyPM

347

Varlamova A., Kitov V.

Survey of Approaches to Non-Realistic Neural Style Transfer

https://youtu.be/LyoodHIX6ag

355

Yakovlev V., Korzhik V., Akhmetshina M., Zhuvikin A.

Key Sharing Protocol Using Exchange by Integers over Public Noiseless Channels Between Users that Provides Security without Cryptographic Assumptions

https://youtu.be/_zY42dTGe4k

363

Zhukova N., Subbotin A.

Applications for Monitoring and Visualizing Events from the Cloud or Fog Environment

https://youtu.be/SJsLVhvIqA4

371