Academia-to-Industry Competence Incubator

Open Innovations Association FRUCT

Proceedings of FRUCT'28

Proceedings of the 28th Conference of Open Innovations Association FRUCT
27-29 January 2021, Moscow, Russia, ISSN 2305-7254, ISBN 978-952-69244-4-1
Sergey Balandin, Vladimir Deart and Tatiana Tyutina

Issue 1 (Full Papers)

Authors Title Page start Page finish Youtube
Arhippainen L., Alavesa P. Designing Learning Games and Tools for Karelian Language - Considerations Based on Beginners' Experiences of Gameplay 3 14 https://youtu.be/91Y-HmVT8SM
Bagaev S., Medvedeva E. Segmentation of Satellite Images of the Earth's surface using Neural Network Technologies 15 21 https://youtu.be/DNAgRtyhH6Q
Bakulin M., Ben Rejeb T., Kreyndelin V., Smirnov A. Low-complexity Iterative Detector for Massive MIMO Systems 22 27 https://youtu.be/nVsnU5Mv884
Berger A., Guda S. Multi-label Classification Based on Domain Analysis in Fixed Point Method 28 34 https://youtu.be/SZfpGiD1TWU
Bolshakov A., Zhila A. Fuzzy Logic Data Protection Management 35 40 https://youtu.be/Vi19kcNEQpU
Bulygin M., Namiot D. Anomaly Detection Method For Aggregated Cellular Operator Data 41 47 https://youtu.be/yOj3L7EiyVw
Ceresnak R., Matiasko K., Dudas A. Influencing Migration Processes by Real-Time Data 48 54 https://youtu.be/CkKLyU2Ph48
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 55 66 https://youtu.be/XwmMUsOSDhw
Chernobrovkin S., Latkin I., Belyanova M., Gapanyuk Y. Using a Hybrid Intelligent Information Systems Approach for Advertising Video Generation 67 74 https://youtu.be/mqtjlLzhIW0
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 75 80 https://youtu.be/ZteBniNirs0
Deart V., Mankov V., Krasnova I. Agglomerative Clustering of Network Traffic Based on Various Approaches to Determining the Distance Matrix 81 88 https://youtu.be/6xBNwOfxScI
Erokhin S., Petukhov A., Pilyugin P. Comparison of Information Security Systems for Asymptotic Information Security Management Critical Information Infrastructures 89 95 https://youtu.be/mRjRzrtbL0o
Erokhin S., Borisenko B., Fadeev A. Reducing the Dimension of Input Data for IDS by Using Match Analysis 96 102 https://youtu.be/d-UranxrkXE
Farhan W., Za'ter M., Abu Obaidah Q., al Bataineh H., Sober Z., Al-Natsheh H. SPARTA: Speaker Profiling for ARabic TAlk 103 110 https://youtu.be/H888h2DGIJ8
Fernandez-Samillan D., Guizado-Diaz C., Ugarte W. Story Creation Algorithm Using Q-Learning in a 2D Action RPG Video Game 111 117 https://youtu.be/PZ65D1w9znI
Geyda A. Families of Alternative Stochastic Action Networks: Use for Process Science 118 126 https://youtu.be/LyyIjYye7Xg
Goldstein B., Fitsov V. Dual Mathematical Model for Calculating of Deep Packet Inspection 127 133 https://youtu.be/ImCwPUeZnnI
Ismayilov G. Protrusion Location Optimization in Communication via Diffusion 134 141 https://youtu.be/UHgCwqryIDA
Kanhere S., Sahni A., Stynes P., Pathak P. Clustering Based Approach to Enhance Association Rule Mining 142 150 https://youtu.be/xD4jzPx1Yh8
Kashevnik A., Ali A. Comparison Platform Design for Neural Network Models Evaluation in Driver Monitoring Systems 151 157 https://youtu.be/_s0_H0mmRbI
Kiourtis A., Mavrogiorgou A., Symvoulidis C., Tsigkounis C., Kyriazis D. Indexing of Cloud Stored Electronic Health Records for Consented Third Party Accessing 158 166 https://youtu.be/_1kQi19Simc
Konstantinov A., Utkin L., Muliukha V. Gradient Boosting Machine with Partially Randomized Decision Trees 167 173 https://youtu.be/KiulhnCWj-8
Korobkov I., Korobkov D., Gurjanov A., Shukalov A. SpaceFibre Virtual Channels Behavior under Control Stimuli 174 180 https://youtu.be/FhSDwLGUALA
Kornilov A., Safonov I., Reimers I., Yakimchuk I. Deep Neural Networks for Ring Artifacts Segmentation and Corrections in Fragments of CT Images 181 193 https://youtu.be/E_5W6iei0ZQ
Kouam Waguia J., Menshchikov A. Threats and Security Issues in Cloud Storage and Content Delivery Networks: Analysis 194 199 https://youtu.be/Li_sgtQ5w0E
Krinkin K., Kulikov I., Vodyaho A., Zhukova N. Prediction of Telecommunication Network State Based on Knowledge Graphs 200 207 https://youtu.be/jrjH1h5DUFo
Krupa T., Ries M., Kotuliak I., Kostal K., Bencel R. Security Issues of Smart Contracts in Ethereum Platforms 208 214 https://youtu.be/o-eHrdhI_EE
Kvet Mic. Relational Data Index Consolidation 215 221 https://youtu.be/2FpzzstXd6A
Kvet Mic., Kvet Mar. Relational Pre-indexing Layer Supervised by the DB_index_consolidator Background Process 222 229 https://youtu.be/TFM0t1CVc_k
Kvet Mar., Forgac M., Kalina E. Exam System 230 239 https://youtu.be/xsxAjHDQzB0
Lagutina K., Lagutina N., Boychuk E., Larionov V., Paramonov I. Authorship Verification of Literary Texts with Rhythm Features 240 251 https://youtu.be/dR3N7R2EyoA
Lahtinen T., Sintonen L., Turtiainen H., Costin A. Towards CCTV-aware Routing and Navigation for Privacy, Anonymity, and Safety' Feasibility Study in Jyvaskyla 252 263 https://youtu.be/j0Wwl3GG_VE
Levchenko A., Taratukhin V. Reference Business Processes-Based Method for Multi-Tenant SaaS Architecture Deployment and Adaptation 264 270 https://youtu.be/q1gmj6c-sfE
Lukyanov G., Rassadina A. Sensor System for Analyzing Human Respiration in Arctic Conditions 271 277 https://youtu.be/bqvovXGnoqk
Macchi F., Rosin P., Mervi J., Turchet L. Image-based Approaches for Automating GUI Testing of Interactive Web-based Applications 278 285 https://youtu.be/8IDB_G7ymE0
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 286 292 https://youtu.be/WEWj-Ny01X8
Metsker O., Trofimov E., Kopanitsa G. Application of Machine Learning Metrics for Dynamic E-justice Processes 293 300 https://youtu.be/TrMS6GmJw-Y
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 301 308 https://youtu.be/9kBDMYtYx5g
Mozhaeva A., Streeter L., Vlasuyk I., Potashnikov A. Full Reference Video Quality Assessment Metric on Base Human Visual System Consistent with PSNR 309 315 https://youtu.be/wRgGeWL97qk
Najafi Kajabad E., Begen P., Nizomutdinov B., Ivanov S. YOLOv4 for Urban Object Detection: Case of Electronic Inventory in St. Petersburg 316 321 https://youtu.be/rR6EOjD7dK0
Namiot D., Sneps-Sneppe M. On One D2D Usage Model for 5G Networks 322 327 https://youtu.be/rQ8UKBNDAIo
Nekrasova R. Stability Analysis of a Multi-class Retrial Queue with General Retrials and Classical Retrial Policy 328 333 https://youtu.be/KtlxxFLOLdA
Nguyen Q., Zaslavskiy M. Keyphrase Extraction in Russian and English Scientific Articles Using Sentence Embeddings 334 340 https://youtu.be/iBS7NSct-6c
Nirmal P., Disanayaka I., Haputhanthri D., Wijayasiri A. Transportation Mode Detection Using Crowdsourced Smartphone Data 341 349 https://youtu.be/dQUrHKuW5ds
Othman W., Shilov N. Deep Reinforcement Learning for Path Planning by Cooperative Robots: Existing Approaches and Challenges 350 357 https://youtu.be/VfKFXfFqzvo
Platonov K., Svetlov K. Politics-related Online Communities: Thematic Landscape and (Para)linguistic Features 358 364 https://youtu.be/430slYXqIZY
Rammuni Silva R., Fernando P. An Extensive Survey of Machine Learning Based Approaches on Automated Pathology Detection in Chest X-Rays 365 373 https://youtu.be/YR9J56rrW6o
Rodriguez M., Pastor F., Ugarte W. Classification of Fruit Ripeness Grades using a Convolutional Neural Network and Data Augmentation 374 380 https://youtu.be/q9qgijfcc6s
Rumiantcev M. Emotions and Activity Recognition System Using Wearable Device Sensors 381 389 https://youtu.be/VzvjgvlM2QA
Ryabchikov I., Teslya N. Estimating Position of Multiple People in Common 3D Space via City Surveillance Cameras 390 397 https://youtu.be/Pi_udlxCGDU
Sahqani W., Turchet L. Co-designing Employees' Data Privacy: a Technology Consultancy Company Use Case 398 406 https://youtu.be/9LIShdrCprw
Sheluhin O., Kazhemskiy M. Influence Of Fractal Dimension Statistical Charachteristics On Quality Of Network Attacks Binary Classification 407 413 https://youtu.be/7Fywwee59yw
Siddique A., Afanasyev I. Deep Learning-based Trajectory Estimation of Vehicles in Crowded and Crossroad Scenarios 414 423 https://youtu.be/1xPog3nAToI
Smirnov A., Teslya N., Shilov N., Moll E. Intelligent Decision Support During Hospitalization in a Pandemic: Methodology and Process Model 424 430 https://youtu.be/gmpWJa1PDZ0
Staroletov S. Automatic Proving of Stability of the Cyber-Physical Systems in the Sense of Lyapunov with KeYmaera 431 438 https://youtu.be/umg7M3AFnN8
Suvorova E. Time Synchronization in SpaceFibre Networks 439 450 https://youtu.be/yED8rcXCvGc
Televnoy A., Ivanov S., Zudilova T., Voitiuk T. Neural ODE Machine Learning Method with Embedded Numerical Method 451 457 https://youtu.be/MMmg6ST8t2E
Terekhov V., Gapanyuk Y., Kanev A. Metagraph Representation for Overcoming Limitations of Existing Knowledge Bases 458 464 https://youtu.be/7kmdgojHkN8
Tianxing M., Myint M., Guan W., Zhukova N., Mustafin N. A Hierarchical Data Mining Process Ontology 465 471 https://youtu.be/cO6B0tvjFZc
Tikhonov E., Schneps-Schneppe D., Sneps-Sneppe M. On joint Satellite, Terrestrial, and Delay Tolerant Networks for Railroad Communications 472 481 https://youtu.be/AY5ZrWE1QBA
Toutov A., Toutova N., Vorozhtsov A., Andreev I. Multicriteria Optimization of Virtual Machine Placement in Cloud Data Centers 482 487 https://youtu.be/nlSXQ_AdZDA
Utkin L., Drobintsev P., Kovalev M. Konstantinov A. Combining an Autoencoder and a Variational Autoencoder for Explaining the Machine Learning Model Predictions 488 494 https://youtu.be/HyVZZaXqGvI
Uvarov K., Ponomarev A. Driver Identification with OBD-II Public Data 495 501 https://youtu.be/DCWt_KqNYWQ
Vachkova S., Kupriyanov R., Suleymanov R., Petryaeva E. The Application of Text Mining Algorithms to Discover One Topic Objects in Digital Learning Repositories 502 509 https://youtu.be/k1iLTv3VgRk
Volkov A., Stepanov S. Development of a Model and Algorithms for Servicing Traffic in a Cloud Computing System 510 515 https://youtu.be/vw8kYMAeRgo
Zhang Y., Khriyenko O. Zero-Shot Semantic Segmentation Using Relation Network 516 527 https://youtu.be/eMtFDpDz6Js
Zimenko K., Afanasev M., Andreev Y., Krylova A., Shorokhov S., Fedosov Y., Kolesnikov M. Modular Approach in CNC Kernel Development 528 538 https://youtu.be/JtzhTYlkeYo