Academia-to-Industry Competence Incubator
Open Innovations Association FRUCT
Proceedings of FRUCT'36
Helsinki, Finland, 30 September - 1 November 2024
FRUCT Oy, Finland, ISSN 2305-7254, ISBN 978-952-65246-2-7
Sergey Balandin
Issue 1 (Full Papers)
| Authors | Title | Youtube | Page start | Page finish |
|---|---|---|---|---|
| AbdelBaqi AbdelRahman A., Hadi Abbas H., Taha Rashid Alhamadani B., Khudhair Abbas Ahmed R., Majeed Y., Savelieva I., Aram E. | Decoding Personal Security - Strategies to Safeguard Humans in the Era of Intelligent Machines | 3 | 12 | |
| AbdelBaqi AbdelRahman A., Kadhim Meftin N., Khalil Alak E., Mahmood Jawad H., Hatim Q., Khlaponin Y., Mahmoud Al-Jawher W. | AI-Driven Cloud Networking Optimizations for Seamless LTE Connectivity | 13 | 23 | |
| Abdulateef Jasim W., Habib B., Yaseen Abed M., Mahmood Jawad A., Hameed Gati K., Dolia O., Muthanna Noori H. | Efficient Drone-Assisted Cooperative D2D Communications in 5G Networks for Traffic Monitoring | 24 | 34 | |
| Abdulateef Jasim W., Shuker Mahmoud M., Lebanon Hatif Alshami A., Mubarak Salih M., Merzah Khudhair R., Kotenko D., Abdul Majeed M. | Implications and Transformative Potential of 5G-Enabled M2M Communication for the IoT Landscape | 35 | 43 | |
| Abdulrazzaq A., Ghanim Ali Z., Raheem Mohammed Al-Ani A., Mohammed Khaleel B., Alsalame S., Snovyda V., Baker Kanbar A. | Evaluation of Voice Interface Integration with Arduino Robots in 5G Network Frameworks | 44 | 55 | |
| Abdulrazzaq A., Haider Mohammed M., Rafid Ahmed Ahmed M., Khudhair Abbas Ahmed R., Mohammad Majed D., Filipchuk N. | Advanced Data Processing in Computer Science: Leveraging MATLAB's Computational Prowess and GUI Capabilities | 56 | 65 | |
| Ahmed Shakir M., Kareem Abass H., Farooq Jelwy O., Najm Abbood Al-Bayati H., Mahmood Salman S., Mikhav V., Bodnar N. | Developing Interpretable Models for Complex Decision-Making | 66 | 75 | |
| Ahmed Shakir M., Taleb Hussain R., Taha Rashid Al-Hamadani B., Mubarak Salih M., Mahmood Salman H., Kozubtsov I., Aram E. | Vehicle-to-Everything (V2X) Communication in IoT via 5G | 76 | 87 | |
| Aliev M.,Muravyov S. | Imba: Configuration-free Imbalanced Learning | https://youtu.be/Wfm6SmSKs0Q | 88 | 93 |
| Ammari A., Khriji L., Awadalla M., Al Hmouz R. | Co-Design of Hardware and Software for Facial Expression Recognition Using Xilinx Zynq SoC | https://youtu.be/UX5H6yjfiGE | 94 | 99 |
| Bulbul A., Das S., Noori S. | A Comprehensive Study of Bengali Embedding Models: Insights and Evaluations | https://youtu.be/5VA8d2ObRNo | 100 | 111 |
| Bulygin A., Kashevnik A. | Algorithm for Dynamic Fatigue Detection of PC Operator Based on Gaze Characteristics | https://youtu.be/GG-jCkbfWFM | 112 | 117 |
| Chaudhry S., Haider J. | Demonstration of a USRP-based Communication Network for Internet-of-Things (IOT) Application | https://youtu.be/VeUhbP2l0gI | 118 | 125 |
| Chechneva N. | Quot Homines, Tot Sententiae? Estimating Number of Different Opinions in Product Reviews | https://youtu.be/mHTkTxBtrpM | 126 | 132 |
| Fahrnberger G. | Pattern- and Similarity-Based Realtime Risk Monitoring of SSH Brute Force Attacks with Bloom Filters | https://youtu.be/L6XlSpHEIOM | 133 | 144 |
| Faris Abdulqader A.,Muhanad M.Salih M., Haydar Shaker N., Adnan Sajid W., Qasem W., Gajewska A., Khlaponin D. | Optimizing IoT Performance Through Edge Computing: Reducing Latency, Enhancing Bandwidth Efficiency, and Strengthening Security for 2025 Applications | 145 | 158 | |
| Faris Abdulqader A., Qutaiba Abdulrazzaq A., Zuhair Ahmed Alchalabi M., Mahmood Jawad A., Saad Hamid A., Khlaponin Y., Abdalhussein E. | 5G and the Internet of Things Collaborate to Improve Smart Glasses for the Visually Impaired | 159 | 167 | |
| Firas Osama O., Salim Jamil A., Faisal Jaffar Al-Madhhachi A., Khudhair Abbas Ahmed R., Hatim Q., Osmanov R., Mahmoud Al-Jawher W. | Contextual Blockchain for the Internet of Things with Dynamic Approach to DLT Based on Ambient Conditions | 168 | 177 | |
| Firas Osama O., Taleb Hussain R., Raheem Mohammed Al-Ani A., Saeed Issa S., Abdullah I., Staikutsa S., Baker Kanbar A. | Exploring the Security Landscape of the Arduino Due in a 6G | 178 | 187 | |
| Foreman-Campins G., Lopez-Salcedo J., Lohan E. | Orthogonal Time Frequency Space Modulation (OTFS) for Positioning Using LEO Satellites | https://youtu.be/NCVVvVDxYao | 188 | 194 |
| Ghazwan Khalid H., Ghanim Ali Z., Abdulrazzaq Majeed Alabdali T., Mohammed Khaleel B., Azam Sbhui H., Labzhynskyi V., Monadhel H. | A Comprehensive Analysis of 5G Dynamic Spectrum Sharing for IoT Environments | 195 | 206 | |
| Ghazwan Khalid H., Hadi Abbas H., Jabbar Hussein M., Jawad Abu-AlShaeer M., Khdhaer Mukhlif S., Khlaponin D. | Unveiling the Next Frontier: The Future of Connected Technologies | 207 | 218 | |
| Haleev M. | Swapped Face Detection: AI-Based Method and Evaluation for Different Face Swap Algorithms | https://youtu.be/Ca3_KuLyZgw | 219 | 224 |
| Hammadi Hamdoun S., Basheer Yousif A., Jabbar Hussein M., Mahmood Jawad H., Barakat M., Humennyi D., Muthanna Noori H. | Integrating Quantum Algorithms into Drone Navigational Modules | 225 | 238 | |
| Hammadi Hamdoun S., Muhemed Mool M., Raheem Mohammed Al-Ani A., Kamil Shnain S., Mohsen Jaber Almaaly A., Butsenko Y., Abdul Majeed M. | Fog Computing Task Scheduling with Energy Consciousness for the Industrial Internet of Things | 239 | 248 | |
| Harris C. | Exploring Transformer Models and Domain Adaptation for Detecting Opinion Spam in Reviews | https://youtu.be/hZ-kXG6Te50 | 249 | 255 |
| Hrkut P., Mesko M., Duracik M. | A Custom Framework for Innovative Approach of Teaching Web Development Courses | https://youtu.be/lItMANx6jRE | 256 | 261 |
| Ibrahim Ahmed A., Abbas Majeed A., Raheem Mohammed Al-Ani A., Ahmed Mawla N.,Mahdi S., Lavryk T., Monadhel H. | Blockchain and Smart Contracts: Enabling Trustworthy and Decentralized Digital Transactions | 262 | 271 | |
| Ibrahim Ahmed A., Qutaiba Abdulrazzaq A., Hussein Ali Ali A.,Najm Abbood Al-Bayati H., Alamro L., Balina O., Ibrahim Jameel Al-Obaidi M. | The LTE-Connected Smart Blind Stick Will Completely Transform Mobility for the Blind | 272 | 282 | |
| Kanaan Hamzah S., Habib B., Ghalib Mejbel B., Jabbar Abbas S., Maktof M., Korchenko O., Ali H. | A Comprehensive Examination of Drone Technological Advances and Computational Methodologies | 283 | 294 | |
| Kanaan Hamzah S., Kallow S., Abdulrazzaq Majeed Alabdali T., Khalid Ahmed A., Hamed Mousa S., Palahuta A. | Innovative Computational Advances in 3D Printing Technology from a Computer Science Perspective | 295 | 305 | |
| Kathrein R., Zeilerbauer O., Larcher J., Doller M. | A Novel Approach for Privacy Preserving Object Re-Identification on Edge Devices | https://youtu.be/04O78xHvcZc | 306 | 313 |
| Kiourtis A., Mavrogiorgou A., Makridis G., Kyriazis D., Soldatos J., Fatouros G., Ntalaperas D., Papageorgiou X., Almeida B., Guedes J., Malo P., Oliveira J., Scholze S., Rosinha A., Reis J., Falsetta M. | XR5.0: Human-Centric AI-Enabled Extended Reality Applications for Industry 5.0 | https://youtu.be/yDhc0yezyfM | 314 | 323 |
| Koskinen J., Mustonen E., Harkonen J., Haapasalo H. | Productization for Consistent Data & Product Understanding in Mergers and Acquisitions | https://youtu.be/LjccJofMVlM | 324 | 330 |
| Kumutham A., Pratihar D., Kanti A. | Impact of CoM Placement on Quadcopter's Performance and Controller Development | https://youtu.be/fBT9cpS43Pg | 331 | 336 |
| Kvet Mic. | Effective restriction of the data manipulation operations in Oracle Database | https://youtu.be/XCOMBbdlD5k | 337 | 342 |
| Kvet Mic., Kvet Mar.,Konstiakova L. | Analysis of Traffic Accident Rates in the Czech Republic | https://youtu.be/3Z_97tERLlE | 343 | 352 |
| Listopad S. | Architecture of Reflective Artificial Intelligent Agents | https://youtu.be/I8xcSF63hXM | 353 | 359 |
| Lohan E., Celikbilek K. | On the Impact of the Number of the Constellation Shells on Standalone LEO-PNT Positioning Metrics | https://youtu.be/rrPjxLjzWa0 | 360 | 367 |
| Lomeli A., Niemi A. | eGMT-Fuzz: Format-Aware Deep Fuzzing of Cryptographic Protocols | 368 | 378 | |
| Mahmood Amin Y., Kadhim Meftin N., Fuad Nas Y., Al-Dulaimi M., Saad Hamid A., Noga H., Khlaponina A. | Human-Computer Interaction in Augmented Reality Environments: Design Principles and User Experiences | 379 | 387 | |
| Mahmood Amin Y., Taleb Hussain R., Ghassan Abdulqader S., Jabbar Abbas S., Mohammad Majed D., Fomin M., Mahdi Zalzala A. | Unveiling the Power of Arduino Zero for Next-Generation Aerial Communication with 5G and Drones | 388 | 396 | |
| Mahmoud Attya S., Ali Jumaa D., Nazar Kamal Hwezy N., Adnan Sajid W., Mohammed Khaleefah A., Zhyrov G., Ali H. | Harnessing Federated Learning for Secure Data Sharing in Healthcare Systems | 397 | 406 | |
| Mahmoud Attya S., Shaker Salman A., Mohammed Hussein Al D., Jawad Abu-AlShaeer M., Jasim Ridah M., Chornomordenko I., Mustafa Hameed W. | Exploring User Interfaces and User Satisfaction in Augmented Reality | 407 | 415 | |
| Mahmood Mustafa F., Ahmed Jasim M., Ghalib Mejbel B., Baji Abdullah S., Hameed Gati K., Noga H., Turovsky O. | Using Emergency Drones to Speed Up Hospital Alerts and Ambulance Dispatch | 416 | 429 | |
| Mahmood Mustafa F., Kallow S., Ali Thamer N., Hameed Merzah H., Mohammed M., Konrad T., Abdulhussain D. | The Importance of Big Data in the Advancement of Robotic Capabilities | 430 | 439 | |
| Mahmood Shukur Ali H., Kareem Jalal S., Waleed Saab M., Izzat Hassan S., Saleem Naamo Ghno G., Saad Ahmed S., Idris Mustafa S., Pirmatov A. | Adaptive Virtual Clustering Methods for Dynamic IoT Edge Systems | 440 | 451 | |
| Mahmood Younis M., Habib B., Adnan Nassrat Al-Ubaidi M., Saeed Issa S., Issam Hamodi Aljanabi Y., Soloviova T., Ibrahim Jameel Al-Obaidi M. | Assessing the Compatibility of Arduino with 6G for Real-Time Patient Monitoring | 452 | 466 | |
| Mahmood Younis M., Salim Jamil A., Hamid Abdulrazzaq A., Ahmed Mawla N., Merzah Khudhair R., Vasiliu Y. | Progress and Challenges in Quantum Computing Algorithms for NP-Hard Problems | 467 | 475 | |
| Majerik F., Borkovcova M. | Performance Verification of IDL Architecture for Partitioned Database | 476 | 481 | |
| Majerik F., Borkovcova M. | Verification of IDL Architecture Performance for Larger Datasets | 482 | 487 | |
| Mohammmed Jassim M., Kareem Abass H., Raheem Mohammed Al-Ani A., Falih Mahdi A., Mohsen Jaber Almaaly A., Navrozova Y., Bodnar N. | Deep Learning Approaches for Predicting Climate Change Impacts: An Empirical Analysis | 488 | 499 | |
| Mohammmed Jassim M., Mohammed Mosa M., Azeez Ibrahibym Okbi Z., Baji Abdullah S., Waleed Taha S., Migo P., Kondakova S. | Cost-Effectiveness Analysis of IoT Deployment in 5G Networks | 500 | 509 | |
| Mohammed M., Haider Mohammed M., Ali Abed Alsultani H., Kassim Ahmad H., Hikmat R., Migo P., Zhyrov G. | Analyzing the Role of Arduino and LTE in IoT-Powered Adaptive Traffic Solutions | 510 | 521 | |
| Mohammed M., Haitham Jameel S., Jabbar Hussein A., Kassim Ahmad H., Ismail L., Zapryvoda A. | The Transformation of Agriculture by Artificial Intelligence in Smart Farming | 522 | 533 | |
| Nuther Ismail M., Hadi Abbas H., Ghalib Mejbel B., M.A.M. Najm N., Abedah M., Kramarenko O., Mahdi Zalzala A. | Complex Dynamics at the Intersection of Computer Algorithms and Robotic Function | 534 | 544 | |
| Nuther Ismail M., Haitham Jameel S., Khudhair Abbas Al-Zeyadi B., Mohsen Saeed A., Mahmood Salman S., Dakov S., Ali H. | Investigating Three Digital Transformation Theories TAM, TTF, and UTAUT | 545 | 555 | |
| Obukhova N., Motyko A., Pozdeev A., Smirnov K. | Automatic Detection and Tracking of Objects in Video Data with Global Motion | https://youtu.be/CCXKVcUaDZo | 556 | 563 |
| Omar Alo S., Muhemed Mool M., Mohammed Zakri N., Mahmood Jawad A., Hamed Mousa S., Tkachenko O., Abdalhussein E. | Integrating LilyPad Arduino with 5G Connectivity to Enable Smart Textiles | 564 | 572 | |
| Omar Alo S., Salim Jamil A. ,Jabbar Hussein M., Al-Dulaimi M., Waleed Taha S., Khlaponina A. | Automated Detection of Cybersecurity Threats Using Generative Adversarial Networks (GANs) | 573 | 584 | |
| Patel T., El-Sayed H., Sarker K. | Evaluating Vision-Language Models for hematology image Classification: Performance Analysis of CLIP and its Biomedical AI Variants | 585 | 591 | |
| Pavlov M., Rybin E., Ivashnev K., Marakhtanov A., Korzun D. | Real-Time Industrial Automated Video Analytics System for Welding Defect Detection | https://youtu.be/pSwRZPGYXKo | 592 | 599 |
| Poletaev A., Paramonov I., Boychuk E. | Automatic Detection of Sentiment Towards Explicit Aspect in Russian Publicism Sentences Using Syntactic Structure | https://youtu.be/4f_IjhJJ0BE | 600 | 609 |
| Popov O., Borisov A., Chernysheva T., Orlov K., Abramov V. | Forming the Frequency Response Assessment of the Audio Transmission Channel Based on the Real Signal | https://youtu.be/M2XR8PPK4eE | 610 | 615 |
| Popova S., Cardiff J., Danilova V. | Rapid Unsupervised Keyphrase Extraction from Single Document | 616 | 623 | |
| Potashnikov A., Mozhaeva A., Vlasuyk I., Mazin V., Egorov D. | Research of the Dependence of the Sensitivity of the Visual System on the Geometric Dimensions of the Stimuli in the Perception of a Typical Multimedia Content | https://youtu.be/cgcgPjiQVMM | 624 | 632 |
| Rafi Tawffaq M., Ahmed Jasim M., Ghalib Mejbel B., Saeed Issa S., Alamro L., Shulha V., Aram E. | IoT Security in a Connected World: Analyzing Threats, Vulnerabilities, and Mitigation Strategies | 633 | 645 | |
| Rafi Tawffaq M., Harith Hazim S., Mazin Salim Al-Aswad F., Mohammed Khalil I., Ismail L., Kozubtsova L., Abdulhussain D. | The Operational States and Energy Utilization of the Arduino Nano and Arduino Micro in 5G Networks | 646 | 655 | |
| Ram S., Nagaraj Kiran Y., Bhute A., Khare T. | Federated Learning for Accurate Labeling of Chest X-Ray Scans | https://youtu.be/fGdMUqedY8c | 656 | 661 |
| Rashid Najem N., Ghanim Ali Z., Hussein Ali A., Adnan Taher N., Khdhaer Mukhlif S., Muliar I., Muthanna Noori H. | A Comprehensive Framework for Harnessing IoT and 5G for Enhanced Disaster Response | 662 | 670 | |
| Rashid Najem N., Shaker Salman A., Fuad Nas Y., Jawad Abu-AlShaeer M., Mazin Basheer B., Khaddad A., Monadhel H. | Human-AI Symbiosis: Investigating Real-Time Neural Link Integrations for Enhanced Cognitive Abilities | 671 | 681 | |
| Romaniuk V., Kashevnik A. | Eye Movement Assessment Methodology Based on Wearable EEG Headband Data Analysis | https://youtu.be/5t0g5E83lD4 | 682 | 687 |
| Salim Abdalrazzaq A., Joma Abidali R., Sami Abdel Aziz Z., Falih Mahdi A., Mazin Basheer B., Malenko M., Abdulhussain D. | The Role of 5G and Blockchain in Binance's Future Development | 688 | 698 | |
| Salim Abdalrazzaq A., Kadhim Meftin N., Mohammed Hussein Al Fawadi D., Hameed Merzah H., Baban O., Akymenko A., Ibrahim Jameel Al-Obaidi M. | Optimizing Robotic Interaction and Decision Making Using Advanced NLP and AI Technologies | 699 | 708 | |
| Samarin A., Mamaeva A., Toropov A., Dzestelova A., Nazarenko A., Kotenko E., Mikhailova E., Malykh V., Savelev A., Motyko A. | Wind Turbines Surface Damage Automatic Detection Using YOLOv8 with Specialized Backbone Modification | https://youtu.be/a5oRl_RdW54 | 709 | 717 |
| Samarin A., Nazarenko A., Toropov A., Kotenko E., Dzestelova A., Mikhailova E., Malykh V., Savelev A., Motyko A. | Universal Filter-Based Lightweight Image Enhancement Model with Unpaired Learning Mode | https://youtu.be/sIVf2vg2dnE | 718 | 727 |
| Shakkouf A., Gromov V. | XNOROP: a New Metric for Binary Neural Networks Performance Measurement | https://youtu.be/Nvkq_kdmzzE | 728 | 735 |
| Sherstinova T., Firsanova V., Novoseltseva A., Megre M., Savchenko E. | Automated Speech Act Annotation in a Russian Spoken Corpus Using Large Language Models: A Comparative Study | https://youtu.be/Kn9o_1LRFWo | 736 | 744 |
| Shlyonskikh A., Sinelnikov M., Nikolaev D., Litvinov Y., Chernishev G. | Lightning Fast Matching Dependency Discovery with Desbordante | https://youtu.be/h-lXnoiFIIg | 745 | 756 |
| Shnaider P., Chernysheva A., Govorov A., Khlopotov M., Nikiforova A. | Applying Retrieval-Augmented Generation for Academic Discipline Development: Insights from Zero-Shot to Tree-of-Thought Prompting | https://youtu.be/w9-MEuT4AeQ | 757 | 763 |
| Shushkova V., Kashevnik A., Bakeeva L. | Accelerometer and Gyroscope Synthetic Data Calculation based on Driver Smartphone GPS | https://youtu.be/h4TQOzYi6_Y | 764 | 771 |
| Subhie Ali Q., Abdulhusien Abdulrazaq O., Raheem Mohammed Al-Ani A., Khalid Ahmed A., Abdullah I., Zapryvoda A. | The era of 5G/LTE Network Integration of Virtual Reality (VR) to Revolutionize IT Infrastructure | 772 | 783 | |
| Subhie Ali Q., Ghazi Abdiwi F., Yaseen Abed M., Mohsen Saeed A., Mohammed Ameen M., Riabukha O., Abdul Majeed M. | A Systematic Examination of Adaptive Protocols in Hybrid 5G and LoRaWAN IoT Environments | 784 | 793 | |
| Talal Taha R., Muhanad M.Salih M., Raheem Mohammed Al-Ani A., Mahmood Jawad H., Waleed Abdulah N., Kotenko A., Mahmoud Al-Jawher W. | Integrating IMS with Blockchain: A New Frontier in Secure Communication Networks | 794 | 802 | |
| Talal Taha R., Obaid Abdullah A., Dronach A., Kamil Shnain S., Mohammed Khaleefah A., Tkachenko O. | The Convergence of Edge Computing and IoT-A Paradigm Shift in Data Processing | 803 | 812 | |
| Walid Nathim K., Abdulkareem Hameed N., Abdulfattah Salih S., Adnan Taher N., Mahmood Salman H., Chornomordenko D. | Ethical AI with Balancing Bias Mitigation and Fairness in Machine Learning Models | 813 | 823 | |
| Walid Nathim K., Ahmed Noori N., Adnan Nassrat Al-Ubaidi M., Mohammed Khalil I., Nadher I., Myronenko O., Mustafa Hameed W. | Identifying the Prospects of the RedBoard Arduino in LTE Wireless Landscapes | 824 | 832 | |
| Wirdatmadja S., Ganesan H., Sydanheimo L., Ukkonen L., Voutilainen M. | In-vivo Dopamine Sensing PEDOT:CNF Neural Probe Design and Simulation | 833 | 839 | |
| Yaseen Abdullah M., Hadi Abbas H., Khallel Ibrahim Al-Ani A., Najm N., Latif N., Lukianov O., Abdalhussein E. | Implementing Blockchain Technology in Robotic Decision Making | 840 | 849 | |
| Yaseen Abdullah M., Shuker Mahmoud M., Noorihamid Z., Al-Dulaimi M., Jasim Ridah M., Gorbatyuk I., Mahdi Zalzala A. | Uncovering the Symbiosis: LTE Networks as Blockchain Scalability Catalysts | 850 | 858 |