Academia-to-Industry Competence Incubator

Open Innovations Association FRUCT

Proceedings of FRUCT'37

Helsinki, Finland, 14-16 May 2025
FRUCT Oy, Finland, ISSN 2305-7254, ISBN 978-952-65246-3-4
Sergey Balandin

Issue 1 (Full Papers)

Authors Title Youtube Page start Page finish
Abdurakhimov M., Khodorchenko M. RuSimulBench a Benchmark for Assessing the Quality of Language Models in Russian https://youtu.be/LPUQF4pS6wA 3 10
Aliev M., Muravyov S. Imbalance Learning Ensemble Optimization https://youtu.be/3ZDiciNUwgg 11 16
Arroyo-Bonifaz L., Osorio-Guerra C., Ugarte W. Improving Radiological Interpretation through Optimization of Radiographs using Vision Transformers https://youtu.be/4FZoMv4uq0E 17 24
Bittla S., Ganguly R., Ganguly P. A Mobile-First CMS Architecture for Scientific Spiritualism: Design and Implementation on Android https://youtu.be/SA8W6ZFiD2M 25 36
Brach W., Petrik M., Kostal K., Ries M. Ghosts in the Markup: Techniques to Fight Large Language Model-Powered Web Scrapers https://youtu.be/fteCiAGO-PA 37 46
Hamoud B., Othman W., Shilov N. Analysis of Computer Vision-Based Physiological Indicators for Operator Fatigue Detection https://youtu.be/t1MF-Yvtu9s 47 58
Ivanov S., Zudilova T., Osipov N., Osetrova I., Igor A., Ivanova L. Machine Learning Model of Seasonal Autoregressive Integrated Moving Average with Exogenous Variables for Logistics https://youtu.be/DJGnBbwTu2A 59 64
Jayasinghe A., Janith K., Wickramage R., Wijayasiri A. Efficient GPU Resource Pooling for Machine Learning Workloads https://youtu.be/HTE0KP1r550 65 74
Kalyanasundaram T., Panchalingam K., Jegatheesan T., Wijayasiri A., Perera S. Load Balancer Filter-Based Approach To Enable Distributed API Rate Limiting https://youtu.be/3iqqI9gaOIY 75 85
Kashevnik A., Glekler E., Stankevich A. Intelligent Method for Human Concentration Recognition Based on EEG Sensor Data https://youtu.be/im4CdSChPBE 86 92
Kasula V., Rakki S., Banoth R. Enhancing Hyperledger Fabric Security with Lightweight Post-Quantum Cryptography and National Cryptographic Algorithms https://youtu.be/SNYbeu45D6M 93 99
Kleinedler A., Dudas A. Object Type-based Data Description by Aggregation for Graph Databases https://youtu.be/LDJUcdSMhJc 100 109
Klimenko V., Shchegoleva L. Methods for Solving the Linear Cutting-stock Problem on Several Slitting Machines with Minimizing the Number of Waste and Knife Rearrangements https://youtu.be/FYrtxp8ZEAY 110 115
Kniezova J., Hrkut P., Krsak E. Data Pseudonymization in the Generative Artificial Intelligence Environment https://youtu.be/e00foow4888 116 121
Kopanichuk I., Chashchin A., Ochneva I., Grabovoy A., Ogaltsov A., Kildyakov A., Chekhovich Y. Structure Extractor: Multilingual Extraction of Sections from Scientific Document https://youtu.be/IUm-nBDeHaA 122 128
Korzhik V., Gerling E., Zhuvikin A. Design of Almostperfectly Secure Stegosystems for Video Files https://youtu.be/xdPbWhIMB18 129 135
Kostal K., Morhac D., Mecir J. Building Interoperability: A Decentralized Bridge Connecting Polkadot and Cosmos Ecosystems https://youtu.be/daLXKGS9eZ8 136 144
Kostal K., Morhac D., Matovic E., Kolek P., Horvat J., Jusko V., Drienik S., Bacovsky M. Detecting and Predicting Changes in Crypto Markets https://youtu.be/8MRDsbG6Lbk 145 152
Kvet M., Vaclavkova M., Misinova T., Bekes B., Korecko J., Zimen D. Artist's Ordering System https://youtu.be/u2Atn9F7YRg 153 158
Kvet M. Teaching Process and Student Result Analysis - Case Study https://youtu.be/ymUPr5UGYy8 159 166
Mattila J., Pohjolainen S., Tikkanen R., Paajala I., Kauranen J., Karppinen P. University Students' Perceptions of the Potential of a Metaverse-Based Virtual Learning Environment: an Exploratory Case Study https://youtu.be/1BHAE7HDOqU 167 178
Melekova A., Kvet M. Effect of JOIN Type on Query Performance https://youtu.be/7ZkxxmWa7lI 179 184
Melendez-Rios A., Vega-Berrocal R., Ugarte W. Generative Adversarial Neural Networks or Random and Complex Chord Progression Generation https://youtu.be/oJ2_HYCn7vU 185 194
Mironov A., Golofastov L., Gorikhovskii V. The PYSATL Experiment Framework https://youtu.be/ZCdOoRKth2I 195 202
Papan J., Tatarka S., Skvarna D., Bridova I. Network Recovery Optimization in SDN https://youtu.be/YpCi6RC-7V0 203 212
Patov A., Gorikhovskii V., Kutuev V. Classification-Based Barrier Change Point Detection Methods https://youtu.be/Dm3rCnjoFtc 213 220
Piletskii O., Gorikhovskii V. ChunkFS: A Tool for Data Deduplication Methods Comparison https://youtu.be/VKmazMiKf9M 221 227
Ponomareva A., Ivantsova O., Kanina Y. Methods of Decision Making and Fuzzy Sets in the Selection of the Optimal Location for a Metro Station https://youtu.be/Fst8JoQBiEM 228 238
Quan T., Ninh T. A Spatial Spectral Mask for Dual - Microphone Systems https://youtu.be/zR9m7p9BnBc 239 245
Ralbovsky A., Kotuliak I. Early Detection of Malicious Activity in Log Event Sequences Using Deep Learning https://youtu.be/HMQbM-KePf8 246 253
Romaniuk V., Kashevnik A. EEG Headband-Based Emotion Valence Prediction Approach: CNN Model and Evaluation https://youtu.be/jkK33LK7_5I 254 259
Rumiantcev M. Transformer-Based Multimodal Framework for Music Similarity Analysis and Recommendation Systems https://youtu.be/LROad6x4wO4 260 270
Samarin A., Toropov A., Kotenko E., Nazarenko A., Mikhailova E., Malykh V., Savelev A., Motyko A. Lightweight Image Pre-processing Model for Improving Segmentation of Infrared Human Eye Images https://youtu.be/4sYiNFvgK-M 271 277
Samarin A., Toropov A., Kotenko E., Nazarenko A., Mikhailova E., Malykh V., Savelev A., Motyko A. Specialized Image Descriptors Adaptation for Generated Images Recognition https://youtu.be/PtcKlRqJV1Y 278 284
Sepetkova J., Panakova R., Kvet M. Database Analytics and Performance on Data from Telecom Customer Service https://youtu.be/qHfMTkOtbcs 285 291
Shushkova V., Kashevnik A., Stankevich A., Andreev N., Zubok D., Shtumpf S. Intelligent Vehicle Maneuver Detection Based on Synthetic Gyroscope Data Calculated from GPS https://youtu.be/7zGYubXpBMk 292 298
Staroletov S. Exploring Hyperledger Sawtooth: Model Checking Proof-of-Elapsed Time Algorithm and Testing Methods for Enterprise Blockchain Applications https://youtu.be/tbKETB8ArjY 299 310
Surkov M. Memory-Efficient Sound Event Detection using Multi-Head Gated Recurrent Unit https://youtu.be/6m1XiK8nAQ8 311 316
Totmyanin D., Gorikhovskii V. L-Moments Method: Introducing Novel Approach of Mixture Parameters Estimation and Its Implementation in Python Library Pysatl-Mpest https://youtu.be/4IdY6sX3Yj0 317 322
Yadulla A., Kasula V., Alshboul A. Enhanced Cybersecurity Entity Recognition Using DeBERTa, Transformer-CNN Hybrids, and BiLSTM-Softmax https://youtu.be/SNYbeu45D6M 323 330
Yadulla A., Konda B., Yenugula M., Kasula V., Rakki S., Banoth R. Lightweight Neural Networks for Adversarial Defense: A Novel NTK-Guided Pruning Approach https://youtu.be/89l1f4skGAY 331 337