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ORCIDProfIT AI 2024: Cambridge, MA, USA
- Dmytro Chumachenko, Polina Golland, Sergiy Yakovlev:
Proceedings of the 4th International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2024) 2024, Cambridge, MA, USA, September 25-27, 2024. CEUR Workshop Proceedings 3777, CEUR-WS.org 2024
Section 1. Computer Vision
- Bohdan Yailymov, Hanna Yailymova, Nataliia Kussul, Andrii Shelestov:
Semi-Supervised European Forest Types Mapping using High-Fidelity Satellite Data. 1-15 - Victor Sineglazov, Mykhailo Savchenko
, Volodymyr Lytvynenko:
Efficient Small and Overlapping Target Detection in Underwater Images. 16-29 - QuanTrong The:
Microphone Array Spectral Mask Using Artificial Neural Network for Enhancing Minimum Variance Distortionless Response Beamformer. 30-39 - Viktor Sineglazov, Kyrylo Lesohorskyi, Volodymyr Lytvynenko:
Intelligent Hyperspectral Image Processing for Landmine Detection and Classification. 40-51 - Sergiy Popov, Dmytro Pikhulya:
Weighted Shifted S-shaped Activation Functions. 52-66 - Amit Pandey, Akansha Singh, Ajith Abraham, Krishna Kant Singh:
TU-Net: Transformer based U-Net for left ventricle MRI segmentation. 67-74
Section 2. Natural Language Processing
- Daniil Maksymenko, Danylo Kryvoshein, Olena Turuta, Dmytro Kazakov, Oleksii Turuta:
Benchmarking Conversation Routing in Chatbot Systems Based on Large Language Models. 75-86 - Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko:
The Impact of Stopwords Removal on Disinformation Detection in Ukrainian language during Russian-Ukrainian war. 87-101 - Anastasiia Grynenko, Olena Turuta, Ruslan Kasheparov, Olga Kalynychenko, Oleksii Turuta:
Estimation and Visualization of Webcam Eye Tracking for Text Reading. 102-110 - Oleksandr M. Khimich, Serhii V. Yershov, Elena A. Nikolaevskaya, Pavlo S. Yershov:
Development of an Intelligent Search Engine using GPT model for GrantsForScience platform. 111-119 - Yehor Dzhurynskyi, Volodymyr Mayik, Lyudmyla Mayik:
Artificial Intelligence-Driven Text-to-Tactile Graphics Generation for Visual Impaired People. 120-127 - Anton Bazdyrev:
Russo-Ukrainian War Disinformation Detection in Suspicious Telegram Channels. 128-136
Section 3. Intelligent Methods in Healthcare
- Igor Nesteruk, Oleksii Rodionov:
The COVID-19 Pandemic Dynamics and Incomes. 137-149 - Lesia I. Mochurad, Liliana Mirchuk, Anastasiia Veretilnyk:
Parallel Optimization of Dimensionality Reduction Methods for Disease Prediction: PCA and LDA with Dask-ML. 150-161 - Vladislav Kaverinskiy, Oleksandr V. Palagin, Kyrylo Malakhov:
A Distributed Classification Method for Real-time Healthcare Data Processing. 162-174 - Oksana Pichugina, Lyudmyla Kirichenko, Yurii Skob:
Multicriteria Linear Assignment Problem in Healthcare Improvement. 175-184 - Pavlo Radiuk, Oleksander Barmak, Eduard Manziuk, Iurii Krak:
Explainable Artificial Intelligence: Transitioning DL Model Decisions to User-Understandable Features in Healthcare. 185-199 - Igor Nesteruk:
Mathematical Simulations of the Pertussis Epidemic in England. 200-209 - Petro Stetsyuk, Viktor Stovba, Ivan Senko, Illya Chaikovsky:
Using of Ellipsoid Method and Linear Regression with L1-Regularization for Medical Data Investigation. 210-221 - Viktor Reshetnik, Irina Muryzina, Marcus Frohme, Victoriia Alekseeva, Alla Dzyza, Alina S. Nechyporenko:
Uncertainty Estimation Method for Determining Bone Density in Patients with Infiltrating Intraductal Carcinoma Undergoing Anti-Cancer Therapy. 222-228 - Mykola Butkevych, Dmytro Chumachenko:
Simulation of Influenza Dynamics in Kharkiv Oblast (Ukraine) using ARIMA Model. 229-237 - Alina S. Nechyporenko, Viktor Reshetnik, Marcus Frohme, Victoriia Alekseeva, Andrii Lupyr, Vitaliy Gargin:
Evaluation of Bone Radiodensity in Smokers. 238-244
Section 4. Intelligent Systems
- Leonid Bytsyura, Anatoliy Sachenko, Taras Kapusta, Khrystyna Lipianina-Honcharenko, Ruslan Brukhanskyi:
Modelling Hydroecomonitoring of Surface Water in Ukraine Using Machine Learning. 245-254 - Michael Z. Zgurovsky, Pavlo O. Kasyanov, Liudmyla B. Levenchuk, Vladyslav R. Novykov:
Methodology for an Intelligent System Constructing for Modeling the Conduction of an Electrical Impulse in Nerve Axons. 255-264 - Yevheniia Babenko, Volodymyr Romanov:
Intelligent Methods in Behavioral Studies on Animal Models. 265-281 - Yurii Skob, Oleksandr Khimich, Oksana Pichugina, Andrii Hulianytskyi, Oleksii Kartashov:
Mathematical Modeling of Pressure Effects from Hydrogen Explosion. 282-299 - Kyryl Korobchynskyi, Maksym Shapovalov, Viktoriia Seredenko:
Development and Analysis of the Training Course "Organization of Databases" with AI. 300-314 - Sergiy Yakovlev, Artem Khovrat, Volodymyr Kobziev, Dmytro Uzlov:
Decision Support Algorithm in the Development of Information Sensitive Socially Oriented Systems. 315-326 - Volodymyr Opanasenko, Serhii Matvieishyn, Vladislav Kaverinskiy:
Innovative Architectural Development of Corporate Enterprise Administration Systems. 327-337 - Danylo Martynov, Yuriy Zholudov, Mykola Slipchenko, Olena Slipchenko, Kyrylo Korobchynskyi:
Numerical Simulation of Kinetic Processes in Thin-layer Electrochemiluminescent Light Emitting Cells. 338-347 - Vadym Yevtushenko, Kyrylo Rukkas, Tetyana Chumachenko:
Development of Intelligent Nutrition Surveillance System with OpenAI API. 348-360 - Nataliia Dotsenko, Igor Chumachenko, Oleksandr Skachkov, Yuliia Husieva:
Development and Implementation of Intelligent Programming Tool for Agile Transformation of Human Resource Management Processes. 361-368 - Sergiy Popov, Iryna Pliss, Olexii Holovin, Oleh Zolotukhin, Larysa Chala:
Fuzzy Online Bagging Using Adaptive F-transform. 369-376 - Yevgeniy V. Bodyanskiy, Nonna Kulishova, Mykhailo Petrykin, Maxim Kulishov:
Adaptive Piece-Wise Linear Squashing Activation Function for Deep Neural Networks. 377-384 - Liudmyla Koliechkina, Olena Dvirna:
Using Models of Combinatorial Optimization Problem to Estimate the Parameters of an Intelligent System. 385-391
Section 5. Artificial Intelligence Ethics, Policy and Governance
- Vyacheslav Kharchenko, Oleg Odarushchenko:
Trustworthy AI Systems from Untrustworthy Components: Development von Neumann's Paradigm using Principle of Diversity. 392-404 - Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk, Vladislav A. Kuznetsov, Iurii Krak:
Representation of Trustworthiness Components in AI Systems: A Formalized Approach Considering Interconnections and Overlap. 405-417 - Mykola Petrenko, Mykola Boyko, Sergii Kotlyk, Kyrylo Malakhov:
Towards Ontology-Related Support for Transdisciplinary Research. 418-429 - Dmytro Uzlov, Yehor Havryliuk, Ivan Hushchyn, Volodymyr V. Strukov, Sergiy Yakovlev:
Handling Outliers in Swarm Algorithms: a Review. 430-437
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