Masters Symposium on Advances in Data Mining, Machine Learning, and Computer Vision
Proceedings of the Masters Symposium on Advances in Data Mining, Machine Learning, and Computer Vision
Lviv, Ukraine, February 12-13, 2021.
Edited byVadim Ermolayev * Oleksii Molchanovskyi ** Yaroslav Prytula **
* Zaporizhzhia National University, Dept of Computer Science, 69600 Zaporizhzhia, Ukraine ** Ukrainian Catholic University, Faculty of Applied Sciences, 79011 Lviv, UkraineTable of Contents
- Incorporating Metadata for Semantic Segmentation Iaroslav Plutenko, Dmytro Fishman 5-16
- Robust Visual Odometry for Realistic Point-Goal Ruslan Partsey, Oles Dobosevych, Oleksandr Maksymets 17-25
- Point Cloud Human Pose Estimation using Capsule Networks Oleksandr Onbysh, Andrii Babii 26-35
- 3D Head Model Estimation from a Single Photo Rostyslav Zatserkovnyi, Orest Kupyn 36-45
- One-Shot Identity Preserving Photorealistic Face Reenactment Orest Rehusevych, Orest Kupyn 46-57
- Berries Quality Detection In Visual Spectrum Using Neural Networks Andrii Blagodyr, Viktor Sakharchuk 58-69
- Creating Slides from Video Lecture Maksym Shylo, Anton Smirnov, Valerii Krygin 70-80
- Improving Sequence Tagging Approach for Grammatical Error Correction Task Maksym Tarnavskyi, Kostiantyn Omelianchuk 81-92
- Natural Language Inference for Fact-checking in Wikipedia Mykola Trokhymovych, Diego Sáez-Trumper 93-104
- Real-time Simulation of Arm and Hand Dynamics using ANN Mykhailo Manukian, Sergiy Yakovenko 105-116
- Real-time Inverse Dynamics from Motion Capture Kateryna Zabava, Sergiy Yakovenko, Valeriya Gritsenko 117-128
- Asymmetric Central Pattern Generator (CPG) Implemented with Spiking Neurons in ANN (Nengo) to Simulate CPG Model of Overground Asymmetric Locomotion Yuriy Pryyma, Sergiy Yakovenko 129-138
- Batch Reinforcement Learning for Dynamic Pricing in E-Commerce Andrii Holovko, Taras Firman 139-148
- Scalable Prediction of Coordinated Information Spread Petro Bodnar, Dmytro Karamshuk 149-158
- Predicting Cognitive Scores of Patients with Alzheimer’s Disease Sevil Smailova, Igor Koval 159-166
- Development of Land Valuation System using Machine Learning algorithms Natalia Novosad 167-178
- Graph Neural Networks for BLE Mesh Optimization Oleksandr Bratus 179-189
Про факультет
Важливі дати вступу 2022
- Прийняття документів на вступ: 16.08 – 15.09
- Зарахування на навчання: 25 вересня
- Початок навчання: жовтень 2022