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Posters 1

POSTERS 1

Young AI, Neural Network and DL, Interdisciplinary Topics in AI

Faculty of Mathematics and Information Science Building WUT, ground floor (MiNI PW)   

 

1 17 Cartesian Genetic Programming Approach for Designing Convolutional Neural Network Krzywda, Maciej; Łukasik, Szymon; Gandomi, Amir H
2 32 Classifier Ensemble Dynamic Model with Conflict Analysis Przybyla-Kasperek, Małgorzata; Sacewicz, Jakub
3 33 Experimental study of energy savings for TinyML-based multi-gas detection systems Puślecki, Tobiasz; Walkowiak, Krzysztof
4 39 Continual Learning with Weight Interpolation Kozal, Jedrzej; Wozniak, Michal
5 56 Representation Enhancement as Sparse Data Augmentation Tool Wojtachnia, Karol; Komorniczak, Joanna; Ksieniewicz, Paweł
6 77 Digital polarisation: Analysis of ‘us’ versus ‘them’ rhetoric in public discussions on social media Gajewska, Ewelina
7 110 Application of Ensemble Regression Methods in Elastic Optical Network Optimization Knapińska, Aleksandra; Kanimba, Robert; Yeşilyurt, Yusuf; Lechowicz, Piotr; Walkowiak, Krzysztof
8 113 Exploring the Potential of Radiomics for Detecting AI-Generated Images Lechowicz, Marek; Kluza, Krzysztof
9 119 Rephrase Analytics for Digital Rhetoric: Exploring The Dynamics of Reformulation in Natural Dialogue Uberna, Maciej Bartosz
10 142 Machine learning in determining Player on Ball Efficiency metrics Mikołajski, Wojciech; Rychel, Jakub; Pilka, Tomasz; Zaręba, Michał; Świątek, Jan
11 153 An evolutionary algorithm for genre classification based on selection of characteristic musical themes Laskowska, Barbara
12 159 Neuro-Guided Graph Expansion for Symbolic Regression Wyrwiński, Piotr; Krawiec, Krzysztof
13 169 AI-supported Self-Learning Application using Emotion Recognition and Focus Analysis Skorupka, Kamila; Adrian, Weronika
14 170 Autoencoder model in anomaly detection for weather data Grzelik, Aleksandra 
15 171 Institutional Black Boxes Pose Even Greater Risk than Algorithmic Ones in a Legal Context Porębski, Andrzej
16 194 Limitation of fast camera pose reconstruction with Instant-NGP backbone Świrta, Bartosz
17 208 Telemetry system as a source of data for machine learning Sokołowski, Piotr; Ernst, Sebastian
18 213 Summarization of reports referring vulnerabilities and exposures in physical systems via ChatGPT Hordieieva, Veronika; Hewelt, Krzysztof; Łosiński, Juliusz; Melcer, Andrzej; Czarnowski, Ireneusz
19 214 An implementation of the YOLO algorithm for the recognition of flags of the International Code of Signals Krajewski, Jakub; Czarnowski, Ireneusz
20 24 Investigating Feature Collapse for Open Set Recognition Evaluation Komorniczak, Joanna; Ksieniewicz, Paweł
21 31 Non-Decisive Cross Entropy loss function Borek-Marciniec, Weronika; Ksieniewicz, Paweł
22 35 Improvements in Vision Graph Neural Networks Wójcik, Bartłomiej; Tomczyk, Arkadiusz
23 38 Forecasting Renewable Energy Procurement Costs for Small Hybrid PV Systems in Poland: A Deep Learning Approach Leveraging Power Grid Data Pikus, Michał
24 64 Voice2Face: Lightweight Neural Lips Movement Generation From Raw Audio Bartosz, Oskar M; Dąbała, Łukasz
25 66 Exploration of Metaheuristic Approaches for Tuning Internal Parameters in Probabilistic Neural Networks Kucharczyk, Szymon; Kowalski, Piotr
26 79 Delay-Line Transformer Zając, Krzysztof; Wachel, Pawel
27 83 Predicting churn with RNN based neural networks models in e-book subscription domain Ropiak, Krzysztof; Drozda, Pawel; Mozalewski, Łukasz; Małaczyński, Mikołaj; Frukacz, Mateusz
28 99 Comparative Study on Different Hyperdimensional Sequence Aggregation Strategies in Dynamic Gesture Recognition Kubicki, Kacper; Łuczak, Piotr; Kucharski, Jacek; Slot, Krzysztof
29 111 Enhancing Dispersed Data Classification: A Hierarchical Model Based on Neural Networks Marfo, Kwabena Frimpong;  Przybyla-Kasperek, Małgorzata
30 120 Generating visual explanations for deep networks using implicit neural representations Byra, Michal; skibbe, henrik
31 149 Neural network pretraining and its influence on Continual Learning Gręda, Piotr; Deja, Kamil
32 182 Structure-aware normalization in unified models for abstract visual reasoning Małkiński, Mikołaj; Mańdziuk, Jacek
33 186 Simulating neurogenesis in artificial neural networks Walczak, Jakub; Wojciechowski, Adam
34 200 Self-supervised Learning of Tokenized Representations  for Raven Progressive Matrices Kwiatkowski , Jakub; Krawiec, Krzysztof
35 14 Measuring Human-Like Artificial Intelligence - Use Case from Video Games Świechowski, Maciej
36 22 Turning feed detection using SVM Chmielowiec, Andrzej; Przybyłowicz, Paweł
37 28 Transition Into Solar Elevation Angle Domain for Photovoltaic Power Generation Forecasting Parczyk, Paweł; Burduk, Robert
38 74 Calibration of Water Demand Network Through a Machine Learned Digital Twin Model Kołodziej, Katarzyna; Cholewa, Michał; Głomb, Przemysław; Romaszewski, Michał; Koral, Wojciech; Sekuła, Przemysław; Książek, Kamil
39 90 Preliminary study on building a model for hydraulic pump failure prediction Rojek, Marcin; Blachnik, Marcin
40 102 Ransomware Detection Using Machine Learning in the Linux Kernel Brodzik, Adrian; Niewolski, Wojciech; Malec-Kruszyński, Tomasz; Tkaczyk, Mikołaj; Bocianiak, Krzysztof
41 103 Machine learning for cyber threat detection in underground mine infrastructure Niewiadomska-Szynkiewicz, Ewa
42 123 Pixel-level Hyper-spectral Image Analysis using RBMs and Quantum Annealers Rybotycki, Tomasz; Gawron, Piotr; Mazur, Dawid
43 128 Integrating AI and Sports Science for Enhanced Football Analytics and Injury Prediction Grzelak, Bartłomiej; Górecki, Tomasz; Dyczkowski, Krzysztof; Pilka, Tomasz; Zaręba, Michał; Eichner, Jakub; Sadurska, Aleksandra
44 162 Machine learning model to develop a game with procedurally generated map Wawrzynkiewicz, Piotr; Poniszewska-Marańda, Aneta
45 176 Unbiased Chlorophyll Content Estimation from Hyperspectral Data Using Machine Learning Ruszczak, Bogdan; Wijata, Agata Maria; Nalepa, Jakub
46 203 Application of graph neural networks in particle track reconstruction Gomułka, Wojciech; Kowalski, Piotr A.; Szumlak, Tomasz; Bold, Tomasz
47 207 Comparison of tracking accuracy of HPE algorithms for sport speed climbing analysis Pieprzycki, Adam
48 216 Models of deep learning applicable to brain tumor diseases detection Woźniak, Marcin
49 217 Type-2 fuzzy logic in medical diagnostic systems Zielonka, Adam