IAAI – poster session papers

  1. Analysis of surface EMG signals to control of a bionic hand prototype – Adam Pieprzycki, Piotr Wawryka, Katarzyna Łachut , Mateusz Hamera, Bartosz Srebro
  2. Anticipated network of optimizers for smart grid applications – Anna Jarosz, Andrzej M.J. Skulimowski
  3. Application of artificial neural network and finite element method for the identification of parameters of layered pavement – Marek Wojciechowski, Marek Lefik,  Artur Góral
  4. Application of LSTM neural network in CPTU testing interpretation – Mateusz Jocz, Marek Lefik
  5. Automated System for Indoor Sport Video Production – Jagoda Lazarek, Sebastian Purtak, Paweł Gora, Łukasz Gąsiorowski, Aneta Wilenczyc
  6. Brief Overview of Selected Research Directions and Applications of Process Mining in KRaKEn Research Group – Krzysztof Kluza, Mateusz Zaremba, Dominik Sepioło, Piotr Wiśniewski, Weronika T. Adrian, Maria Teresa Gaudio, Paweł Jemioło, Marek Adrian, Krystian Jobczyk, Bernadetta Stachura-Terlecka, Mateusz Ślażyński, Antoni Ligêza
  7. Carbon Footprint Reduction of a Petrochemical Process Supported by ML Digital Twin Modelling – Sławomir Kulikowski, Andrzej  Romanowski, Artur Sierszen
  8. Cellular automata with learning for modelling behavior known from observations – Marek Lefik, Daniela Boso, Marcin Krasiński
  9. Cognitive technologies for sustainable business processes – a literature review – Marcin Hernes, Ewa Walaszczyk, Krzysztof Nowosielski, Agata Kozina
  10. Context-Aware Fake News Detection Model – Jose Fabio Ribeiro Bezerra
  11. Deep learning based forecasting the demand and production of electricity from renewable sources – Michał Pikus, Jaroslaw Was, Pawel Morkisz
  12. Digital twin for training set generation for unexploded ordnance classification – Marcin Blachnik, Piotr Ściegienka
  13. Energy dissipation anomalies in buildings – Michał Morawski, Arkadiusz Tomczyk
  14. Explainable Predictive Maintenance in Steel Manufacturing Process – Szymon Bobek, Jakub Jakubowski, Grzegorz Nalepa
  15. Fabric Defect Detection by Fully Convolutional Network – Patryk Najgebauer, Rafal Scherer, Jakub Walczak, Adam Wojciechowski, Ewa Łada-Tondyra
  16. Identification of Damaged AIS Data Based on Clustering and Multi-Label Classification – Marta Szarmach, Ireneusz Czarnowski
  17. Integrating Anomaly Detection for Enhanced Data Protection in Cloud-Based Applications – Piotr Napieralski, Konrad Czerkas, Agnieszka AD Duraj, Krzysztof Lichy, Piotr Lipinski, Michał Morawski, Dariusz Puchala, Marcin Kwapisz, Adrian Warcholiński, Piotr Wosiak, Michał Drozd
  18. Integration of AI techniques for Optical Music Recognition – Stanisław Graczyk, Ewa Łukasik, Tomasz Łukaszewski
  19. Knowledge extraction and linking in developing a food knowledge graph in the project TAISTI – Agnieszka Lawrynowicz, Weronika T. Adrian, Anna Wróblewska
  20. Lessons Learned from a Smart City Project with Citizen Engagement – Sebastian Ernst, Konrad Zaworski, Piotr Sokołowski, Grzegorz Salwa
  21. Machine learning for water leak detection and localization in the WaterPrime project – Przemysław Głomb, Michał Romaszewski, Michał Cholewa, Wojciech Koral, Andrzej Madej, Maciej Skrabski, Katarzyna Kołodziej
  22. Ocular artefact removal from multi-channel EEG data with tensor decomposition – Zuzana Rošťáková, Roman Rosipal
  23. Performance Analysis of Machine Learning Platforms Using Cloud Native Technology on Edge Devices – Konrad  Cłapa,  Krzysztof Grudzień, Artur Sierszen
  24. Predicting the popularity of research topics with the use of deep learning – Dawid Pytka, Piotr Szczepaniak, Łukasz Chomčtek
  25. RNN-based phase unwrapping for enabling vital parameter monitoring with FMCW radars – Piotr Luczak, Sławomir Hausman, Krzysztof Slot
  26. Statistical method for photovoltaic power forecasting basing on signal components decomposition – Paweł Parczyk, Robert Burduk
  27. Text-to-music models and their evaluation methods – Mateusz Modrzejewski, Przemyslaw Rokita
  28. Towards Ontology-Driven Verification of Car Claims Settlement – Krzysztof Pancerz, Jacek Wolski
  29. Using security games against wild dumping sites – Marek Adrian, Jerzy Markiewicz
  30. Various strategies for solving inverse problems in geotechnics, involving artificial neural networks – Marek Wojciechowski, Marek Lefik, Artur Góral
  31. VideoAI – system for synchronization of electronic program guides – Jan Wasilewski, Bartosz Sochaj, Adam Gaca 
  32. Virtual Reality interactive game for upper body rehabilitation – Beate Banga, Valters Abolins, Maksims Ivanovs, Krisjanis Nesenbergs