dr hab. inż. Joanna Domańska
Wizytówka
dr hab. inż.
Joanna
Domańska
Email
Status
pracownik instytutu
Stanowisko
Zastępca dyrektora do spraw Ogólnych
Orcid ID
Publikacje
W druku
2026
- Kelesoglu N.; Sobczak Ł.; Domańska J.; Knowledge-Graph-Grounded Multimodal Explanations for Trustworthy Time-Series Forecasting in DevOps Systems; In Press: International Semantic Web Conference (ISWC); 2026
- Filus K.; Cruz-Duarte J.; Korpyś M.; Kołodziej A.; Gancarczyk A.; Talbi E.; Domańska J.; Feature- and Similarity-Based Explainability of Experimental Materials Data via Black-Box Hyperparameter Optimization; In Press: Parallel Problem Solving from Nature; 2026
- Kelesoglu N.; Sobczak Ł.; Domańska J.; From Plots to Words: Model-Aware Multimodal Explanations as a Foundation for Accessible, Non-Visual Interaction; In Press: ACM International Conference on Multimodal Interaction (ICMI); 2026
- Sobczak Ł.; Kelesoglu N.; Domańska J.; Reliability-Aware LLM Reasoning: Handling Uncertainty in Robot Perception; In Press: IEEE International Conference on Robot and Human Interactive Communication (IEEE RO-MAN 2026); 2026
- Kelesoglu N.; Domańska J.; Sobczak Ł.; Risk-Aware Response Refinement for Safer LLM-Powered Socially Assistive Robots in Elderly Care; In Press: IEEE International Conference on Robot and Human Interactive Communication (IEEE RO-MAN 2026); 2026
- Halama M.; Połys K.; Nowak S.; Domańska J.; External Semantic Memory as a Cognitive Layer for Large Language Models; In Press: PP-RAI 2026; 2026
- Halama M.; Połys K.; Domańska J.; AI-Assisted Zeolite Design through Retrieval-Augmented Scientific Language Models; In Press: SCIENCE TECHNOLOGY ENGINEERING MATHEMATICS; 2026
Opublikowane
2026
- Kelesoglu N.; Sobczak Ł.; Domańska J.; CPU Utilization Forecasting in Large-Scale Cloud Clusters Using Gradient Boosting; 7th Polish Conference on Artificial Intelligence (PP-RAI'2026); 2026
2025
- Halama M.; Połys K.; Domańska J.; Speech-based analysis of aggression in social content: resistance of Large Language Models to signal degradation; 2025 IEEE International Conference on Big Data; 2025
- Filus K.; Domańska J.; How CNNs and ViTs perceive similarities between categories; European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD); 2025
- Sobczak Ł.; Biernacki P.; Domańska J.; Visual Encoding Method for Semantic Mapping with Federated Learning Concept; MobiHoc '25: Proceedings of the Twenty-sixth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (ACM Symposium on Mobile Ad Hoc Networking and Computing); 2025
2024
- Filus K.; Domańska J.; Similarity-driven adversarial testing of neural networks; Knowledge-Based Systems; 2024
- Filus K.; Domańska J.; Klamka J.; Evaluating Convolutional Neural Networks via measuring similarity of their first-layer filters and Gabor filters; 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems; 2024
- Filus K.; Domańska J.; Extracting coarse-grained classifiers from large Convolutional Neural Networks; Engineering Applications of Artificial Intelligence; 2024
- Siavvas M.; Tsoukalas D.; Marantos C.; Papadopoulos L.; Lamprakos C.; Matei O.; Strydis C.; Siddiqi M.; Chrobocinski P.; Filus K.; Domańska J.; Avgeriou P.; Ampatzoglou A.; Soudris D.; Chatzigeorgiou A.; Gelenbe E.; Kehagias D.; Tzovaras D.; SDK4ED: a platform for building energy efficient, dependable, and maintainable embedded software; Automated Software Engineering; 2024
2023
- Sobczak Ł.; Filus K.; Halama M.; Domańska J.; Visual examination of relations between known classes for deep neural network classifiers.; 2023 IEEE International Conference on Big Data; 2023
- Filus K.; Domańska J.; NetSat: Network Saturation Adversarial Attack; IEEE International Conference on Big Data (IEEE BigData 2023); 2023
- Halama M.; Filus K.; Domańska J.; Robust category recognition based on deep templates for educational mobile applications; 2023 IEEE International Conference on Big Data; 2023
- Kelesoglu N.; Filus K.; Domańska J.; HierAct: a Hierarchical Model for Human Activity Recognition in Game-Like Educational Applications; 2023 IEEE International Conference on Big Data; 2023
- Filus K.; Domańska J.; Recycling of Generic ImageNet-trained Models for Smart-city Applications; The 10th IEEE International Conference on Data Science and Advanced Analytics (DSAA); 2023
- Filus K.; Domańska J.; Global Entropy Pooling Layer for Convolutional Neural Networks; Neurocomputing; 2023
Projekty
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