Publications
Found 124 results
Filters: Author is Joanna Domańska [Clear All Filters]
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In Press. Speech-based analysis of aggression in social content: resistance of Large Language Models to signal degradation. 2025 IEEE International Conference on Big Data.
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2025. How CNNs and ViTs perceive similarities between categories. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD).
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2025. 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. :428-435.
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2025. What is the doggest dog? Examination of typicality perception in ImageNet-trained networks Neural Networks. 188
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2024. 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.
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2024. Extracting coarse-grained classifiers from large Convolutional Neural Networks. Engineering Applications of Artificial Intelligence. 138
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2024. SDK4ED: a platform for building energy efficient, dependable, and maintainable embedded software. Automated Software Engineering.
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2024. Similarity-driven adversarial testing of neural networks. Knowledge-Based Systems. 305
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2023. Global Entropy Pooling Layer for Convolutional Neural Networks. Neurocomputing. 555
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2023. HierAct: a Hierarchical Model for Human Activity Recognition in Game-Like Educational Applications. 2023 IEEE International Conference on Big Data.
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2023. NetSat: Network Saturation Adversarial Attack. IEEE International Conference on Big Data (IEEE BigData 2023).
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2023. Recycling of Generic ImageNet-trained Models for Smart-city Applications. The 10th IEEE International Conference on Data Science and Advanced Analytics (DSAA).
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2023. Robust category recognition based on deep templates for educational mobile applications. 2023 IEEE International Conference on Big Data.
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2023. Software Vulnerabilities in TensorFlow-Based Deep Learning Applications. Computers & Security. 124
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2023. Visual examination of relations between known classes for deep neural network classifiers.. 2023 IEEE International Conference on Big Data.
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2022. Adaptive Hurst-Sensitive Active Queue Management. Entropy. 24(3)
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2022. Approximation Models for the Evaluation of TCP/AQM Networks. Bulletin of the Polish Academy of Sciences, Technical Sciences (BPASTS). 70(4)
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2022. Building a real-time testing platform for unmanned ground vehicles with UDP Bridge. Sensors. 22(21)
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2022. Cost-Effective Filtering of Unreliable Proximity Detection Results Based on BLE RSSI and IMU Readings Using Smartphones. Scientific Reports. 12(1)
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2022. Finding the best hardware configuration for 2D SLAM in indoor environments via simulation based on Google Cartographer. Scientific Reports. 12
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2022. NAM: What Does a Neural Network See? International Joint Conference on Neural Networks (IJCNN 2022), IEEE WCCI 2022.
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2022. Real-time testing of vision-based systems for AGVs with ArUco markers. IEEE International Conference on Big Data.
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2022. SDK4ED: One-click platform for Energy-aware, Maintainable and Dependable Applications. 25th Design, Automation and Test in Europe Conference.
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2021. Combined diffusion approximation - simulation model of AQM’s transient behaviour. Computer Communications. 166
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