Łukasz Sobczak

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Łukasz

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Sobczak

2026

Nur Kelesoglu, Łukasz Sobczak, Joanna Domańska
When LLMs Speak ZigBee: Exploring Low-Latency and Reasoning Models for Network Traffic Generation
2026
Nur Kelesoglu, Łukasz Sobczak, Joanna Domańska
CPU Utilization Forecasting in Large-Scale Cloud Clusters Using Gradient Boosting
2026
Łukasz Sobczak, Nur Kelesoglu, Joanna Domańska
Reliability-Aware LLM Reasoning: Handling Uncertainty in Robot Perception
2026
Nur Kelesoglu, Joanna Domańska, Łukasz Sobczak
Risk-Aware Response Refinement for Safer LLM-Powered Socially Assistive Robots in Elderly Care
2026
Nur Kelesoglu, Łukasz Sobczak, Sławomir Nowak
Risk-Aware Semantic Grounding for Trustworthy LLM-Based Robot Planning
2026
Nur Kelesoglu, Łukasz Sobczak, Joanna Domańska
From Plots to Words: Model-Aware Multimodal Explanations as a Foundation for Accessible, Non-Visual Interaction
2026

2025

Nur Kelesoglu, Łukasz Sobczak, Piotr Biernacki, Joanna Domańska, Francisco Ferrão, Shahid Mumtaz, Fideline Tchuenbou-Magaia
Artificial Intelligence for Electronic-based Systems in Safety Applications
2025
Łukasz Sobczak, Piotr Biernacki, Joanna Domańska
Visual Encoding Method for Semantic Mapping with Federated Learning Concept
2025

2024

Nur Kelesoglu, Łukasz Sobczak
ZigBeeNet: Decrypted ZigBee IoT Network Traffic Dataset in Smart Home Environment
2024

2023

Łukasz Sobczak, Katarzyna Filus, Marzena Halama, Joanna Domańska
Visual examination of relations between known classes for deep neural network classifiers.
2023