Publikacje
W druku
2026
- Gelenbe E.; Gül B.; Nakip M.; Federated Intrusion Detection for Smart Vehicles; In Press: IEEE International Conference on Intelligent Transportation Systems (ITSC); 2026
- Nakip M.; Gibała R.; Nowak S.; Optimizing Information Retrieval in RAG Systems via Proactive Hyperparameter Selection; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD); 2026
- Nakip M.; Gibała R.; Grygar A.; Nowak S.; Trend-based Multi-Modal Anomaly and Cyber Threat Detection with Traceable Explainability for Cloud Services; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD); 2026
- Gül B.; Nakip M.; Jazdi N.; Weyrich M.; QoS-Aware Federated Learning for Multimodal In-Cabin Interaction in Smart Vehicles; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD); 2026
- Filus K.; Faber K.; Corizzo R.; Kanan C.; Lost or Hidden? A Concept-Level Forgetting in Supervised Continual Learning; In Press: Neural Information Processing Systems (NeurIPS); 2026
- Filus K.; Nwadiuto O.; Stoeva Z.; Domańska J.; Tchuenbou-Magaia F.; Lightweight Time-Series Representation for Battery State of Health Estimation from Graphene Sensor Data; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases; 2026
- Filus K.; Pokuciński S.; Measuring Monosemanticity in Sparse Autoencoders via Latent Activation Coherence; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases; 2026
- Filus K.; Żarski M.; Inspecting Training Dynamics of Similarity Development in Supervised Vision Networks ; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases; 2026
- Czachórski T.; Grochla K.; Pecka P.; Strzoda A.; Fourneau J.; Mokdad L.; Nycz M.; Nycz T.; The Impact of CSMA on LoRaWAN Communication Efficiency: A Diffusion Approximation Model; In Press: Nineteen International Workshop on Selected Topics in Mobile and Wireless Computing WiMob; 2026
- Sobczak Ł.; Kelesoglu N.; Why the Robot Said No: Knowledge-Graph-Grounded Explanations for LLM-Based Robot Planning; In Press: International Semantic Web Conference (ISWC); 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.; Target Selection for Adversarial Evaluation of Vision Models Using Language Models; In Press: IEEE International Joint Conference on Neural Networks; 2026
- Sobczak Ł.; Kelesoglu N.; Nowak S.; Risk-Aware Semantic Grounding for Trustworthy LLM-Based Robot Planning; In Press: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD); 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
- Macek W.; Pojda D.; Podulka P.; Mourao A.; Correia J.; Zhu S.; Qualitative and quantitative fractography of structural steel S235; In Press: Fatigue & Fracture of Engineering Materials & Structures; 2026
- Gelenbe E.; Abdelrahman O.; Signalling Storms and Taylor’s Law; In Press: 33rd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, Paris, France
- Gelenbe E.; Ren Q.; Yan Z.; A Probabilistic Dynamic Network Trust Model for IoT Systems with Lost Messages and Cyberattacks; In Press: 33rd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, Paris, France
- Kuaban G.; Czachórski T.; Atmaca T.; Czekalski P.; Power models for O-RAN O-DU planning and optimisation; In Press: IEEE Consumer Communications and Networking Conference (CCNC 2026)
- Kuaban G.; Nkemeni V.; Czachórski T.; Czekalski P.; Djomadji E.; Dimensioning the renewable energy system of a Green Cellular Base Station Site; In Press: EAI/Springer Innovations in Communication and Computing
- Jaja M.; Nkemeni V.; Kuaban G.; Acha A.; Nwobodo O.; Djomadji E.; Tsafack P.; Brosselard P.; A Comprehensive Crop Recommendation System Lever- aging Internet of Things and Machine Learning; In Press: EAI/Springer Innovations in Communication and Computing
- Khandelwal A.; Kurniawan H.; Aangiras S.; Salehi Ö.; Glos A.; Classification and transformations of quantum circuit decompositions for permutation operations; In Press: arXiv preprint arXiv:2312.11644