Zespół Modelowania, Oceny Efektywności i Bezpieczeństwa Systemów Komputerowych

2026

• Varol A.; Kołodziej K.; Sobczak Ł.; Romaszewski M.; Głomb P.; Motlagh N.; Leino M.; Virkki J.; Enabling Cloud-Level Accuracy in Edge AI through IoT Data Preprocessing; Submitted: IEEE Internet of Things Journal; 2026

• Nasereddin M.; Gelenbe E.; Parameter Sensitivity of AADRNN-Based Attack Detection; Submitted: 31st Symposium on Computers and Communications (IEEE ISCC 2026)
• Filus K.; Żarski M.; Beyond Accuracy: Uncovering the Role of Similarity Perception and its Alignment with Semantics in Supervised Learning; Submitted: arXiv preprint
• Filus K.; Romaszewski M.; Żarski M.; Semantic Depth Matters: Explaining Errors of Deep Vision Networks through Perceived Class Similarities; Submitted: arXiv preprint

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
• Kelesoglu N.; Judging Turn-Taking Through a Monocultural Lens: A Parallel-Corpus Probe of Cultural Bias in LLMs; In Press: ACM International Conference on Multimodal Interaction (ICMI); 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
• 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
• 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.; 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

• 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

2026

• Varol A.; Kołodziej K.; Sobczak Ł.; Romaszewski M.; Głomb P.; Motlagh N.; Leino M.; Virkki J.; AIRWISE: Environmental Sensor and LLM Query Dataset for Edge AI-Based Air-Quality and Thermal-Comfort Analytics; 2026
• Varol A.; Kołodziej K.; Sobczak Ł.; Romaszewski M.; Głomb P.; Motlagh N.; Leino M.; Virkki J.; Enabling Cloud-Level Accuracy in Edge AI through IoT Data Preprocessing; arXiv preprint arXiv ; 2026
• Nakip M.; Kelesoglu N.; Mert T.; Güzeliş C.; Self-Supervised Online Learning Algorithm for rTPNN to Reduce False Alarms in Fire Detection; Knowledge-Based Systems; 2026
• Czachórski T.; Queueing Theory and Diffusion Approximation with their Applications; Materials for Lectures at UPES Univerity Dehradun, India; 2026