Publikacje 2025

Czarnowski Ireneusz: Estimating the value of commercial real estate using machine learning approaches, Empowering the Interdisciplinary Role of ISD in Addressing Contemporary Issues in Digital Transformation (ISD2025 Proceedings)
Czarnowski Ireneusz: Convergence analysis of the population learning algorithm, Intelligent Decision Technologies : proceedings of the 16th KES-IDT 2024 Conference
Czarnowski Ireneusz, Jasiński Marek: IEEE EUROCON 2025 : 21st International Conference on Smart Technologies : June 4-6, 2025 Gdynia, Poland : Proceedings, Institute of Electrical and Electronics Engineers (IEEE)
Hordieieva Veronika, Czarnowski Ireneusz, Jędrzejowicz Piotr: A comparative study of oversampling techniques for imbalanced network attack detection, Procedia Computer Science 2025
Szarmach Marta, Czarnowski Ireneusz: A data-driven approach for reconstruction of damaged AIS messages, Procedia Computer Science 2025
Skakovski Aleksander, Jędrzejowicz Piotr: A differential evolution algorithm for discrete-continuous scheduling, Procedia Computer Science 2025
Jędrzejowicz Piotr, Ratajczak-Ropel Ewa, Wierzbowska Izabela: Binary transformer-based classifier, Procedia Computer Science 2025
Szyman Paweł, Barbucha Dariusz: Centrality-based approach to finding key actors in an organizational social network, Procedia Computer Science 2025
Łosiński Juliusz, Czarnowski Ireneusz: Comparison of CNN architectures for INTERCO, Procedia Computer Science 2025
Jędrzejowicz Piotr, Ratajczak-Ropel Ewa: Parallelized population-based multi-heuristic approach for solving RCPSP/max, Procedia Computer Science 2025
Mirakowski Arkadiusz: Performance comparison of ANN, CNN and RBF in multiclass image classification: batch vs. incremental learning, Procedia Computer Science 2025
Dampc Mateusz, Czarnowski Ireneusz: Selected approaches to handling class-imbalanced data in the context of network and network services security, Procedia Computer Science 2025
Czarnowski Ireneusz, Howlett Robert J., Jain Lakhmi C.: Intelligent Decision Technologies : proceedings of the 16th KES-IDT 2024 Conference, Springer