Procedural Generation of Adjustable Terrain for Application in Computer Games Using 2D Maps. - Izabella Antoniuk; Przemyslaw Rokita (PReMI, 2015)

Generation of Complex Underground Systems for Application in Computer Games with Schematic Maps and L-Systems. - Izabella Antoniuk; Przemyslaw Rokita (ICCVG, 2016)

L-system Application to Procedural Generation of Room Shapes for 3D Dungeon Creation in Computer Games. - Izabella Antoniuk; Pawel Hoser; Dariusz Strzeciwilk (ACS, 2018)

Algorithm for Optimization of Multi-spindle Drilling Machine Based on Evolution Method. - Pawel Hoser; Izabella Antoniuk; Dariusz Strzeciwilk (ACS, 2018)

Procedural Generation of Multilevel Dungeons for Application in Computer Games using Schematic Maps and L-system. - Izabella Antoniuk; Przemyslaw Rokita (Intelligent Methods and Big Data in Industrial Applications, 2019)

Application of Siamese Networks to the Recognition of the Drill Wear State Based on Images of Drilled Holes. - Jaroslaw Kurek; Izabella Antoniuk; Bartosz Swiderski; Albina Jegorowa; Michal Bukowski (Sensors, 2020)

Digital representation of tissues in high compute bioelectromagnetics. - Artur Krupa; Izabella Antoniuk (J. Comput. Appl. Math., 2021)

Decision Confidence Assessment in Multi-Class Classification. - Michal Bukowski; Jaroslaw Kurek; Izabella Antoniuk; Albina Jegorowa (Sensors, 2021)

Improved Drill State Recognition during Milling Process Using Artificial Intelligence. - Jaroslaw Kurek; Artur Krupa; Izabella Antoniuk; Arlan Akhmet; Ulan Abdiomar; Michal Bukowski; Karol Szymanowski (Sensors, 2023)

Advanced Feature Extraction Methods from Images of Drillings in Melamine Faced Chipboard for Automatic Diagnosis of Drill Wear. - Izabella Antoniuk; Jaroslaw Kurek; Artur Krupa; Grzegorz Wieczorek; Michal Bukowski; Michal Kruk; Albina Jegorowa (Sensors, 2023)

Application of Machine Learning Algorithms for Tool Condition Monitoring in Milling Chipboard Process. - Agata Przybys-Malaczek; Izabella Antoniuk; Karol Szymanowski; Michal Kruk; Jaroslaw Kurek (Sensors, 2023)

Multiple input CNN architecture for tool state recognition in the milling process based on time series signals. - Michal Bukowski; Izabella Antoniuk; Karol Szymanowski; Artur Krupa; Jaroslaw Kurek (Oper. Res. Decis., 2024)

Normal Patch Retinex Robust Alghoritm for White Balancing in Digital Microscopy. - Radoslaw Roszczyk; Artur Krupa; Izabella Antoniuk (CoRR, 2025)