Deep Recurrent Neural Networks for Human Activity Recognition During Skiing. - Magdalena Pawlyta; Marek Hermansa; Agnieszka Szczesna; Mateusz Janiak; Konrad Wojciechowski (ICMMI, 2019)

Dataset Generation Framework for Evaluation of IoT Linux Host-Based Intrusion Detection Systems. - Blazej Adamczyk; Maksym Brzeczek; Marcin Michalak 001; Iwona Kostorz; Lukasz Wawrowski; Marek Hermansa; Michal Czerwinski; Antoni Jamiolkowski (IEEE Big Data, 2022)

Sensor-Based Predictive Maintenance with Reduction of False Alarms - A Case Study in Heavy Industry. - Marek Hermansa; Michal Kozielski; Marcin Michalak 001; Krzysztof Szczyrba; Lukasz Wróbel; Marek Sikora (Sensors, 2022)

Cybersecurity Threat Detection in the Behavior of IoT Devices: Analysis of Data Mining Competition Results. - Michal Czerwinski; Marcin Michalak 001; Piotr Biczyk; Blazej Adamczyk; Daniel Iwanicki; Iwona Kostorz; Maksym Brzeczek; Andrzej Janusz; Marek Hermansa; Lukasz Wawrowski; Artur Kozlowski (FedCSIS, 2023)

A New Data Model for Behavioral Based Anomaly Detection in IoT Device Monitoring. - Marcin Michalak 001; Piotr Biczyk; Blazej Adamczyk; Maksym Brzeczek; Marek Hermansa; Iwona Kostorz; Lukasz Wawrowski; Michal Czerwinski (IJCRS, 2023)

Separate-and-conquer survival action rule learning. - Joanna Badura; Marek Hermansa; Michal Kozielski; Marek Sikora; Lukasz Wróbel (Knowl. Based Syst., 2023)