| 2026 | ICAART | DualRAG Architecture: Structured Retrieval with Layered Knowledge Models. | Michal Podpora, Marek Baranowski, Aleksandra Kawala-Sterniuk, Mariusz Pelc |
| 2026 | ICAART | From Chatbot to Validator: A Dual-Agent Strategy towards Trustworthy On-Premise Conversational LLMs. | Michal Podpora, Marek Baranowski, Aleksandra Kawala-Sterniuk, Mariusz Pelc, Piotr Rogala, Piotr Kawa, Pawel Pirg, Anna Romaniewska, Wojciech Rogala |
| 2026 | ICCS | Initial Study on Cancer Diagnosis Using AI/NLP and Expert System Integration. | Mariusz Pelc, Slawomir Stemplewski, Waldemar Bauer, Tomasz Kajdanowicz, Aleksandra Kawala-Sterniuk |
| 2025 | ACIIDS | Multimodal Machine Learning Analysis of fNIRS Signals Using LSTM and KNN Models for Cognitive States and Brain Activation Patterns Prediction. | Adrian Luckiewicz, Dariusz Mikolajewski, Radoslaw Roszczyk, Krzysztof Siwek, Tomasz Kajdanowicz, Mariusz Pelc, Piotr Sterniuk, Edward Jacek Gorzelanczyk, Aleksandra Kawala-Sterniuk |
| 2025 | ICDM | Non-Parametric Spectral Analysis of Slow Wave Activity in Resting-State EEG as a Biomarker of Dementia Risk. | Waldemar Bauer, Mariusz Pelc, Katarzyna Bialas, Tomasz Kajdanowicz, Aleksandra Kawala-Sterniuk |
| 2023 | MMAR | Pilot Study on Using Hybrid-Cascade Filtering on Brain Signals for the Control Purposes. | Mariusz Pelc, Dariusz Mikolajewski, Edward Jacek Gorzelanczyk, Anna Wieczorek, Henryk Racheniuk, Adam Sudol, Kayhan Latifzadeh, Luis A. Leiva, Aleksandra Kawala-Sterniuk |
| 2023 | MMAR | Custom-made Near Infrared Spectroscope as a Tool for Obtaining Information Regarding the Brain Condition. | Anna Wieczorek, Edward Jacek Gorzelanczyk, Mariusz Pelc, Saravanakumar Duraisamy, Luis A. Leiva, Aleksandra Kawala-Sterniuk |
| 2021 | MMAR | Pilot Study on Using Innovative Counting Peaks Method for Assessment Purposes of the EEG Data Recorded from a Single-Channel Non-Invasive Brain-Computer Interface. | Natalia Browarska, Jaroslaw Zygarlicki, Mariusz Pelc, Michal Niemczynowicz, Malgorzata Z. Zdzienicka, Aleksandra Kawala-Sterniuk |
| 2021 | MMAR | The Use of Counting Peaks Method for the Purpose of Smoothing Filtering Efficiency Assessment in Analysis of Electroencephalography Data. | Aleksandra Kawala-Sterniuk, Natalia Browarska, Jaroslaw Zygarlicki, Marcin Kaminski, Barbara Grochowicz, Mariusz Pelc |
| 2019 | CHIRA | Taxonomized Auditory Distractions with Varying Intensity Levels and Their Effect on a Visual P300 Speller While Utilising Low-Cost off-the-Shelf Equipment. | Patrick Schembri, Mariusz Pelc, Jixin Ma |
| 2019 | CHIRA | The Effect That an Auditory Distraction with Differing Levels of Intensity Have on a Visual P300 Speller While Utilizing Low Fidelity Equipment: Alongside the Development of a Taxonomy. | Patrick Schemrbi, Mariusz Pelc, Jixin Ma |
| 2019 | MMAR | Stress analysis recorded in the EEG signal based on mathematical markers. | Magda Zolubak, Barbara Grochowicz, Mariusz Pelc, Aleksandra Kawala-Sterniuk |
| 2018 | MMAR | Implementation of Non-Integer Order Filtering for the Purpose of Disparities Detection in Beta Frequencies - A Pilot Study. | Aleksandra Kawala-Janik, Magda Zolubak, Waldemar Bauer, Bartosz Nazimek, Tomasz Sobolewski, Radek Martinek, Marcin Sowa, Mariusz Pelc |
| 2018 | MMAR | Artificial Neural Network Capability for Human Being Identification Based on ECG. | Volodymyr Khoma, Mariusz Pelc, Yuriy Khoma |
| 2018 | MMAR | Evaluation of Packet Delay Effect on Control Quality in Networked Control Systems. | Tomasz Stach, Mariusz Pelc, Jacek Korniak |
| 2018 | MMAR | Toward a Framework for Evaluation of Cache-Based Decision Making Process. | Dominika Swierczynska, Tomasz Stach, Mariusz Pelc |
| 2017 | MMAR | Toward cache based decision making embedded control systems. | Dominika Swierczynska, Tomasz Stach, Mariusz Pelc |
| 2017 | MMAR | An expert system for pre-diagnostics screening using neurofeedback signals. | Magda Zolubak, Mariusz Pelc, Aleksandra Kawala-Janik, Rafal Stanislawski |
| 2016 | MMAR | An architecture for a cached policy-based decision making systems. | Mariusz Pelc, Tomasz Stach, Dominika Swierczynska |
| 2014 | MMAR | Innovative approach in analysis of EEG and EMG signals - Comparision of the two novel methods. | Aleksandra Kawala-Janik, Michal Podpora, Jerzy Baranowski, Waldemar Bauer, Mariusz Pelc |
| 2012 | MMAR | Software reconfigurable fuzzy PI-type controller for DC generator with separate excitation. | Mariusz Pelc |
| 2011 | SSS | Brief Announcement: Towards Interoperability Standards and Services for Autonomic Systems. | Richard Anthony, Mariusz Pelc, Haffiz Suahib |
| 2008 | ATC | Embedding Dynamic Behaviour into a Self-configuring Software System. | Paul Ward, Mariusz Pelc, James Hawthorne, Richard John Anthony |