| 2025 | ICCCI | Learning Action Strategies in the Wumpus World with DQN. | Karol Draszawka, Julian Szymanski, David Gil, Mara Teresa Signes Pont, Higinio Mora |
| 2024 | CEC | Neural network agents trained by declarative programming tutors. | Julian Szymanski, Jan Dobrosolski, Higinio Mora, Karol Draszawka |
| 2020 | ADBIS | Automated Classifier Development Process for Recognizing Book Pages from Video Frames. | Adam Brzeski, Jan Cychnerski, Karol Draszawka, Krystyna Dziubich, Tomasz Dziubich, Waldemar Korlub, Pawel Rosciszewski |
| 2018 | HSI | Evaluating Asymmetric N-Grams as Spell-Checking Mechanism. | Tomasz Boinski, Artur Zimnicki, Julian Kujawski, Karol Draszawka |
| 2017 | ICCCI | Analysis of Denoising Autoencoder Properties Through Misspelling Correction Task. | Karol Draszawka, Julian Szymanski |
| 2016 | FedCSIS | Towards increasing F-measure of approximate string matching in O(1) complexity. | Adrian Boguszewski, Julian Szymanski, Karol Draszawka |
| 2015 | ICAISC | Improving Effectiveness of SVM Classifier for Large Scale Data. | Jerzy Balicki, Julian Szymanski, Marcin Kepa, Karol Draszawka, Waldemar Korlub |
| 2013 | HSI | Thresholding strategies for large scale multi-label text classifier. | Karol Draszawka, Julian Szymanski |
| 2011 | ISMIS | External Validation Measures for Nested Clustering of Text Documents. | Karol Draszawka, Julian Szymanski |