| 2022 | FedCSIS | Demand forecasting in the fashion business - an example of customized nearest neighbour and linear mixed model approaches. | Joanna Henzel, Lukasz Wawrowski, Anna Kubina, Marek Sikora, Lukasz Wrbel |
| 2022 | FedCSIS | Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations. | Cezary Maszczyk, Michal Kozielski, Marek Sikora |
| 2021 | FedCSIS | Impact of time series clustering on fuel sales prediction results. | Joanna Henzel, Jakub Bularz, Marek Sikora |
| 2021 | ICPRAM | Outlier Detection in Network Traffic Monitoring. | Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas |
| 2021 | ISI | Analysis and detection of application-independent slow Denial of Service cyber attacks. | Marek Sikora, Radek Fujdiak, Jiri Misurec |
| 2021 | KES | Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability. | Lukasz Wawrowski, Marcin Michalak, Andrzej Bialas, Rafal Kurianowicz, Marek Sikora, Mariusz Uchronski, Adrian Kajzer |
| 2020 | FedCSIS | Gradient Boosting Application in Forecasting of Performance Indicators Values for Measuring the Efficiency of Promotions in FMCG Retail. | Joanna Henzel, Marek Sikora |
| 2020 | ICAISC | Gradient Boosting and Deep Learning Models Approach to Forecasting Promotions Efficiency in FMCG Retail. | Joanna Henzel, Marek Sikora |
| 2020 | VTC | Resource Management in LADNs Supporting 5G V2X Communications. | Ren-Hung Hwang, Faysal Marzuk, Marek Sikora, Piotr Cholda, Ying-Dar Lin |
| 2016 | FedCSIS | Predicting Dangerous Seismic Events: AAIA'16 Data Mining Challenge. | Andrzej Janusz, Dominik Slezak, Marek Sikora, Lukasz Wrbel |
| 2016 | FedCSIS | Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction. | Marcin Michalak, Katarzyna Dusza, Dominik Korda, Krzysztof Kozlowski, Bartlomiej Szwej, Michal Kozielski, Marek Sikora, Lukasz Wrbel |
| 2016 | ICAISC | Data Intensive vs Sliding Window Outlier Detection in the Stream Data - An Experimental Approach. | Mateusz Kalisch, Marcin Michalak, Marek Sikora, Lukasz Wrbel, Piotr Przystalka |
| 2015 | FedCSIS | DISESOR - decision support system for mining industry. | Michal Kozielski, Marek Sikora, Lukasz Wrbel |
| 2015 | FedCSIS | Rule quality measures settings in a sequential covering rule induction algorithm - an empirical approach. | Marcin Michalak, Marek Sikora, Lukasz Wrbel |
| 2012 | AIMSA | Identification of the Compound Subjective Rule Interestingness Measure for Rule-Based Functional Description of Genes. | Aleksandra Gruca, Marek Sikora |
| 2012 | AIMSA | Rule Quality Measure-Based Induction of Unordered Sets of Regression Rules. | Marek Sikora, Adam Skowron, Lukasz Wrbel |
| 2012 | ICAISC | ORG - Oblique Rules Generator. | Marcin Michalak, Marek Sikora, Patryk Ziarnik |
| 2010 | IC3K | An Algorithm for Decision Rules Aggregation. | Adam Gudys, Marek Sikora |