| 2021 | ICCS | Soft Confusion Matrix Classifier for Stream Classification. | Pawel Trajdos, Marek Kurzynski |
| 2020 | ICCS | A Correction Method of a Base Classifier Applied to Imbalanced Data Classification. | Pawel Trajdos, Marek Kurzynski |
| 2017 | DIS | On a New Competence Measure Applied to the Dynamic Selection of Classifiers Ensemble. | Marek Kurzynski, Pawel Trajdos |
| 2017 | EPIA | Multiclassifier System Using Class and Interclass Competence of Base Classifiers Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand. | Marek Kurzynski, Pawel Trajdos, Andrzej Wolczowski |
| 2015 | IJCCI | Dynamic Feature Selection with Wrapper Model and Ensemble Approach based on Measures of Local Relevances and Group Diversity using Genetic Algorithm. | Marek Kurzynski, Pawel Trajdos, Maciej Krysmann |
| 2015 | IDEAL | An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix. | Pawel Trajdos, Marek Kurzynski |
| 2015 | TrustCom | Multi-label Stream Classification Using Extended Binary Relevance Model. | Pawel Trajdos, Marek Kurzynski |
| 2014 | ICINCO | The Impact of the Diversity on Multiple Classifier System Performance - Identifying Changes in the Amount of Fuel in the Fleet Management System. | Rafal Lysiak, Marek Kurzynski |
| 2014 | ICTAI | Two-Stage Multiclassifier System with Correction of Competence of Base Classifiers Applied to the Control of Bioprosthetic Hand. | Marek Kurzynski, Maciej Krysmann, Pawel Trajdos, Andrzej Wolczowski |
| 2014 | ISNN | Multiclassifier System with Fuzzy Inference Method Applied to the Recognition of Biosignals in the Control of Bioprosthetic Hand. | Marek Kurzynski, Andrzej Wolczowski |
| 2011 | HAIS | Probabilistic Approach to the Dynamic Ensemble Selection Using Measures of Competence and Diversity of Base Classifiers. | Rafal Lysiak, Marek Kurzynski, Tomasz Woloszynski |
| 2010 | ICPR | A Measure of Competence Based on Randomized Reference Classifier for Dynamic Ensemble Selection. | Tomasz Woloszynski, Marek Kurzynski |
| 2009 | ICIAP | On a New Measure of Classifier Competence Applied to the Design of Multiclassifier Systems. | Tomasz Woloszynski, Marek Kurzynski |
| 2008 | ICAISC | The GA-Based Bayes-Optimal Feature Extraction Procedure Applied to the Supervised Pattern Recognition. | Marek Kurzynski, Aleksander Rewak |
| 2006 | ICAISC | Sequential Classification Via Fuzzy Relations. | Marek Kurzynski, Andrzej Zolnierek |
| 2006 | ICANN | The Bayes-Optimal Feature Extraction Procedure for Pattern Recognition Using Genetic Algorithm. | Marek Kurzynski, Edward Puchala, Aleksander Rewak |
| 2006 | ICCSA | The Optimal Feature Extraction Procedure for Statistical Pattern Recognition. | Marek Kurzynski, Edward Puchala |
| 2005 | CAIP | Combining Character Level Classifier and Probabilistic Lexicons in Handwritten Word Recognition - Comparative Analysis of Methods. | Marek Kurzynski, Jerzy Sas |
| 2004 | CIS | Consistency Conditions of the Expert Rule Set in the Probabilistic Pattern Recognition. | Marek Kurzynski |
| 2004 | ICAISC | Multistage Diagnosis of Myocardial Infraction Using a Fuzzy Relation. | Marek Kurzynski |
| 1995 | AIME | Diagnosis of Human Acid-Base Balance States via Combined Pattern Recognition of Markov Chains. | Marek Kurzynski, Michal Wozniak, Alexandra Blinowska |
| 1994 | ICPR | A branch-and-bound algorithm for optimization of multiperspective classifier. | Marek Kurzynski, Edward Puchala, Alexandra Blinowska |
| 1992 | ICPR | Algorithms of the multiperspective pattern recognition. | Marek Kurzynski, Edward Puchala |