| 2026 | ICCS | Stability-Aware Relational kNN for Gene Expression Using Within-Sample Orderings. | Izabela Justyna Kartowicz-Stolarska, Marcin Czajkowski |
| 2024 | PPAM | Improved GPU Memory Management in Evolutionary Decision Tree Induction for Large-Scale Data. | Krzysztof Jurczuk, Daniel Reska, Marcin Czajkowski, Marek Kretowski |
| 2023 | GECCO | From Random Forest to an interpretable decision tree - An evolutionary approach. | Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski |
| 2023 | ICCS | Hierarchical Relative Expression Analysis in Multi-omics Data Classification. | Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski |
| 2022 | PPAM | Compact In-Memory Representation of Decision Trees in GPU-Accelerated Evolutionary Induction. | Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski |
| 2021 | GECCO | Accelerated evolutionary induction of heterogeneous decision trees for gene expression-based classification. | Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski |
| 2021 | GECCO | Understanding evolutionary induction of decision trees: a multi-tree repository approach. | Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski |
| 2020 | ICCS | Tree Based Advanced Relative Expression Analysis. | Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski |
| 2020 | PPSN | Generic Relative Relations in Hierarchical Gene Expression Data Classification. | Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski |
| 2019 | GECCO | Relative evolutionary hierarchical analysis for gene expression data classification. | Marcin Czajkowski, Marek Kretowski |
| 2019 | GECCO | Multi-GPU approach for big data mining: global induction of decision trees. | Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski |
| 2019 | PPAM | Relative Expression Classification Tree. A Preliminary GPU-Based Implementation. | Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski |
| 2019 | PPAM | Accelerating GPU-based Evolutionary Induction of Decision Trees - Fitness Evaluation Reuse. | Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski |
| 2016 | ICAISC | Hybrid Parallelization of Evolutionary Model Tree Induction. | Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski |
| 2015 | ICAISC | A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation. | Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski |
| 2013 | EUROGP | Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis. | Marcin Czajkowski, Marek Kretowski |
| 2013 | ICAISC | Global Induction of Oblique Model Trees: An Evolutionary Approach. | Marcin Czajkowski, Marek Kretowski |
| 2012 | ICAISC | Does Memetic Approach Improve Global Induction of Regression and Model Trees? | Marcin Czajkowski, Marek Kretowski |
| 2011 | ISMIS | An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models. | Marcin Czajkowski, Marek Kretowski |
| 2010 | ICAISC | An Evolutionary Algorithm for Global Induction of Regression Trees. | Marek Kretowski, Marcin Czajkowski |
| 2010 | PPSN | Globally Induced Model Trees: An Evolutionary Approach. | Marcin Czajkowski, Marek Kretowski |