Novel Extension of k-TSP Algorithm for Microarray Classification. - Marcin Czajkowski; Marek Kretowski (IEA/AIE, 2008)

An Evolutionary Algorithm for Global Induction of Regression Trees. - Marek Kretowski; Marcin Czajkowski (ICAISC (2), 2010)

Globally Induced Model Trees: An Evolutionary Approach. - Marcin Czajkowski; Marek Kretowski (PPSN (1), 2010)

Multi-Test Decision Trees for Gene Expression Data Analysis. - Marcin Czajkowski; Marek Grzes; Marek Kretowski (SIIS, 2011)

An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models. - Marcin Czajkowski; Marek Kretowski (ISMIS, 2011)

Does Memetic Approach Improve Global Induction of Regression and Model Trees? - Marcin Czajkowski; Marek Kretowski (ICAISC (SIDE-EC), 2012)

Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis. - Marcin Czajkowski; Marek Kretowski (EuroGP, 2013)

Global Induction of Oblique Model Trees: An Evolutionary Approach. - Marcin Czajkowski; Marek Kretowski (ICAISC (2), 2013)

Cost-Sensitive Extensions for Global Model Trees: Application in Loan Charge-Off Forecasting. - Marcin Czajkowski; Monika Czerwonka; Marek Kretowski (ICSS, 2013)

An evolutionary algorithm for global induction of regression and model trees. - Marcin Czajkowski; Marek Kretowski (Int. J. Data Min. Model. Manag., 2013)

Multi-test decision tree and its application to microarray data classification. - Marcin Czajkowski; Marek Grzes; Marek Kretowski (Artif. Intell. Medicine, 2014)

Evolutionary induction of global model trees with specialized operators and memetic extensions. - Marcin Czajkowski; Marek Kretowski (Inf. Sci., 2014)

A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation. - Marcin Czajkowski; Krzysztof Jurczuk; Marek Kretowski (ICAISC (1), 2015)

Cost-sensitive Global Model Trees applied to loan charge-off forecasting. - Marcin Czajkowski; Monika Czerwonka; Marek Kretowski (Decis. Support Syst., 2015)

Hybrid Parallelization of Evolutionary Model Tree Induction. - Marcin Czajkowski; Krzysztof Jurczuk; Marek Kretowski (ICAISC (1), 2016)

A Multi-objective Evolutionary Approach to Pareto Optimal Model Trees. A Preliminary Study. - Marcin Czajkowski; Marek Kretowski (TPNC, 2016)

The role of decision tree representation in regression problems - An evolutionary perspective. - Marcin Czajkowski; Marek Kretowski (Appl. Soft Comput., 2016)

TIGER: an evolutionary search for Top Inter-GEne Relations. - Marcin Czajkowski; Anna Czajkowska; Marek Kretowski (Int. J. Data Min. Bioinform., 2016)

GPU-Accelerated Evolutionary Induction of Regression Trees. - Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski (TPNC, 2017)

Evolutionary induction of a decision tree for large-scale data: a GPU-based approach. - Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski (Soft Comput., 2017)

Relative evolutionary hierarchical analysis for gene expression data classification. - Marcin Czajkowski; Marek Kretowski (GECCO, 2019)

Multi-GPU approach for big data mining: global induction of decision trees. - Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski (GECCO (Companion), 2019)

Relative Expression Classification Tree. A Preliminary GPU-Based Implementation. - Marcin Czajkowski; Krzysztof Jurczuk; Marek Kretowski (PPAM (1), 2019)

Accelerating GPU-based Evolutionary Induction of Decision Trees - Fitness Evaluation Reuse. - Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski (PPAM (1), 2019)

Decision tree underfitting in mining of gene expression data. An evolutionary multi-test tree approach. - Marcin Czajkowski; Marek Kretowski (Expert Syst. Appl., 2019)

A multi-objective evolutionary approach to Pareto-optimal model trees. - Marcin Czajkowski; Marek Kretowski (Soft Comput., 2019)

Tree Based Advanced Relative Expression Analysis. - Marcin Czajkowski; Krzysztof Jurczuk; Marek Kretowski (ICCS (3), 2020)

Generic Relative Relations in Hierarchical Gene Expression Data Classification. - Marcin Czajkowski; Krzysztof Jurczuk; Marek Kretowski (PPSN (2), 2020)

Accelerated evolutionary induction of heterogeneous decision trees for gene expression-based classification. - Marcin Czajkowski; Krzysztof Jurczuk; Marek Kretowski (GECCO, 2021)

Understanding evolutionary induction of decision trees: a multi-tree repository approach. - Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski (GECCO Companion, 2021)

Multi-GPU approach to global induction of classification trees for large-scale data mining. - Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski (Appl. Intell., 2021)

Fitness evaluation reuse for accelerating GPU-based evolutionary induction of decision trees. - Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski (Int. J. High Perform. Comput. Appl., 2021)

Compact In-Memory Representation of Decision Trees in GPU-Accelerated Evolutionary Induction. - Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski (PPAM (1), 2022)

GPU-based acceleration of evolutionary induction of model trees. - Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski (Appl. Soft Comput., 2022)

From Random Forest to an interpretable decision tree - An evolutionary approach. - Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski (GECCO Companion, 2023)

Hierarchical Relative Expression Analysis in Multi-omics Data Classification. - Marcin Czajkowski; Krzysztof Jurczuk; Marek Kretowski (ICCS (2), 2023)

Steering the interpretability of decision trees using lasso regression - an evolutionary perspective. - Marcin Czajkowski; Krzysztof Jurczuk; Marek Kretowski (Inf. Sci., 2023)

Relative Relation in KNN Classification for Gene Expression Data. A Preliminary Study. - Izabela Justyna Kartowicz-Stolarska; Marcin Czajkowski (ISD, 2024)

Improved GPU Memory Management in Evolutionary Decision Tree Induction for Large-Scale Data. - Krzysztof Jurczuk; Daniel Reska; Marcin Czajkowski; Marek Kretowski (PPAM (1), 2024)

Adaptive in-memory representation of decision trees for GPU-accelerated evolutionary induction. - Krzysztof Jurczuk; Marcin Czajkowski; Marek Kretowski (Future Gener. Comput. Syst., 2024)

Enhancing transparency of omics data analysis with the Evolutionary Multi-Test Tree and Relative Expression. - Marcin Czajkowski; Krzysztof Jurczuk; Marek Kretowski (Expert Syst. Appl., 2025)

Enhancing multi-omics data classification with relative expression analysis and decision trees. - Marcin Czajkowski; Krzysztof Jurczuk; Marek Kretowski (J. Comput. Sci., 2025)