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Marek Kretowski

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

34

Venues

10

Active years

2004–2024

Best venue rank

National

Where they publish

Papers

34 indexed papers, newest first.

YearVenueTitleAuthors
2024ICCSGlobal Induction of Oblique Survival Trees.Malgorzata Kretowska, Marek Kretowski
2024PPAMImproved GPU Memory Management in Evolutionary Decision Tree Induction for Large-Scale Data.Krzysztof Jurczuk, Daniel Reska, Marcin Czajkowski, Marek Kretowski
2023GECCOFrom Random Forest to an interpretable decision tree - An evolutionary approach.Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2023ICCSHierarchical Relative Expression Analysis in Multi-omics Data Classification.Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2022PPAMCompact In-Memory Representation of Decision Trees in GPU-Accelerated Evolutionary Induction.Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2021GECCOAccelerated evolutionary induction of heterogeneous decision trees for gene expression-based classification.Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2021GECCOUnderstanding evolutionary induction of decision trees: a multi-tree repository approach.Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2020ICCSTree Based Advanced Relative Expression Analysis.Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2020PPSNGeneric Relative Relations in Hierarchical Gene Expression Data Classification.Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2019GECCORelative evolutionary hierarchical analysis for gene expression data classification.Marcin Czajkowski, Marek Kretowski
2019GECCOMulti-GPU approach for big data mining: global induction of decision trees.Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2019PPAMRelative Expression Classification Tree. A Preliminary GPU-Based Implementation.Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2019PPAMAccelerating GPU-based Evolutionary Induction of Decision Trees - Fitness Evaluation Reuse.Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
2018ICAISCEvolutionary Induction of Classification Trees on Spark.Daniel Reska, Krzysztof Jurczuk, Marek Kretowski
2018PPSNWhat Are the Limits of Evolutionary Induction of Decision Trees?Krzysztof Jurczuk, Daniel Reska, Marek Kretowski
2016ICAISCHybrid Parallelization of Evolutionary Model Tree Induction.Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2015ICAISCA Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation.Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski
2015PPAMGPU Accelerated Simulations of Magnetic Resonance Imaging of Vascular Structures.Krzysztof Jurczuk, Dariusz Murawski, Marek Kretowski, Johanne Bzy-Wendling
2013EUROGPGlobal Top-Scoring Pair Decision Tree for Gene Expression Data Analysis.Marcin Czajkowski, Marek Kretowski
2013ICAISCGlobal Induction of Oblique Model Trees: An Evolutionary Approach.Marcin Czajkowski, Marek Kretowski
2012ICAISCDoes Memetic Approach Improve Global Induction of Regression and Model Trees?Marcin Czajkowski, Marek Kretowski
2011ISMISAn Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models.Marcin Czajkowski, Marek Kretowski
2011PPAMHierarchical Parallel Approach in Vascular Network Modeling - Hybrid MPI+OpenMP Implementation.Krzysztof Jurczuk, Marek Kretowski, Johanne Bzy-Wendling
2010ICAISCAn Evolutionary Algorithm for Global Induction of Regression Trees.Marek Kretowski, Marcin Czajkowski
2010PPSNGlobally Induced Model Trees: An Evolutionary Approach.Marcin Czajkowski, Marek Kretowski
2009PPAMVascular Network Modeling - Improved Parallel Implementation on Computing Cluster.Krzysztof Jurczuk, Marek Kretowski, Johanne Bzy-Wendling
2008ICAISCGlobal Induction of Decision Trees: From Parallel Implementation to Distributed Evolution.Marek Kretowski, Piotr Popczynski
2008ICCSParallel Implementation of Vascular Network Modeling.Krzysztof Jurczuk, Marek Kretowski
2008SOFSEMA Memetic Algorithm for Global Induction of Decision Trees.Marek Kretowski
2006DaWaKMixed Decision Trees: An Evolutionary Approach.Marek Kretowski, Marek Grzes
2006ICAISCEvolutionary Learning of Linear Trees with Embedded Feature Selection.Marek Kretowski, Marek Grzes
2006ISMISEvolutionary Induction of Cost-Sensitive Decision Trees.Marek Kretowski, Marek Grzes
2004ICAISCAn Evolutionary Algorithm for Oblique Decision Tree Induction.Marek Kretowski
2004MICCAITexture-Based Classification of Hepatic Primary Tumors in Multiphase CT.Dorota Duda, Marek Kretowski, Johanne Bzy-Wendling