{"id":486,"date":"2024-07-18T12:39:40","date_gmt":"2024-07-18T10:39:40","guid":{"rendered":"https:\/\/wi.pb.edu.pl\/p\/?page_id=486"},"modified":"2024-07-18T12:39:40","modified_gmt":"2024-07-18T10:39:40","slug":"the-list-of-publications","status":"publish","type":"page","link":"https:\/\/wi.pb.edu.pl\/p\/marek-kretowski\/the-list-of-publications\/","title":{"rendered":"The List of Publications"},"content":{"rendered":"<p><span \/><strong>2024<\/strong><\/span><\/p>\n<ul>\n<li><span \/>Reska D.,&nbsp;<strong>Kretowski M.<\/strong>, GPU-accelerated Lung CT Segmentation Based on Level Sets and Texture Analysis,&nbsp;<em>Scientific Reports<\/em>, vol. 14: 1444. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/sr2024.pdf\">SR2024.pdf 3.34 MB&nbsp;<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K., Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Adaptive in-memory representation of decision trees for GPU-accelerated evolutionary induction,&nbsp;<em>Future Generation Computer Systems<\/em>, vol. 153: 419&#8211;430.<\/span><\/li>\n<\/ul>\n<p><span \/><strong>2023<\/strong><\/span><\/p>\n<ul>\n<li><span \/>Czajkowski M., Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Steering the interpretability of decision trees using lasso regression &#8211; an evolutionary perspective,&nbsp;<em>Information Sciences<\/em>, vol. 638: 118944.<\/span><\/li>\n<li><span \/>Jurczuk K., Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, From Random Forest to an interpretable decision tree &#8211; An evolutionary approach,&nbsp;<em>GECCO&#8217;23<\/em>, Lisbon, Portugal. GECCO 2023 Companion, pp. 291-294. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/gecco2023.pdf\">GECCO2023.pdf 999 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M., Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Hierarchical relative expression analysis in multi-omics data classification,&nbsp;<em>ICCS&#8217;23<\/em>, Prague, Czechia.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 14074: 722\u2013729. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/iccs2023.pdf\">ICCS2023.pdf 466 KB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K., Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Compact in-memory representation of decision trees in GPU-accelerated evolutionary induction,&nbsp;<em>PPAM&#8217;22<\/em>, Gdansk, Poland.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 13826: 126-138. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ppam2022.pdf\">PPAM2022.pdf 1.82 MB<\/a>)<\/span><\/li>\n<li><span \/>Godlewski A., Czajkowski M., Mojsak P., Pienkowski T., Gosk W., Lyson T., Mariak Z., Reszec J., Kondraciuk M., Kaminski K.,&nbsp;<strong>Kretowski M.<\/strong>, Moniuszko M., Kretowski A., Ciborowski M., A comparison of different machine-learning techniques for the selection of a panel of metabolites allowing early detection of brain tumors,&nbsp;<em>Scientific Reports<\/em>, vol. 13: 11014.<\/span><\/li>\n<\/ul>\n<p><span \/><strong>2022<\/strong><\/span><\/p>\n<ul>\n<li><span \/>Jurczuk K., Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, GPU-based acceleration of evolutionary induction of model trees,&nbsp;<em>Applied Soft Computing<\/em>, vol. 119: 108503. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/asc2022.pdf\">ASC2022.pdf 1.86 MB&nbsp;<\/a>)<\/span><\/li>\n<li><span \/>Wojciechowska G., Szczerbinski L.,&nbsp;<strong>Kretowski M.<\/strong>, Niemira M., Hady H.R., Kretowski A., Exploring microRNAs as predictive biomarkers for type 2 diabetes mellitus remission after sleeve gastrectomy: A pilot study,&nbsp;<em>Obesity<\/em>, vol. 30:435\u2013-446.<\/span><\/li>\n<\/ul>\n<p><span \/><strong>2021<\/strong><\/span><\/p>\n<ul>\n<li><span \/>Reska D., Czajkowski M., Jurczuk K., Boldak C., Kwedlo W., Bauer W., Koszelew J.,&nbsp;<strong>Kretowski M.<\/strong>, Integration of solutions and services for multi-omics data analysis towards personalized medicine,&nbsp;<em>Biocybernetics and Biomedical Engineering<\/em>, vol. 41: 1646\u20131663. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/bbe2021.pdf\">BBE2021.pdf 2.77 MB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K., Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Multi-GPU approach to global induction of classification trees for large-scale data mining,&nbsp;<em>Applied Intelligence<\/em>, vol. 51: 5683\u20135700. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ai2021.pdf\">AI2021.pdf 2.17 MB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M., Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Accelerated Evolutionary Induction of Heterogeneous Decision Trees for Gene Expression-Based Classification,&nbsp;<em>GECCO&#8217;21<\/em>, Lille, France. GECCO 2021 Proceedings, pp. 946-954. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/gecco2021a.pdf\">GECCO2021a.pdf 1.65 MB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K., Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Understanding evolutionary induction of decision trees: A multi-tree repository approach,&nbsp;<em>GECCO&#8217;21<\/em>, Lille, France. GECCO 2021 Companion, pp. 155-156. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/gecco2021b.pdf\">GECCO2021b.pdf 160 KB<\/a>)<\/span><\/li>\n<li><span \/>Reska D.,&nbsp;<strong>Kretowski M.<\/strong>, GPU-accelerated image segmentation based on level sets and multiple texture features,&nbsp;<em>Multimedia Tools and Applications<\/em>, vol. 80: 5087\u20135109. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/mtap2021.pdf\">MTAP2021.pdf 3.51 MB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K., Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Fitness evaluation reuse for accelerating GPU-based evolutionary induction of decision trees,&nbsp;<em>International Journal of High Performance Computing Applications<\/em>, vol. 35(1): 20\u201332. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ijhpca2021.pdf\">IJHPCA2021.pdf 1409 KB<\/a>)<\/span><\/li>\n<\/ul>\n<p><span \/><strong>2020<\/strong><\/span><\/p>\n<ul>\n<li><span \/>Czajkowski M., Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Generic Relative Relations in Hierarchical Gene Expression Data Classification,&nbsp;<em>PPSN&#8217;20<\/em>, Leiden, Holand.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 12270: 372-384. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ppsn2020.pdf\">PPSN2020.pdf 549 KB<\/a>)<\/span><\/li>\n<li><span \/>Reska D.,&nbsp;<strong>Kretowski M.<\/strong>, Multi-Resolution Texture-Based 3D Level Set Segmentation,&nbsp;<em>IEEE Access<\/em>&nbsp;vol. 8: 143294-305. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/access2020.pdf\">Access2020.pdf 1851 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M., Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Tree Based Advanced Relative Expression Analysis,&nbsp;<em>ICCS&#8217;20<\/em>, Amsterdam, Holand.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 12139: 496-510. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/iccs2020.pdf\">ICCS2020.pdf 750 KB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K., Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Accelerating GPU-based Evolutionary Induction of Decision Trees &#8211; Fitness Evaluation Reuse,&nbsp;<em>PPAM&#8217;19<\/em>, Bialystok, Poland.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 12043: 421-431. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ppam2019b.pdf\">PPAM2019b.pdf 864 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M., Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Relative Expression Classification Tree. A Preliminary GPU-based Implementation,&nbsp;<em>PPAM&#8217;19<\/em>, Bialystok, Poland.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 12043: 359-369. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ppam2019a.pdf\">PPAM2019a.pdf 563 KB<\/a>)<\/span><\/li>\n<\/ul>\n<p><span \/><strong>2009-2019<\/strong><\/span><\/p>\n<ul>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Decision Tree Underfitting in Mining of Gene Expression Data. An Evolutionary Multi-Test Tree Approach,&nbsp;<em>Expert Systems With Applications<\/em>&nbsp;vol. 137: 392-404, 2019. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/eswa2019.pdf\">ESWA2019.pdf 1845 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Relative evolutionary hierarchical analysis for gene expression data classification,&nbsp;<em>GECCO&#8217;19<\/em>, Prague, Czech Republic. GECCO 2019 Proceedings, pp. 1156-1164, 2019. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/gecco2019a.pdf\">GECCO2019a.pdf 818 KB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K., Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Multi-GPU approach for big data mining &#8211; global induction of decision trees,&nbsp;<em>GECCO&#8217;19<\/em>, Prague, Czech Republic. GECCO 2019 Companion, pp. 175-176, 2019. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/gecco2019b.pdf\">GECCO2019b.pdf 647 KB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kretowski M.<\/strong>,&nbsp;<em><a href=\"https:\/\/www.springer.com\/gp\/book\/9783030218508\">Evolutionary Decision Trees in Large-Scale Data Mining<\/a><\/em>, Studies in Big Data, vol. 59, Springer, 2019.<\/span><\/li>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, A Multi-Objective Evolutionary Approach to Pareto Optimal Model Trees,&nbsp;<em>Soft Computing<\/em>&nbsp;vol. 23(5): 1423-1437, 2019. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/sc2019.pdf\">SC2019.pdf 1908 KB<\/a>)<\/span><\/li>\n<\/ul>\n<ul>\n<li><span \/>Jurczuk K., Reska D.,&nbsp;<strong>Kretowski M.<\/strong>, What are the limits of evolutionary induction of decision trees?&nbsp;<em>PPSN&#8217;18<\/em>, Coimbra, Portugal.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 11102: 461-473, 2018. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ppsn2018.pdf\">PPSN2018.pdf 638 KB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K.,<strong>Kretowski M.<\/strong>, Bezy-Wendling J., GPU-based computational modeling of magnetic resonance imaging of vascular structures,<em>&nbsp;Int. Journal of High Performance Computing Applications,<\/em>&nbsp;vol. 32(4): 496\u2013511, 2018. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ijhpca2018.pdf\">IJHPCA2018.pdf 1772 KB<\/a>)<\/span><\/li>\n<li><span \/>Reska D., Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Evolutionary Induction of Classification Trees on Spark,&nbsp;<em>ICAISC&#8217;18<\/em>, Zakopane, Poland.&nbsp;<em>Lecture Notes in Artificial Intelligence<\/em>, vol. 10841: 514-523, 2018. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/icaisc2018.pdf\">ICAISC2018.pdf 446 KB<\/a>)<\/span><\/li>\n<li><span \/>Simoncini C., Jurczuk K., Reska D., Esneault S., Nunes J., Bellanger J., Saint-Jalmes H., Rolland Y., Eliat P., Bezy-Wendling J.,&nbsp;<strong>Kretowski M.<\/strong>, Towards a patient-specific hepatic arterial modeling for microspheres distribution optimisation in SIRT protocol,&nbsp;<em>Medical &amp; Biological Engineering &amp; Computing&nbsp;<\/em>, vol. 56: 515-529, 2018. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/mbec2018.pdf\">MBEC2018.pdf 8639 KB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kretowski M.,&nbsp;<\/strong>Czajkowski M., Evolutionary Algorithms for Global Decision Tree Induction,&nbsp;<em>Encyclopedia of Information Science and Technology, Fourth Edition<\/em>, 2132-2141, 2018.<\/span><\/li>\n<\/ul>\n<ul>\n<li><span \/>Jurczuk K., Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, GPU-accelerated evolutionary induction of regression trees,&nbsp;<em>TPNC &#8217;17<\/em>, Prague, Czech Republic.&nbsp;<em>Lecture Notes in Computer Science,&nbsp;<\/em>vol. 10687: 87-99, 2017. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/tpnc2017.pdf\">TPNC2017.pdf 463 KB<\/a>)<\/span><\/li>\n<li><span \/>Simoncini C., Rolland Y., Morgenthaler V., Jurczuk K., Saint-Jalmes H., Eliat P.-A.,&nbsp;<strong>Kretowski M.<\/strong>, Bezy-Wendling J., Blood Flow Simulation in Patient-Specific Segmented Hepatic Arterial Tree,&nbsp;<em>IRBM &#8211; Innovation and Research in BioMedical Engineering<\/em>, vol. 38(3): 120-126, 2017. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/irbm2017.pdf\">IRBM2017.pdf 1322 KB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K., Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Evolutionary Induction of Decision Tree for Large Scale Data. A GPU-based Approach,&nbsp;<em>Soft Computing<\/em>, vol. 21: 7363-79, 2017. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/sc2017.pdf\">SC2017.pdf 1276 KB<\/a>)<\/span><\/li>\n<li><span \/>Reska D., Boldak C.,&nbsp;<strong>Kretowski M.<\/strong>, Towards multi-stage texture based active contour image segmentation.&nbsp;<em>Signal, Image and Video Processing<\/em>, vol. 11(5): 809-816, 2017. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/sivp2017.pdf\">SIVP2017.pdf 2173 KB<\/a>)<\/span><\/li>\n<\/ul>\n<ul>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, A Multi-Objective Evolutionary Approach to Pareto Optimal Model Trees. A Preliminary Study,&nbsp;<em>TPNC &#8217;16<\/em>, Sendai, Japan.&nbsp;<em>Lecture Notes in Computer Science,&nbsp;<\/em>vol. 10071: 85-96, 2016. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/tpnc2016.pdf\">TPNC2016.pdf 1016 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M., Czajkowska A.,&nbsp;<strong>Kretowski M.<\/strong>, TIGER: an evolutionary search for Top Inter-GEne Relations.&nbsp;<em>International Journal of Data Mining and Bioinformatics<\/em>, vol. 16(2): 170-182, 2016. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ijdmb2016.pdf\">IJDMB2016.pdf 602 KB<\/a>)<\/span><\/li>\n<li><span \/>Duda D.,&nbsp;<strong>Kretowski M.<\/strong>, Azzabou N., de Certaines J., MRI Texture-Based Classification of Dystrophic Muscles. A Search for the Most Discriminative Tissue Descriptors,&nbsp;<em>CISIM 2016<\/em>.&nbsp;<em>Lecture Notes in Computer Science,<\/em>&nbsp;vol. 9842: 116-128, 2016.&nbsp; (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/cisim2016.pdf\">CISIM2016.pdf 330 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M., Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Hybrid Parallelization of Evolutionary Model Tree Induction,&nbsp;<em>ICAISC&#8217;16<\/em>, Zakopane, Poland.&nbsp;<em>Lecture Notes in Artificial Intelligence<\/em>, vol. 9692: 370-379, 2016. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/icaisc2016.pdf\">ICAISC2016.pdf 718 KB<\/a>)<\/span><\/li>\n<li><span \/>Duda D.,&nbsp;<strong>Kretowski M.<\/strong>, Mathieu R., de Crevoisier R., Bezy-Wendling J., Multi-image texture analysis in classiffication of prostatic tissues from MRI.&nbsp;<em>Biocybernetics and Biomedical Engineering<\/em>, vol. 36(4): 537-552, 2016. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/bbe2016.pdf\">BBE2016.pdf 1396 KB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K., Murawski D.,&nbsp;<strong>Kretowski M.<\/strong>, Bezy-Wendling J., GPU Accelerated Simulations of Magnetic Resonance Imaging of Vascular Structures,&nbsp;<em>PPAM&#8217;15<\/em>, Cracow, Poland,&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 9573: 389-398, 2016. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ppam2015.pdf\">PPAM2015.pdf 1110 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, The Role of Decision Tree Representation in Regression Problem &#8211; Evolutionary Perspective,&nbsp;<em>Applied Soft Computing<\/em>, vol. 48: 458-475, 2016. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/asc2016.pdf\">ASC2016.pdf 4285 KB<\/a>)<\/span><\/li>\n<\/ul>\n<ul>\n<li><span \/>Reska D., Boldak C.,&nbsp;<strong>Kretowski M.<\/strong>, Toward texture-based 3D level set image segmentation,&nbsp;<em>IP&amp;C&#8217;15<\/em>, Bydgoszcz, Poland.&nbsp;<em>Image Processing and Communications Challenges 7. Advances in Intelligent Systems and Computing<\/em>, vol. 389: 205-211, 2015. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ipcc2015b.pdf\">IPCC2015b.pdf 306 KB<\/a>)<\/span><\/li>\n<li><span \/>Duda D.,&nbsp;<strong>Kretowski M.<\/strong>, Azzabou N., de Certaines J., MRI texture analysis for differentiation between healthy and Golden Retriever Muscular Dystrophy dogs at different phases of disease evolution,&nbsp;<em>CISIM 2015<\/em>.&nbsp;<em>Lecture Notes in Computer Science,<\/em>&nbsp;vol. 9339: 255-266, 2015. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/cisim2015.pdf\">CISIM2015.pdf 271 KB<\/a><em>)<\/em><\/span><\/li>\n<li><span \/>Czajkowski M., Czerwonka M.,&nbsp;<strong>Kretowski M.<\/strong>, Cost-sensitive Global Model Trees applied to loan charge-off forecating,&nbsp;<em>&nbsp;Decision Support Systems<\/em>, vol. 74: 57-66, 2015. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/dss2015.pdf\">DSS2015.pdf 1071 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M., Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, A Parallel Approach for Evolutionary Induced Decision Trees. MPI+OpenMP Implementation,&nbsp;<em>ICAISC&#8217;15<\/em>, Zakopane, Poland.&nbsp;<em>Lecture Notes in Artificial Intelligence<\/em>, vol. 9119: 340-349, 2015. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/icaisc2015.pdf\">ICAISC2015.pdf 361 KB<\/a>)<\/span><\/li>\n<li><span \/>Reska D., Boldak C.,&nbsp;<strong>Kretowski M.<\/strong>, A texture-based energy for active contour image segmentation,&nbsp;<em>IP&amp;C&#8217;14<\/em>, Bydgoszcz, Poland.&nbsp;<em>Image Processing and Communications Challenges 6. Advances in Intelligent Systems and Computing<\/em>, vol. 313: 187-194, 2015. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ipcc2015a.pdf\">IPCC2015a.pdf 517 KB<\/a>)<\/span><\/li>\n<\/ul>\n<ul>\n<li><span \/>Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Eliat P.-A., Saint-Jalmes H., Bezy-Wendling J., In Silico Modeling of Magnetic Resonance Flow Imaging in Complex Vascular Networks,&nbsp;<em>IEEE Transactions on Medical Imaging<\/em>, vol. 33 (11): 2191-2209, 2014. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ieee_tmi_2014.pdf\">IEEE_TMI_2014.pdf 2387 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>,&nbsp; Evolutionary Induction of Global Model Trees with Specialized Operators and Memetic Extensions,&nbsp;<em>Information Sciences<\/em>, vol. 288: 153-173, 2014. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/is2014.pdf\">IS2014.pdf 1632 KB<\/a>)<\/span><\/li>\n<li><span \/>Reska D., Jurczuk K., Boldak C.,&nbsp;<strong>Kretowski M.<\/strong>, MESA: Complete approach for design and evaluation of segmentation methods using real and simulated tomographic images.&nbsp;<em>Biocybernetics and Biomedical Engineering,<\/em>&nbsp;vol. 34: 146-158, 2014. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/bbe2014.pdf\">BBE2014.pdf 2762 KB<\/a>)<\/span><\/li>\n<li><span \/>Boldak C., Reska D.,&nbsp;<strong>Kretowski M.<\/strong>, New deformable models development using the MESA environment.&nbsp;<em>Journal of Applied Computer Science,<\/em>&nbsp;vol. 22(1): 29-48, 2014. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/jacs2014.pdf\">JACS2014.pdf 650 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M., Grze\u015b M.,&nbsp;<strong>Kretowski M.<\/strong>, Multi-Test Decision Tree with Application in Microarray Data Classification,&nbsp;<em>Artificial Intelligence in Medicine,<\/em>&nbsp;vol. 61(1): 35-44, 2014. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/aim2014.pdf\">AIM2014.pdf 995 KB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kretowski M.,&nbsp;<\/strong>Czajkowski M., Global Induction of Classification and Regression Trees,&nbsp;<em>Encyclopedia of Business Analytics and Optimization<\/em>, 1080-1089, 2014.<\/span><\/li>\n<li><span \/>Duda D.,&nbsp;<strong>Kretowski M.<\/strong>, Mathieu R., de Crevoisier R., Bezy-Wendling J., Multi-image texture analysis in classiffication of prostatic tissues from MRI. Preliminary results,&nbsp;<i>ITB 2014<\/i>, Kamien Slaski, Poland.<i>&nbsp;Information Technologies in Biomedicine 3, Advances in Intelligent and Soft Computing<\/i>, vol. 283: 139-150, 2014. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/itib2014.pdf\">ITIB2014.pdf 754 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Evolutionary Approach for Relative Gene Expression Algorithms,&nbsp;<em>The Scientific World Journal<\/em>, vol. 2014: Article ID 593503, 2014. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/swj2014.pdf\">SWJ2014.pdf 211 KB<\/a>)<\/span><\/li>\n<li><span \/>Reska D., Boldak C.,&nbsp;<strong>Kretowski M.<\/strong>, A distributed approach for development of deformable model-based segmentation methods,&nbsp;<em>IP&amp;C&#8217;13<\/em>, Bydgoszcz, Poland.&nbsp;<em>Image Processing and Communications Challenges 5. Advances in Intelligent Systems and Computing<\/em>, vol. 233: 21-28, 2014. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ipcc2014.pdf\">IPCC2014.pdf 617 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M., Czerwonka M.,&nbsp;<strong>Kretowski M.<\/strong>, Cost-Sensitive Extensions for Global Model Trees. Application in Loan Charge-Off Forecasting,&nbsp;<em>&nbsp;ICSS 2013<\/em>, Wroclaw, Poland<em>. Advances in Systems Science. Advances in Intelligent Systems and Computing,<\/em>&nbsp;vol. 240: 315-324, 2014. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/icss2013.pdf\">ICSS2013.pdf 262 KB<\/a>)<\/span><\/li>\n<\/ul>\n<ul>\n<li><span \/>Duda D.,&nbsp;<strong>Kretowski M<\/strong>., Bezy-Wendling J. A computer-aided diagnosis of liver tumors based on multi-image texture analysis of contrast-enhanced CT. Selection of the most appropriate texture features,&nbsp;<em>Studies in Logic, Grammar and Rhetoric<\/em>, vol. 35(48): 49-70, 2013.&nbsp;(<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/slgr2013.pdf\">SLGR2013.pdf 612 KB<\/a>)<\/span><\/li>\n<li><span \/>Duda D.,&nbsp;<strong>Kretowski M.<\/strong>, Bezy-Wendling J., Effect of Slice Thickness on Texture-Based Classification of Liver Dynamic CT Scans,&nbsp;<em>CISIM&#8217;13,<\/em>&nbsp;Cracow, Poland.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 8104: 84-95, 2013. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/cisim2013.pdf\">CISIM2013.pdf 328 KB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Bellanger J.-J., Eliat P.-A., Saint-Jalmes H., Bezy-Wendling J., Computational modeling of MR flow imaging by the lattice Boltzmann method and Bloch equation,&nbsp;<em>Magnetic Resonance Imaging<\/em>, vol. 31: 1163-1173, 2013. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/mri2013.pdf\">MRI2013.pdf 2034 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, An Evolutionary Algorithm for Global Induction of Regression and Model Trees,&nbsp;<em>International Journal of Data Mining, Modelling and Management,<\/em>&nbsp;vol. 5(3): 261-276, 2013. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ijdmmm2012.pdf\">IJDMMM2012.pdf 297 KB<\/a>)<\/span>&nbsp;<\/li>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Global Induction of Oblique Model Trees: An Evolutionary Approach,&nbsp;<em>ICAISC&#8217;13<\/em>, Zakopane, Poland.&nbsp;<em>Lecture Notes in Artificial Intelligence<\/em>, vol. 7895: 1-11, 2013. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/icaisc2013.pdf\">ICAISC2013.pdf 493 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>, Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis,&nbsp;<em>EuroGP&#8217;13<\/em>, Vienna, Austria.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 7831: 229-240, 2013. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/eurogp2013.pdf\">EuroGP2013.pdf 254 KB<\/a>)<\/span><\/li>\n<\/ul>\n<ul>\n<li><span \/>Reska D., Boldak C.,&nbsp;<strong>Kretowski M.<\/strong>, Fast 3D Segmentation of Hepatic Images Combining Region and Boundary Criteria,&nbsp;<em>Image Processing &amp; Communication<\/em>, vol. 17 (4): 31-38, 2012. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ipc2012.pdf\">IPC12.pdf 2.07 MB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Bezy-Wendling J., Hierarchical Parallel Approach in Vascular Network Modeling &#8211; Hybrid MPI+OpenMP Implementation,&nbsp;&nbsp;<em>PPAM 2011,&nbsp;<\/em>Torun, Poland.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 7203: 376-385, 2012. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ppam2011.pdf\">PPAM2011.pdf 425 KB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Eliat P.-A., Bellanger J.-J., Saint-Jalmes H., Bezy-Wendling J. A New Approach in Combined Modeling of MRI and Blood Flow: A Preliminary Study,&nbsp;<em>IEEE ISBI&#8217;12<\/em>, Barcelona, Spain, pp. 812-815, 2012. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/isbi2012.pdf\">ISBI2012.pdf 571 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>,<strong>&nbsp;<\/strong>Does Memetic Approach Improve Global Induction of Regression and Model Trees?&nbsp;<em>Swarm and Evolutionary Computation, ICAISC&#8217;12<\/em>, Zakopane, Poland.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 7269: 174-181, 2012. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/icaisc2012.pdf\">ICAISC2012.pdf 323 KB<\/a>)<\/span><\/li>\n<\/ul>\n<ul>\n<li><span \/>Reska D.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, HIST &#8211; An application for segmentation of hepatic images,&nbsp;<em>Zeszyty Naukowe Politechniki Bia\u0142ostockiej. Informatyka<\/em>, vol. 7: 71-93, 2011. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/znpbi2011.pdf\">ZNPBI2011.pdf 1.63 MB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M., Grze\u015b M.,&nbsp;<strong>Kretowski M.<\/strong>, Multi-Test Decision Trees for Gene Expression Data Analysis,&nbsp;<em>S&amp;IIS&#8217;11<\/em>, Warsaw, Poland.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 7043: 154-167, 2011. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/siis2011.pdf\">SIIS2011.pdf 270 KB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Bezy-Wendling J., Vascular System Modeling in Parallel Environment &#8211; Distributed and Shared Memory Approaches,&nbsp;<em>IEEE Transactions on Information Technology in Biomedicine,&nbsp;&nbsp;<\/em>vol. 15 (4): 668-672, 2011. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ieee_titb_2011.pdf\">IEEE_TITB_2011.pdf 512 KB<\/a>)&nbsp;<\/span><\/li>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kretowski M.<\/strong>,&nbsp; An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models,&nbsp;<em>ISMIS&#8217;11<\/em>, Warsaw, Poland.&nbsp;<em>Lecture Notes in Artificial Intelligence<\/em>, vol. 6804: 230-239, 2011. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ismis2011.pdf\">ISMIS2011.pdf 252 KB<\/a>)<\/span><\/li>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Top Scoring Pair Decision Tree for Gene Expression Data Analysis, In: Arabnia H., Tran Q. (Eds.)&nbsp;<em>Software Tools and Algorithms for Biological Systems<\/em>,&nbsp;<em>Advances in Experimental Medicine and Biology<\/em>, vol. 696: 27-35, 2011. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/aemb2011.pdf\">AEMB2011.pdf 212 KB<\/a>)<\/span>&nbsp;<\/li>\n<\/ul>\n<ul>\n<li>Czajkowski M.,&nbsp;<strong>Kr\u0119towski M.<\/strong>,&nbsp; Globally Induced Model Trees: An Evolutionary Approach,&nbsp;<em>PPSN XI<\/em>, Cracow, Poland.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 6238: 324-333, 2010. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ppsn2010.pdf\">PPSN2010.pdf 252 KB<\/a>)<\/li>\n<li>Jurczuk K.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Load balancing in parallel implementation of vascular network modeling,&nbsp;<em>Zeszyty Naukowe Politechniki Bia\u0142ostockiej. Informatyka<\/em>, vol. 6: 41-62, 2010.&nbsp;<\/li>\n<li><strong>Kr\u0119towski M.<\/strong>, Czajkowski M., An Evolutionary Algorithm for Global Induction of Regression Trees,&nbsp;<em>ICAISC&#8217;10<\/em>, Zakopane, Poland.&nbsp;<em>Lecture Notes in Artificial Intelligence<\/em>, vol. 6114: 157-164, 2010. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/icaisc2010.pdf\">ICAISC2010.pdf 300 KB<\/a>)&nbsp;<\/li>\n<li>Jurczuk K.,&nbsp;<strong>Kretowski M.<\/strong>, Bezy-Wendling J., Vascular network modeling \u2013 Improved parallel implementation on computing cluster,&nbsp;<em>PPAM&#8217;09<\/em>, Wroclaw, Poland.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 6067: 289-298, 2010.&nbsp; (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ppam2009.pdf\">PPAM2009.pdf&nbsp;414 KB<\/a>)<\/li>\n<li>Mescam M.,&nbsp;<strong>Kretowski M.<\/strong>, Bezy-Wendling J., Multiscale model of liver DCE-MRI towards a better understanding of tumor complexity,&nbsp;<em>IEEE Transactions on Medical Imaging,&nbsp;<\/em>vol. 29 (3): 699-707, 2010. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ieee_tmi_2010.pdf\">IEEE_TMI_2010.pdf 1322 KB<\/a>)<\/li>\n<\/ul>\n<ul>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, An extension of TSP-family algorithms for microarray classification,&nbsp;<em>Zeszyty Naukowe Politechniki Bia\u0142ostockiej. Informatyka<\/em>, vol. 4: 31-45, 2009. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/znpbi2009.pdf\">ZNPBI2009.pdf 527 KB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Virtual magnetic resonance imaging \u2013 parallel implementation in a cluster computing environment,&nbsp;<em>Biocybernetics and Biomedical Engineering<\/em>, vol. 29 (3): 31-46, 2009. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/bbe2009.pdf\">BBE2009.pdf 6.49 MB<\/a>)<\/span><\/li>\n<li><span \/>Mescam M.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Texture-based characterization of arterialization in simulated MRI of hypervasculaized liver tumors,&nbsp;<em>IEEE ISBI&#8217;09<\/em>, Boston, USA, pp. 93-96, 2009.<\/span><\/li>\n<\/ul>\n<p><span \/><strong>2003-2008<\/strong><\/span><\/p>\n<ul>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Grze\u015b M., Global induction of decision trees. (Invited short chapter) In: Wang J. (Ed.)&nbsp;<em>Encyclopedia od Data Warehousing and Mining, Second Edition,<\/em>&nbsp;Information Science Reference, vol. II: 937-942, 2008.<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>,&nbsp;<em><a href=\"https:\/\/www.aragorn.wi.pb.edu.pl\/~mkret\/o_ksiazce.html\">Obliczenia ewolucyjne w eksploracji danych. Globalna indukcja drzew decyzyjnych<\/a><\/em>, Wydawnictwo Politechniki Bia\u0142ostockiej, 2008. (in polish)<\/span><\/li>\n<li><span \/>Bezy-Wendling J.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Physiological Modeling of Tumor-affected Renal Circulation.&nbsp;<em>Computer Methods and Programs in Biomedicine,&nbsp;<\/em>vol. 91(1): 1-12, 2008. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/cmpb2008.pdf\">CMPB2008.pdf&nbsp;5.06 MB<\/a>)<\/span><\/li>\n<li><span \/>Jurczuk K.,&nbsp;<strong>Kr\u0119towski M.,<\/strong>&nbsp;Parallel implementation of vascular network modeling,&nbsp;<em>ICCS&#8217;08<\/em>, Krakow, Poland.&nbsp;<i>Lecture Notes in Computer Science<\/i>, vol. 5101: 679-688, 2008. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/iccs2008.pdf\">ICCS2008.pdf&nbsp;935 KB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Popczy\u0144ski P., Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution,&nbsp;<em>ICAISC&#8217;08<\/em>, Zakopane, Poland.&nbsp;<em>Lecture Notes in Artificial Intelligence<\/em>, vol. 5097: 426-437, 2008. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/icaisc2008.pdf\">ICAISC2008.pdf 508 KB<\/a>).<\/span><\/li>\n<li><span \/>Czajkowski M.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Novel extension of k-TSP algorithm for micro-array classification,&nbsp;<em>IEA-AIE&#8217;08<\/em>, Wroclaw, Poland.&nbsp;<em>Lecture Notes in Artificial Intelligence<\/em>, vol. 5027: 456-465, 2008. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ieaaie2008.pdf\">IEAAIE2008.pdf&nbsp;1.79 MB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, A Memetic Algorithm for Global Induction of Decision Trees.&nbsp;<em>SOFSEM&#8217;08<\/em>, Novy Smokovec, Slovakia.&nbsp;<em>Lecture Notes in Computer Science,<\/em>&nbsp;vol. 4910: 531-540, 2008. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/sofsem2008.pdf\">SOFSEM2008.pdf&nbsp;441 KB<\/a>)<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><span \/>Duda D.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Ekstrakcja cech teksturalnych w klasyfikacji obraz\u00f3w tomograficznych w\u0105troby,&nbsp;<em>Zeszyty Naukowe Politechniki Bia\u0142ostockiej. Informatyka<\/em>, vol. 2: 51-66, 2007. (in polish)<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Grze\u015b M., Evolutionary Induction of Mixed Decision Trees,&nbsp;<em>International Journal of Data Warehousing and Mining<\/em>, vol. 3(4): 68-82, 2007. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ijdwm2007.pdf\">IJDWM2007.pdf&nbsp;751 KB<\/a>)<\/span><\/li>\n<li><span \/>Grze\u015b M.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Decision Tree Approach to Microarray Data Analysis,&nbsp;<em>Biocybernetics and Biomedical Engineering<\/em>, vol. 27(3): 29-42, 2007. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/bbe2007.pdf\">BBE2007.pdf&nbsp;1074 KB<\/a>)<\/span><\/li>\n<li><span \/>Mescam M., Bezy-Wendling J.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Jurczuk K., Eliat P.-A., Olivie D., Coupling texture analysis and physiological modeling for liver dynamic MRI interpretation,&nbsp;<em>IEEE EMBS&#8217;07<\/em>, Lyon, France, pp. 4223-4226, 2007.<\/span><\/li>\n<li><span \/>Bezy-Wendling J.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Mescam M., Jurczuk K., Eliat P.-A., Simulation of Hepatocellular Carcinoma in MRI by Combined Macrovascular and Pharmacokinetic Models,&nbsp;<em>IEEE ISBI&#8217;07<\/em>, Washington, USA, pp. 1272-1275, 2007.<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Grze\u015b M., Evolutionary Induction of Decision Trees for Misclassification Cost Minimization,&nbsp;<em>ICANNGA&#8217;07<\/em>, Warsaw, Poland.&nbsp;<em>Lecture Notes in Computer Science,<\/em>&nbsp;vol. 4431: 1-10, 2007. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/icannga2007.pdf\">ICANNGA2007.pdf&nbsp;403 KB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Coupe P., Simulation of Biphasic CT Findings in Hepatic Cellular Carcinoma by a Two-level Physiological Model,&nbsp;<em>IEEE Transactions on Biomedical Engineering<\/em>, vol. 54 (3): 538-542, 2007.&nbsp;(<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ieee_tbme.pdf\">IEEE_TBME.pdf&nbsp;2.64 MB<\/a>)<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><span \/>Duda D.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Texture Characterization for Hepatic Tumor Recognition in Multiphase CT,&nbsp;<em>Biocybernetics and Biomedical Engineering<\/em>, vol. 26(4): 15-24, 2006. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/bbe2006.pdf\">BBE2006.pdf&nbsp;116 KB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Grze\u015b M., Evolutionary Induction of Cost-Sensitive Decision Trees,&nbsp;<em>ISMIS&#8217;06<\/em>, Bari, Italy.&nbsp;<em>Lecture Notes in Artificial Intelligence,<\/em>&nbsp;vol. 4203: 121-126, 2006. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ismis2006.pdf\">ISMIS2006.pdf&nbsp;142 KB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Grze\u015b M., Mixed Decision Trees: An Evolutionary Approach,<em>&nbsp;DaWaK&#8217;06<\/em>, Cracow, Poland.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 4081: 260-269, 2006. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/dawak2006.pdf\">DaWaK2006.pdf&nbsp;628 KB<\/a>)<\/span><\/li>\n<li><span \/>Bezy-Wendling J., Eliat P.-A., Szekely G., Collewet G., Benoit-Cattin H.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, de Certaines J., Modelling: from living body to MRI. In: Hajek M., Dezortova M., Materka A., R. Lerski (Eds.)&nbsp;<em>Texture Analysis for Magnetic Resonance Imaging<\/em>, Med4publishing, 45-79, 2006.<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Grze\u015b M., Evolutionary Learning of Linear Trees with Embedded Feature Selection,&nbsp;<em>ICAISC&#8217;06<\/em>, Zakopane, Poland.&nbsp;<em>Lecture Notes in Artificial Intelligence<\/em>, vol. 4029: 400-409, 2006. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/icaisc2006.pdf\">ICAISC2006.pdf&nbsp;459 KB<\/a>)<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Modeling for Medical Image Analysis: Framework and Applications. (Invited chapter) In: Leondes C. (Ed.)&nbsp;<em>Medical Imaging Systems Technology<\/em>&nbsp;vol. I<em>: Analysis and Computational Methods<\/em>, World Scientific, 1-32, 2005. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/mist.pdf\">MIST.pdf&nbsp;5.85 MB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Parafianowicz K., Modelowanie rozwoju sieci naczy\u0144 krwiono\u015bnych w narz\u0105dach wewn\u0119trznych,&nbsp;<em>Proc. of XIV National Conference Biocybernetics and Biomedical Engineering<\/em>, 2005. (in polish)<\/span><\/li>\n<li><span \/>Duda D.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J.,<\/span><span style=\"font-size: xx-small\">&nbsp;<\/span><small>Klasyfikacja tekstur w rozpoznawaniu nowotwor\u00f3w w\u0105troby na podstawie serii obraz\u00f3w tomograficznych,<\/small><span \/><em>&nbsp;Proc. of XIV National Conference Biocybernetics and Biomedical Engineering<\/em>, 2005. (in polish)<\/span><small>&nbsp;<\/small><span \/>(<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/kbib2005.pdf\">KBIB2005.pdf 180 KB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Grze\u015b M., Global Learning of Decision Trees by an Evolutionary Algorithm. In:&nbsp;<em>Information Processing and Security Systems<\/em>. Springer, 401-410, 2005. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ipss.pdf\">IPSS.pdf&nbsp;627 KB<\/a>)<\/span><\/li>\n<li><span \/>Duda D.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Texture analysis in medical image classification,&nbsp;<em>Statistics and Clinical Practice<\/em>, Warsaw, Poland. Lecture Notes of ICB Seminars, vol. 70: 83-89, 2005.<\/span><\/li>\n<li><span \/>Grze\u015b M.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Decision tree approach for microarray data analysis,&nbsp;<em>Statistics and Clinical Practice<\/em>, Warsaw, Poland. Lecture Notes of ICB Seminars, vol. 70: 105-111, 2005.<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Grze\u015b M., Global induction of oblique decision trees: An evolutionary approach,&nbsp;<em>Intelligent Information Processing and Web Mining. Proc. of the IIS 2005<\/em>, Gda\u0144sk, Poland. Springer, Advances in Soft Computing, 309-318, 2005. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/iipwm2005.pdf\">IIPWM2005.pdf&nbsp;190 KB<\/a>)<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><span \/>Duda D.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Wykorzystanie SVM w rozpoznawaniu tekstur,&nbsp;<em>Proc. of 11th Workshop Simulation in Research and Development<\/em>. August\u00f3w, Poland, 2004. (in polish).<\/span><\/li>\n<li><span \/>Duda D.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Texture-Based Classification of Hepatic Primary Tumors in Multiphase CT,&nbsp;<em>MICCAI&#8217;04,<\/em>&nbsp;St. Malo, France.&nbsp;<em>Lecture Notes in Computer Science<\/em>, vol. 3217: 1050-1051, 2004. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/miccai2004.pdf\">MICCAI2004.pdf&nbsp;64 KB)<\/a><\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Grze\u015b M., An evolutionary algorithm for global induction of decision trees,&nbsp;<em>ACS-CISIM&#8217;04<\/em>, E\u0142k, Poland, 2004.<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, An evolutionary algorithm for oblique decision tree induction.&nbsp;<em>ICAISC&#8217;04<\/em>, Zakopane, Poland.&nbsp;<em>Lecture Notes in Artificial Intelligence<\/em>, vol. 3070: 432-437, 2004. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/icaisc2004.pdf\">ICAISC2004.pdf&nbsp;276 KB<\/a>)<\/span><\/li>\n<li><span \/>Bezy-Wendling J.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Coupe P., Modeling of Tumor Conspicuity in Hepatic CT Images: Combined Compartment and Vascular Models,&nbsp;<em>Proc. of IEEE International Symposium on Biomedical Imaging ISBI&#8217;04<\/em>, Arlington, USA, 2004.<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Computer modelling of vascular systems.<em>&nbsp;TASK Quarterly<\/em>&nbsp;(<em>Special issue entitled &#8222;Computers in Medical Applications<\/em>&#8222;), vol. 8(2): 223-229, 2004.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Duda D., Classification of hepatic metastasis in enhanced CT images by dipolar decision tree.&nbsp;<em>Proc. of XIX GRETSI Conference<\/em>, Paris, France, 2003. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/gretsi2003.pdf\">GRETSI2003.pdf 159 KB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Komputerowe modelowanie system\u00f3w naczy\u0144 krwiono\u015bnych.&nbsp;<em>Proc. of XIII National Conference Biocybernetics and Biomedical Engineering<\/em>, Gda\u0144sk, Poland, 2003. (in polish)<\/span><\/li>\n<li><span \/><strong>Kretowski M.<\/strong>, Rolland Y., Bezy-Wendling J., Coatrieux J.-L., Physiologically based modeling of 3-D vascular networks and CT scan angiography.&nbsp;<em>IEEE Transactions on Medical Imaging<\/em>, vol. 22(2): 248-257, 2003. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ieee_tmi.pdf\">IEEE_TMI.pdf 1.1 MB<\/a>)<\/span><\/li>\n<li><span \/>Bezy-Wendling J.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Rolland Y., Hepatic Tumor Enhancement in Computed Tomography: Combined Models of Liver Perfusion and Dynamic Imaging.<em>&nbsp;Computers in Biology and Medicine<\/em>, vol. 33(1): 77-89, 2003. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/cbm.pdf\">CBM.pdf 2.98 MB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Duda D., Liver metastasis classification from CT images based on texture analysis.&nbsp;<em>Proc. of Forum JCGBM<\/em>, Nantes, France, 2003.<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Bezy-Wendling J., Vascular texture modeling for image interpretation.&nbsp;<em>Biocybernetics and Biomedical Engineering<\/em>, vol. 23(1): 65-79, 2003.&nbsp;<a href=\"http:\/\/aragorn.pb.bialystok.pl\/~mkret\/bbe.zip\">Download compressed pdf (bbe.zip&nbsp;2188 KB)<\/a><\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Rolland Y., Bezy-Wendling J., Coatrieux J.-L., Fast 3D Modeling of Vascular Trees.&nbsp;<em>Computer Methods and Programs in Biomedicine<\/em>, vol. 70(2): 129-136, 2003. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/cpmb.pdf\">CPMB.pdf 274 KB<\/a>)<\/span><\/li>\n<\/ul>\n<p align=\"center\"><small><strong>1995-2002<\/strong><\/small><\/p>\n<ul>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Bobrowski L., Generowanie wielowymiarowych drzew decyzyjnych na podstawie zbior\u00f3w danych.&nbsp;<em>Zeszyty Naukowe Politechniki Bia\u0142ostockiej &#8211; Informatyka<\/em>,vol. 1: 119-146, 2002. (in polish)&nbsp;<a href=\"http:\/\/aragorn.pb.bialystok.pl\/~mkret\/znpb.zip\">Download compressed pdf (znpb.zip&nbsp;580 KB)<\/a><\/span><\/li>\n<li><span \/>Bezy-Wendling J.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Modeling hepatic enhancement in computer tomography for texture interpretation,&nbsp;<em>Proc. of IEEE International Symposium on Biomedical Imaging ISBI&#8217;02<\/em>, Washingthon, USA, 2002.<\/span><\/li>\n<li><span \/>Kwedlo W.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Learning Decision Rules using a Distributed Evolutionary Algorithm.&nbsp;<em>TASK Quarterly<\/em>, vol<em>..<\/em>&nbsp;6 (3): 483-492, 2002. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/tq2002.pdf\">TQ2002.pdf 461KB<\/a>)<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Duda D., Dipolowe drzewa decyzyjne w klasyfikacji obraz\u00f3w na podstawie cech teksturalnych.&nbsp;<em>Proc. of 9th Workshop Simulation in Research and Development<\/em>. Koszalin-Osieki, Poland, 2002. (in polish)<\/span><\/li>\n<li><span \/>Kwedlo W.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning.<i>&nbsp;European Conference on Machine Learning, ECML&#8217;01.<\/i>&nbsp;Freiburg, Germany. Springer LNCS 2167, 2001. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ecml2001.pdf\">ECML2001.pdf&nbsp;165 KB<\/a>)<\/span><\/li>\n<li><span \/>Kwedlo W.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Learning Decision Rules using a Distributed Evolutionary Algorithm.&nbsp;<em>Proc. of 8th Workshop Simulation in Research and Development<\/em>. Gda\u0144sk, Poland, 2001.<\/span><\/li>\n<li><span \/>Bezy-Wendling J.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Rolland Y., Le Bidon W., Toward a Better Understanding of Texture in Vascular CT Scan Simulated Images.<i>&nbsp;IEEE Transactions on Biomedical Engineering,&nbsp;<\/i>vol. 48 (1): 120-124, 2001. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ieee_tbme_2001.pdf\">IEEE_TBME_2001.pdf 125 KB<\/a>)&nbsp;<\/span>&nbsp;<\/li>\n<li><span \/>Bobrowski L.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Induction of Multivariate Decision Trees by using Dipolar Criteria.<i>&nbsp;Principles of Data Mining and Knowledge Discovery, PKDD&#8217;00.<\/i>&nbsp;Lyon, France. Springer LNCS 1910, 2000. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/pkdd2000.pdf\">PKDD2000.pdf&nbsp;121 KB<\/a>)<\/span><\/li>\n<li><span \/>Kwedlo W.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Cost-sensitive inducton of decision rules.<em>&nbsp;<\/em><i>Proc. of the 9th Workshop Intelligent Information Systems.<\/i>Bystra, Poland, 2000.<\/span><\/li>\n<li><span \/>Kwedlo W.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, An Evolutionary Algorithm Using Multivariate Discretization for Decision Rule Induction.<i>&nbsp;Principles of Data Mining and Knowledge Discovery, PKDD&#8217;99.<\/i>&nbsp;Prague, Czech Republic. Springer LNCS 1704, 1999.&nbsp;<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/pkdd1999.pdf\">(PKDD1999.pdf&nbsp; 146 KB)<\/a><\/span><\/li>\n<li><span \/>Kwedlo W.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, An evolutionary algorithm integrating discretization of continuous-valued attributes with learning decision rules.<em>&nbsp;<\/em><i>Proc. of the 8th Workshop Intelligent Information Systems.<\/i>Ustron, Poland, 1999.<\/span><\/li>\n<li><span \/>Bobrowski L., Kr\u0119towska M.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Generowanie sieci neuropodobnych oraz drzew decyzyjnych w oparciu o kryterium dipolowe.&nbsp;<em>Proc. of 5th Workshop Simulation in Research and Development<\/em>. Jelenia G\u00f3ra, Poland, 1998. (in polish)<\/span><\/li>\n<li><span \/>Kwedlo W.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Discovery of decision rules from databases: an evolutionary approach.&nbsp;<i>Principles of Data Mining and Knowledge Discovery, PKDD&#8217;98.<\/i>&nbsp;Nantes, France. Springer LNCS 1510, 1998. (<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/pkdd1998.pdf\">PKDD1998.pdf&nbsp; 445 KB<\/a><\/span>)<\/li>\n<li><span \/>Kwedlo W.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Learning decision rules using an evolutionary algorithm and entropy-based discretization.&nbsp;<i>Proc. of the 7th Workshop Intelligent Information Systems.<\/i>&nbsp;Malbork, Poland, 1998.<\/span><\/li>\n<li><span \/>Bobrowski L., Kr\u0119towska M.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Design of neural classifying networks by using dipolar criterions,&nbsp;<i>Proc. of the 3rd Conf. Neural Networks and Their Applications<\/i>, Kule, Poland, 1997.<\/span><\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Stepaniuk J., Selection of Objects and Attributes. A Tolerance Rough Set Approach.&nbsp;<i>Proc. of the Poster Session IX Int. Symposium on Methodologies for Intelligent Systems, ISMIS\u201996&nbsp;<\/i>, Zakopane, Poland, 1996.&nbsp;<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/ismis96.pdf\">(ISMIS96pdf&nbsp; 470 KB)<\/a>&nbsp;<\/span>&nbsp;<\/li>\n<li><span \/><strong>Kr\u0119towski M.<\/strong>, Polkowski L., Skowron A., Stepaniuk J., Data Reduction Based on Rough Set Theory,&nbsp;<em>Proc. of the Int. Workshop on Statistics, Machine Learning and Knowledge Discovery in Databases<\/em>, Crete, Greece, 1995.<\/span><\/li>\n<li><span \/>Seredy\u0144ski F., Kwedlo W.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, An epsilon automata based multi-agent system for the dynamic mapping problem.&nbsp;<i>Proc. of the First Int. Workshop on Decentralised Intelligent and Multi-Agent Systems DIMAS-95<\/i>. Cracow, Poland, 1995.<\/span><\/li>\n<li><span \/>Stepaniuk J.,&nbsp;<strong>Kr\u0119towski M.<\/strong>, Decision System Based on Tolerance Rough Sets,&nbsp;<i>Proc. of the 4th Workshop Intelligent Information Systems<\/i>, August\u00f3w, Poland, 1995.&nbsp;<a href=\"https:\/\/wi.pb.edu.pl\/p\/wp-content\/uploads\/sites\/3\/2024\/07\/iis95.pdf\">(IIS95.pdf&nbsp; 655 KB)<\/a>&nbsp;<\/span>&nbsp;<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>2024 Reska D.,&nbsp;Kretowski M., GPU-accelerated Lung CT Segmentation Based on Level Sets and Texture Analysis,&nbsp;Scientific<a class=\"read-more\" href=\"https:\/\/wi.pb.edu.pl\/p\/marek-kretowski\/the-list-of-publications\/\" title=\"Poka\u017c artyku\u0142 The List of Publications\">wi\u0119cej<\/a><\/p>\n","protected":false},"author":14,"featured_media":0,"parent":468,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"ngg_post_thumbnail":0,"footnotes":""},"class_list":["post-486","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The List of Publications - Strony pracownik\u00f3w Wydzia\u0142u Informatyki Politechniki Bia\u0142ostockiej<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/wi.pb.edu.pl\/p\/marek-kretowski\/the-list-of-publications\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The List of Publications - Strony pracownik\u00f3w Wydzia\u0142u Informatyki Politechniki Bia\u0142ostockiej\" \/>\n<meta property=\"og:description\" content=\"2024 Reska D.,&nbsp;Kretowski M., GPU-accelerated Lung CT Segmentation Based on Level Sets and Texture Analysis,&nbsp;Scientificwi\u0119cej\" \/>\n<meta property=\"og:url\" content=\"https:\/\/wi.pb.edu.pl\/p\/marek-kretowski\/the-list-of-publications\/\" \/>\n<meta property=\"og:site_name\" content=\"Strony pracownik\u00f3w Wydzia\u0142u Informatyki Politechniki Bia\u0142ostockiej\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data1\" content=\"24 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/wi.pb.edu.pl\/p\/marek-kretowski\/the-list-of-publications\/\",\"url\":\"https:\/\/wi.pb.edu.pl\/p\/marek-kretowski\/the-list-of-publications\/\",\"name\":\"The List of Publications - Strony pracownik\u00f3w Wydzia\u0142u Informatyki Politechniki Bia\u0142ostockiej\",\"isPartOf\":{\"@id\":\"https:\/\/wi.pb.edu.pl\/p\/#website\"},\"datePublished\":\"2024-07-18T10:39:40+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/wi.pb.edu.pl\/p\/marek-kretowski\/the-list-of-publications\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/wi.pb.edu.pl\/p\/marek-kretowski\/the-list-of-publications\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/wi.pb.edu.pl\/p\/marek-kretowski\/the-list-of-publications\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Strona g\u0142\u00f3wna\",\"item\":\"https:\/\/wi.pb.edu.pl\/p\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"prof. dr hab. in\u017c. 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