Wydział Matematyki, Informatyki i Mechaniki Uniwersytetu Warszawskiego
Publications
Marcin Szczuka
2018
- Łukasz Sosnowski and Marcin Szczuka, Defuzzyfication in Interpretation of Comparator Networks, in: Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations. 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part II, Springer Nature, Cham 2018, p. 467–479.see in PBN
2017
- Przemysław Przybyszewski, Szymon Dziewiątkowski, Sebastian Jaszczur, Mateusz Śmiech and Marcin Szczuka, Use of Domain Knowledge and Feature Engineering in Helping AI to Play Hearthstone, in: Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, FedCSIS 2017, Prague, Czech Republic, September 3-6, 2017., IEEE, 2017, p. 143–148.see in PBN
- Marek Grzegorowski, Andrzej Piotr Janusz, Dominik Ślęzak and Marcin Szczuka, On the role of feature space granulation in feature selection processes, in: 2017 IEEE International Conference on Big Data (Big Data), 2017, p. 1806–1815.see in PBN
2016
- Marcin Szczuka, Andrzej Jankowski, Andrzej Skowron and Dominik Ślęzak, Granular Systems, in: Wiley Encyclopedia of Electrical and Electronics Engineering, John Wiley & Sons, Inc., New York 2016, p. 1–9.see in PBN
- Łukasz Sosnowski and Marcin Szczuka, Recognition of Compound Objects Based on Network of Comparators, in: Position Papers of the 2016 Federated Conference on Computer Science and Information Systems, FedCSIS 2016, Gdańsk, Poland, September 11-14, 2016., IEEE, 2016, p. 33–40.see in PBN
- Sinh Hoa Nguyen and Marcin Szczuka, Feature Selection in Decision Systems with Constraints, in: Rough Sets. International Joint Conference, IJCRS 2016, Santiago de Chile, Chile, October 7–11, 2016, Proceedings, Springer, 2016, p. 537–547.see in PBN
2015
- Marcin Szczuka, Andrzej Jankowski, Andrzej Skowron and Dominik Ślęzak, Building Granular Systems - from Concepts to Applications, in: Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 15th International Conference, RSFDGrC 2015, Tianjin, China, November 20-23, 2015, Proceedings, Springer, Berlin/Heidelberg 2015, p. 245–255.see in PBN
- Andrzej Janusz, Sebastian Stawicki, Marcin Szczuka and Dominik Ślęzak, Rough Set Tools for Practical Data Exploration, in: Rough Sets and Knowledge Technology - 10th International Conference, RSKT 2015, Tianjin, China, November 20-23, 2015, Proceedings, Springer, Berlin/Heidelberg 2015, p. 77–86.see in PBN
- Łukasz Sosnowski, Marcin Szczuka and Dominik Ślęzak, Granular Modeling with Fuzzy Comparators, in: 2015 IEEE International Conference on Big Data, Proceedings, Danver, MA 2015, p. 1550–1555.see in PBN
- Karol Kreński, Adam Krasuski, Marcin Szczuka and Stanisław Łazowy, Granular knowledge discovery framework for fire and rescue reporting system, Intelligent Decision Technologies 9 (4) 2015, p. 379–389.see in PBN
2014
- Andrzej Piotr Janusz and Marcin Szczuka, Assessment of data granulations in context of feature extraction problem, in: 2014 IEEE International Conference on Granular Computing, Proceedings, IEEE, 2014, p. 116–120.see in PBN
- Marcin Szczuka, Łukasz Sosnowski, Adam Krasuski and Karol Kreński, Using Domain Knowledge in Initial Stages of KDD: Optimization of Compound Object Processing, Fundamenta Informaticae 129 (4) 2014, p. 341–364.see in PBN
2013
- Marcin Szczuka, MAGDALENA KACPRZAK and Ludwik Czaja (eds.), Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming, Warsaw, Poland, CEUR-WS.org, 2013.see in PBN
- Dominik Ślęzak, Hung Son Nguyen and Marcin Szczuka, Preface, Fundamenta Informaticae 127 (1-4) 2013.see in PBN
- Kamil Bąk, Adam Krasuski and Marcin Szczuka, Searching for Concepts in Natural Language Part of Fire Service Reports, in: Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming, Warsaw, Poland, CEUR-WS.org, 2013, p. 39–48.see in PBN
- Dominik Ślęzak, Hung Son Nguyen and Marcin Szczuka (eds.), Logic, Data and Wisdom. To Andrzej Skowron on his 70th birthday., IOS Press, Amsterdam 2013.see in PBN
- Andrzej Piotr Janusz, Adam Krasuski and Marcin Szczuka, Improving Semantic Clustering of EWID Reports by Using Heterogeneous Data Types, in: Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 14th International Conference, RSFDGrC 2013, Halifax, NS, Canada, October 11-14, 2013. Proceedings, Springer, Berlin, Heidelberg 2013, p. 304–314.see in PBN
- Marcin Szczuka, Using Domain Knowledge in Initial Stages of Knowledge Discovery in Databases - Tutorial Description, in: Rough Sets and Knowledge Technology - 8th International Conference, RSKT 2013, Halifax, NS, Canada, October 11-14, 2013, Proceedings, Springer, Berlin, Heidelberg 2013, p. 1–6.see in PBN
- Marcin Szczuka and Dominik Ślęzak, How Deep Data Becomes Big Data, in: Proceedings of Joint IFSA World Congress and NAFIPS Annual Meeting 2013, IEEE, Piscataway, NJ, USA 2013, p. 579–584.see in PBN
- Marcin Szczuka and Andrzej Piotr Janusz, Semantic Clustering of Scientific Articles Using Explicit Semantic Analysis, Lecture Notes In Computer Science Transactions On Rough Sets 7736 (XVI) 2013, p. 83–102.see in PBN
- Sinh Hoa Nguyen, Tuan Trung Nguyen, Marcin Szczuka and Hung Son Nguyen, An Approach to Pattern Recognition Based on Hierarchical Granular Computing, Fundamenta Informaticae 127 (1-4) 2013, p. 369–384.see in PBN
2012
- Marcin Szczuka, Paweł Betliński and Kamil Herba, Named entity matching in publication databases, in: Rough Sets and Current Trends in Computing. 8th International Conference, RSCTC 2012, Chengdu, China, August 17-20, 2012. Proceedings, Springer, Berlin 2012.see in PBN
- Marcin Szczuka and Andrzej Janusz, Semantic clustering of scientific articles using explicit semantic analysis, in: Transactions on Rough Sets XVI, Springer, Berlin 2012.see in PBN
- Marcin Szczuka, Andrzej Janusz and Kamil Herba, Semantic clustering of scientific articles with use of DBpedia Knowledge Base, Computer Science (390) 2012, p. 61–76.see in PBN
- Marcin Szczuka and Dominik Ślęzak, Representation and evaluation of granular systems, in: Intelligent Decision Technologies, Springer, Berlin 2012.see in PBN
2011
- Marcin Szczuka, Andrzej Janusz and Kamil Herba, Clustering of rough set related documents with use of knowledge from DBpedia, Lecture Notes In Computer Science 6954 2011, p. 394–403.see in PBN
- Marcin Szczuka, Andrzej Janusz and Kamil Herba, Clustering of Rough Set Related Documents with Use of Knowledge from DBpedia. Jingtao Yao, Sheela Ramanna, Guoyin Wang, Zbigniew Suraj (eds.), Lecture Notes In Computer Science 6954 2011, p. 394–403.see in PBN
- Dominik Ślęzak and Marcin Szczuka, Feedforward neural networks for compound signals, Theoretical Computer Science 412 (42) 2011, p. 5960–5973.see in PBN
- Marcin Szczuka, Andrzej Skowron and Jarosław Stepaniuk, Function approximation and quality measures in rough-granular systems, Fundamenta Informaticae 109 (3) 2011, p. 339–354.see in PBN
- Marcin Szczuka, Risk assessment in granular environments, Lecture Notes In Computer Science 6499 2011, p. 121–134.see in PBN
- Marcin Szczuka, The use of rough set methods in knowledge discovery in databases - Tutorial Abstract, Lecture Notes In Computer Science 6743 2011, p. 28–30.see in PBN
- Marcin Szczuka, Ludwik Czaja, Andrzej Skowron and Magdalena Kacprzak (eds.), CS&P'2011, 20th International Workshop on Concurrency, Specification and Programming, Białystok University of Technology, Białystok 2011.see in PBN
- Ludwik Czaja, MAGDALENA KACPRZAK, Andrzej Skowron and Marcin Szczuka (eds.), Cuncurrency, Specification and Programming CS&P 2011, 2011.see in PBN
2010
- Marcin S. Szczuka (ed.), Proceedings of RSCTC 2010, 2010.see in PBN
- Hung Son Nguyen, Andrzej Jankowski, James F. Peters, Andrzej Skowron, Jarosław Stepaniuk and Marcin Szczuka, Discovery of process models from data and domain knowledge: A rough-granular approach, in: Novel Developments in Granular Computing: Applications for Advanced Human Reasoning and Soft Computation, Hershey, New York 2010.see in PBN
- Marcin Szczuka, On quality measures for granular environments, in: Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P 2010),, Humboldt Universitaet zu Berlin, Berlin 2010.see in PBN
- Marcin Szczuka (ed.), Rough Sets and Current Trends in Computing, in: 7-th International Conference, RSCTC 2010, Warsaw, Poland, June 28-30, 2010, Springer, Heidelber 2010.see in PBN
- Andrzej Skowron and Marcin Szczuka, Toward interactive computations: A Rough-granular approach, in: Advances in Machine Learning II, Dedicated to the memory of professor Ryszard S.Michaleski, Studies in Computational Intelligence, Heidelberg 2010.see in PBN
- Marcin Szczuka, Marzena KRYSZKIEWICZ, Sheela Ramanna, Richard Jensen and Qinghua Hu (eds.), RSCTC 2010, Rough Sets and Current Trends in Computing, Springer, Heidelberg 2010.see in PBN
- Marcin Wojnarski, Paweł Gora, Marcin Szczuka, Hung Son Nguyen, Joanna Świetlicka and Demetris Zeinalipour-Yazti, IEEE ICDM 2010 Contest: TomTom traffic prediction for intelligent GPS navigation, in: 2010 IEEE International Conference on Data Mining Workshops, 2010, p. 1372–1376.see in PBN
2009
- Andrzej Jankowski, Andrzej Skowron and Marcin Szczuka, Interactive granular computing in rightly judging systems, Lecture Notes In Computer Science 5589 2009, p. 1–16.see in PBN
- Jan Bazan, Andrzej Skowron and Marcin Szczuka, An approach and tools for interactive classification of complex objects, in: 1st ISoLA Workshop: International Workshop on Modeling, Analyzing, Discovering Complex Biological Structures, June 4-5, 2009, Potsdam, Springer Verlag, Heidelberg 2009.see in PBN
- Ludwik Czaja and Marcin Szczuka (eds.), Concurrency, Specification and Programming (CS&P), volume 1 & 2, University of Warsaw, Warszawa 2009.see in PBN
- Marcin Szczuka and Ludwik Czaja, Approximation of loss and risk in granular context, in: CS&P 2009, the 18th Concurrency, Specification and Programming Worksho, University of Warsaw, Warszawa 2009.see in PBN
- Marcin Szczuka, Approximation of loss and risk in selected granular systems, in: RSFDGrC 2009, Springer-Verlag, 2009.see in PBN
2008
- Marcin Szczuka, Approximate assessment of risk of classification systems in the presence of granularity, in: CS&P 2008 - Concurrency, Specification and Programing, Humboldt Universitaet zu Berlin, Berlin 2008.see in PBN
- Marcin Szczuka, Risk assessment in granular environments, in: PRICAI 2008 - Pacific Rim International Conference on Artificial Intelligence, Institute of Information Technology, Vietnamese Academy of Sciences and Technology, Vietnam 2008.see in PBN
- Marcin Szczuka, Towards approximation of risk, Lecture Notes In Computer Science 5306 2008, p. 320–328.see in PBN
2007
- Jing Yao, Pawan Lingras, Wei-Zhi WU, Marcin Szczuka, Nick Cercone and Dominik Ślęzak (eds.), Rough Sets and Knowledge Technology Second International Conference, RSKT 2007, Toronto, Canada, May 14-16, 2007, pp. 1-668, Springer, Heidelberg 2007.see in PBN
- Marcin Szczuka, Daniel Howard, Dominik Ślęzak, Haeng-kon Kim, Tai-hoon Kim, Il-seok Ko, Geuk Lee and Peter M.A. Sloot (eds.), Advances in Hybrid Information Technology: zbiór wybranych, poprawionych i rozszerzonych artykułów z konferencji ICHIT’2006, pp.1-668, Springer, Heidelberg 2007.see in PBN
- Marcin Szczuka and Dominik Ślęzak, Rough Neural Networks for Complex Concepts, Lecture Notes In Computer Science 4482 2007, p. 574–582.see in PBN
- Kenneth Revett and Marcin Szczuka, Analysis of a Lymphoma/Leukemia Dataset Using Rough Sets, Lecture Notes In Computer Science 4413 2007, p. 229–239.see in PBN
2006
- Jan Bazan, Rafał Latkowski and Marcin Szczuka, Missing Tempalate Decomposition Metod and its Implementation in Rough Set Exploration System, Lecture Notes In Computer Science 4259 2006, p. 254–263.see in PBN
- Kenneth Revett, Marcin Szczuka, Pari Jahankhani and Vassilis Kodogiannis, Attribute Selection for EEG Signal Classification Using Rough Sets and Neural Networks, Lecture Notes In Computer Science 4259 2006, p. 408–417.see in PBN
- Kenneth Revett and Marcin Szczuka, Analysis of a Lymphoma/Leukemia Dataset Using Rough Sets, in: 2006 International Conference on Hybrid Information Systems, ICHIT’2006, IEEE Computer Society Pres, Los Alamitos 2006.see in PBN
- Geuk Lee, Dominik Ślęzak, Peter Slot, Tai Kim, Il Ko, Haeng Kim and Marcin Szczuka (eds.), 2006 International Conference on Hybrid Information Systems, ICHIT’2006 ICHIT 2006 – Proceedings, vol I, II, SERC – Security Engineering Research Center, Korea 2006.see in PBN
2005
- Jan Bazan and Marcin Szczuka, The rough set exploration system, Lecture Notes In Computer Science 3400 2005, p. 37–56.see in PBN
- Hung Son Nguyen and Marcin Szczuka (eds.), Rough Sets In Knowledge Discovery and Data Mining - A tutorial, in: Tutorial Notes of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining, VAST - Wietnamska Akademia Nauk i Technologii, Hanoi, Wietnam 2005.see in PBN
- Marcin Szczuka, Techniques for managing rule –based concept approximation, in: Proceedings of International Workshop on Rough Sets and Soft Computing in Intelligent Agent and Web Technologies, 2005 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 19 September 2005, Compiegne, France, Universite de Technologie Compiegne, Compiegne, France 2005.see in PBN
- Dominik Ślęzak, Marcin Szczuka and Jakub Wróblewski, Feedforward concept networks, in: Monitoring, Security, and Rescue Tasks in Multiagent Systems, Springer Verlag, Heidelberg 2005.see in PBN
- Hung Son Nguyen and Marcin Szczuka (eds.), Proceedings of International Workshop on Rough Set Techniques in Knowledge Discovery and Data Mining - RSKD 2005, Wietnamska Akademia Nauk i Technologii, Hanoi, Wietnam 2005.see in PBN
- Jan Bazan, Rafał Latkowski and Marcin Szczuka, DIXER- Distributed executor for rough sets exploration systems, Lecture Notes In Computer Science 3642 2005, p. 39–47.see in PBN
- Dominik Ślęzak, E. Menasalvas-Ruiz, Ch. Liau and Marcin Szczuka (eds.), Proceedings of International Workshop on Rough Sets and Soft Computing in Intelligent Agent and Web Technologies, 2005 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 19 September 2005, Compiegne, France, Universite de Technologie Compiegne, Compiegne, France 2005.see in PBN
- Barbara Dunin-Kęplicz, Andrzej Jankowski, Andrzej Skowron and Marcin Szczuka (eds.), Monitoring, Security and Rescue Tasks in Multiagent Systems, Springer Verlag, Heidelberg 2005.see in PBN
2004
- James Peters, Andrzej Skowron, Jerzy Grzymała-Busse, Bożena Kostek, Roman Świniarski and Marcin Szczuka (eds.), Transactions on Rough Sets I, Lecture Notes in Computer Science Journal Subseries, Springer Verlag, Berlin, Niemcy 2004.see in PBN
- Andrzej Jankowski, Andrzej Skowron and Marcin Szczuka (eds.), Proceedings of the International Workshop on Monitoring Security, and Rescue Tasks in Multiagent Systems, 2004, 1-180, Warsaw University, Płock, Polska 2004.see in PBN
- J. Bazan, Marcin Szczuka and M. Wojnarski, On the evolution of rough set exploration system; S. Tsumoto et al. (Eds.): Rough sets current trends in computing, RSCTC 2004, Lecture Notes In Computer Science 3066 2004, p. 592–601.see in PBN
- Dominik Ślęzak, Marcin Szczuka and Jakub Wróblewski, Harnessing classifier networks - towards hierarchical concept construction, Lecture Notes In Computer Science 3066 2004, p. 554–560.see in PBN
- J. Bazan, Hung Son Nguyen and Marcin Szczuka, A view on rough set concept approximations, Fundamenta Informaticae 59 (2-3) 2004, p. 107–118.see in PBN
2003
- Jan Bazan, James F. Peters, Andrzej Skowron, Hung Son Nguyen and Marcin Szczuka, Rough Set Approach to Pattern Extraction from Classifiers, Electronic Notes In Theoretical Computer Science 82 (4) 2003, p. 1–10.see in PBN
- Andrzej Skowron and Marcin Szczuka (eds.), Proceedings of the Workshop on Rough Sets in Knowledge Discovery and Soft Computing at ETAPS’2003, Electronic Notes in Computer Science, Elsevier 2003.see in PBN
- J Bazan, Hung Son Nguyen, J Peters, Andrzej Skowron and Marcin Szczuka, Rough set approach to pattern extraction from classifiers, In: Proceedings of the Workshop on Rough Sets in Knowledge Discovery and Soft Computing at ETAPS’2003, Electronic Notes In Theoretical Computer Science 82(4) 2003, p. 20–29.see in PBN
- Marcin Szczuka, Dominik Ślęzak and Jakub Wróblewski, Constructing extensions of bayesian classifiers with use of normalizing neural networks, Lecture Notes In Computer Science 2871 2003, p. 408–416.see in PBN
- J Peters, S Ramanna and Marcin Szczuka, Towards a line-crawling robot obstacle classification system: a rough set approach, Lecture Notes In Computer Science 2639 2003, p. 303–307.see in PBN
- Jan Bazan, Hung Son Nguyen, Andrzej Skowron and Marcin Szczuka, A view on rough set concept approximations, Lecture Notes In Computer Science 2639 2003, p. 181–188.see in PBN
- Dominik Ślęzak, Jakub Wróblewski and Marcin Szczuka, Neural network architecture for synthesis of the probabilistic rule based classfiers, Electronic Notes In Theoretical Computer Science 82(4) 2003, p. 250–262.see in PBN
- Jan Bazan, Hung Son Nguyen, James Peters, Andrzej Skowron and Marcin Szczuka, Rough set approach to pattern extraction from classifiers, In: Proceedings of the Workshop on Rough Sets in Knowledge Discovery and Soft Computing at ETAPS’2003, Electronic Notes In Theoretical Computer Science 82(4) 2003, p. 20–29.see in PBN
2002
- Jan Bazan, A Osmólski, Andrzej Skowron, Marcin Szczuka, Dominik Ślęzak and Jakub Wróblewski, Rough set approach to the survival analysis, Lecture Notes In Computer Science 2475 2002, p. 522–529.see in PBN
- J Peters and Marcin Szczuka, Rough Neurocomputing: a survey of basic models of neurocomputation,, Lecture Notes In Computer Science 2475 2002, p. 308–315.see in PBN
- J Bazan, Marcin Szczuka and J Wróblewski, A new version of rough set exploration system, Lecture Notes In Computer Science 2475 2002, p. 397–404.see in PBN
- Andrzej Skowron and Marcin Szczuka, Approximate reasoning schemes: classifiers for computing with words, in: Soft methods in Probability, Statistics and Data Analysis P.Grzegorzewski, O.Hryniewicz, M.A.Gil (Eds.),, Physica-Verlag, Heidelberg 2002.see in PBN
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