Publications

Marcin Szczuka

Number of publications: 83

2019

Piotr Prokopowicz, Marcin Szczuka , Hybrid Connection Between Fuzzy Rough Sets and Ordered Fuzzy Numbers, 2019 IFSA World Congress and NAFIPS Annual Conference, Lafayette, the United States of America, 18 June 2019 - 21 June 2019. See in PBN

2018

Łukasz Sosnowski, Marcin Szczuka , Defuzzyfication in Interpretation of Comparator Networks, 17th International Conference, IPMU 2018, Cádiz, Spain, 11 June 2018 - 15 June 2018. See in PBN

2017

Marek Grzegorowski, Andrzej Janusz , Marcin Szczuka , Dominik Ślęzak , On the role of feature space granulation in feature selection processes, 2017 IEEE International Conference on Big Data (Big Data), Boston, the United States of America, 11 December 2017 - 14 December 2017. See in PBN
Przemysław Przybyszewski, Szymon Dziewiątkowski, Sebastian Jaszczur , Mateusz Śmiech, Marcin Szczuka , Use of Domain Knowledge and Feature Engineering in Helping AI to Play Hearthstone, Federated Conference on Computer Science and Information Systems (FedCSIS), Prague, Czechia, 3 September 2017 - 6 September 2017, 11 2017, p. 143--148. See in PBN

2016

Thi sinh hoa Nguyen, Marcin Szczuka , Feature Selection in Decision Systems with Constraints, International Joint Conference on Rough Sets, Santiago de Chile, Chile, 7 October 2016 - 11 October 2016. See in PBN
Andrzej Jankowski, Andrzej Skowron, Marcin Szczuka , Dominik Ślęzak , Granular Systems, 2016. See in PBN
Łukasz Sosnowski, Marcin Szczuka , Recognition of Compound Objects Based on Network of Comparators, 2016 Federated Conference on Computer Science and Information Systems, Gdańsk, Poland, 2016. See in PBN

2015

Andrzej Jankowski, Andrzej Skowron, Marcin Szczuka , Dominik Ślęzak , Building Granular Systems - from Concepts to Applications, RSFDGrC 2015 - 15th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, Tianjin, China, 20 November 2015 - 23 December 2015. See in PBN
Adam Krasuski, Karol Kreński, Marcin Szczuka , Stanisław Łazowy, Granular knowledge discovery framework for fire and rescue reporting system, Intelligent Decision Technologies, 2015. See in PBN
Marcin Szczuka , Dominik Ślęzak , Łukasz Sosnowski, Granular Modeling with Fuzzy Comparators, 2015 IEEE International Conference on Big Data, Santa Clara, CA, the United States of America, 29 October 2015 - 1 November 2015. See in PBN
Andrzej Janusz , Sebastian Stawicki, Marcin Szczuka , Dominik Ślęzak , Rough Set Tools for Practical Data Exploration, 10th International Conference on Rough Sets and Knowledge Technology, Tianjin, China, 20 November 2015 - 23 December 2015. See in PBN

2014

Andrzej Janusz , Marcin Szczuka , Assessment of data granulations in context of feature extraction problem, 2014 IEEE International Conference on Granular Computing, Noboribetsu, Japan, 22 October 2014 - 24 October 2014. See in PBN
Adam Krasuski, Karol Kreński, Łukasz Sosnowski, Marcin Szczuka , Using Domain Knowledge in Initial Stages of KDD: Optimization of Compound Object Processing, Fundamenta Informaticae, 2014. See in PBN

2013

Hung Son Nguyen , Thi sinh hoa Nguyen, Tuan Nguyen, Marcin Szczuka , An Approach to Pattern Recognition Based on Hierarchical Granular Computing, Fundamenta Informaticae, 2013. See in PBN
Marcin Szczuka , Dominik Ślęzak , How Deep Data Becomes Big Data, Joint IFSA World Congress and NAFIPS Annual Meeting 2013, Edmonton, Canada, 24 June 2013 - 28 June 2013. See in PBN
Andrzej Janusz , Adam Krasuski, Marcin Szczuka , Improving Semantic Clustering of EWID Reports by Using Heterogeneous Data Types, Joint Rough Set Symposium 2013, Halifax, Canada, 11 October 2013 - 14 October 2013. See in PBN
Hung Son Nguyen , Marcin Szczuka , Dominik Ślęzak , Logic, Data and Wisdom. To Andrzej Skowron on his 70th birthday., 2013. See in PBN
Dominik Ślęzak , Marcin Szczuka , Hung Son Nguyen , Preface, Fundamenta Informaticae, 2013. See in PBN
Ludwik Czaja, Magdalena Kacprzak, Marcin Szczuka , Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming, Warsaw, Poland, 2013. See in PBN
Kamil Bąk, Adam Krasuski, Marcin Szczuka , Searching for Concepts in Natural Language Part of Fire Service Reports, 22nd International Workshop on Concurrency, Specification and Programming, Warszawa, Poland, 25 September 2013 - 27 September 2013. See in PBN
Andrzej Janusz , Marcin Szczuka , Semantic Clustering of Scientific Articles Using Explicit Semantic Analysis, LECTURE NOTES IN COMPUTER SCIENCE TRANSACTIONS ON ROUGH SETS, 2013. See in PBN
Marcin Szczuka , Using Domain Knowledge in Initial Stages of Knowledge Discovery in Databases - Tutorial Description, Joint Rough Set Symposium, Halifax, Canada, 11 October 2013 - 14 October 2013. See in PBN

2012

Paweł Betliński, Kamil Herba, Marcin Szczuka , Named entity matching in publication databases, 2012. See in PBN
Marcin Szczuka , Dominik Ślęzak , Representation and evaluation of granular systems, Intelligent Decision Technologies, 2012. See in PBN
Andrzej Janusz , Marcin Szczuka , Semantic clustering of scientific articles using explicit semantic analysis, 2012. See in PBN
Kamil Herba, Andrzej Janusz , Marcin Szczuka , Semantic clustering of scientific articles with use of DBpedia Knowledge Base, Computer Science, 2012. See in PBN

2011

Kamil Herba, Andrzej Janusz , Marcin Szczuka , Clustering of rough set related documents with use of knowledge from DBpedia, Lecture Notes in Computer Science, 2011. See in PBN
Kamil Herba, Andrzej Janusz , Marcin Szczuka , 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, 2011. See in PBN
Ludwik Czaja, Magdalena Kacprzak, Andrzej Skowron, Marcin Szczuka , CS&P'2011, 20th International Workshop on Concurrency, Specification and Programming, 2011. See in PBN
Ludwik Czaja, Magdalena Kacprzak, Andrzej Skowron, Marcin Szczuka , Cuncurrency, Specification and Programming CS&P 2011, 2011. See in PBN
Marcin Szczuka , Dominik Ślęzak , Feedforward neural networks for compound signals, Theoretical Computer Science, 2011. See in PBN
Andrzej Skowron, Jarosław Stepaniuk, Marcin Szczuka , Function approximation and quality measures in rough-granular systems, Fundamenta Informaticae, 2011. See in PBN
Marcin Szczuka , Risk assessment in granular environments, Lecture Notes in Computer Science, 2011. See in PBN
Marcin Szczuka , The use of rough set methods in knowledge discovery in databases - Tutorial Abstract, Lecture Notes in Computer Science, 2011. See in PBN

2010

Andrzej Jankowski, Hung Son Nguyen , James F. Peters, Andrzej Skowron, Jarosław Stepaniuk, Marcin Szczuka , Discovery of process models from data and domain knowledge: A rough-granular approach, 2010. See in PBN
Paweł Gora , Hung Son Nguyen , Marcin Szczuka , Marcin Wojnarski, Demetris Zeinalipour-Yazti, Joanna Świetlicka, IEEE ICDM 2010 Contest: TomTom traffic prediction for intelligent GPS navigation, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14 December 2010 - 17 December 2010. See in PBN
Marcin Szczuka , On quality measures for granular environments, 2010. See in PBN
Marcin Szczuka , Proceedings of RSCTC 2010, 2010. See in PBN
Qinghua Hu, Richard Jensen, Marzena Kryszkiewicz, Sheela Ramanna, Marcin Szczuka , RSCTC 2010, Rough Sets and Current Trends in Computing, 2010. See in PBN
Andrzej Skowron, Marcin Szczuka , Toward interactive computations: A Rough-granular approach, 2010. See in PBN

2009

Jan Bazan, Andrzej Skowron, Marcin Szczuka , An approach and tools for interactive classification of complex objects, 2009. See in PBN
Ludwik Czaja, Marcin Szczuka , Approximation of loss and risk in granular context, 2009. See in PBN
Marcin Szczuka , Approximation of loss and risk in selected granular systems, 2009. See in PBN
Ludwik Czaja, Marcin Szczuka , Concurrency, Specification and Programming (CS&P), volume 1 & 2, 2009. See in PBN
Andrzej Jankowski, Andrzej Skowron, Marcin Szczuka , Interactive granular computing in rightly judging systems, Lecture Notes in Computer Science, 2009. See in PBN

2008

Marcin Szczuka , Approximate assessment of risk of classification systems in the presence of granularity, 2008. See in PBN
Marcin Szczuka , Risk assessment in granular environments, 2008. See in PBN
Marcin Szczuka , Towards approximation of risk, Lecture Notes in Computer Science, 2008. See in PBN

2007

Daniel Howard, Haeng-kon Kim, Tai-hoon Kim, Il-seok Ko, Geuk Lee, Peter M.A. Sloot, Marcin Szczuka , Dominik Ślęzak , Advances in Hybrid Information Technology: zbiór wybranych, poprawionych i rozszerzonych artykułów z konferencji ICHIT’2006, pp.1-668, 2007. See in PBN
Kenneth Revett, Marcin Szczuka , Analysis of a Lymphoma/Leukemia Dataset Using Rough Sets, Lecture Notes in Computer Science, 2007. See in PBN
Marcin Szczuka , Dominik Ślęzak , Rough Neural Networks for Complex Concepts, Lecture Notes in Computer Science, 2007. See in PBN
Nick Cercone, Pawan Lingras, Marcin Szczuka , Wei-Zhi WU, Jing Yao, Dominik Ślęzak , Rough Sets and Knowledge Technology Second International Conference, RSKT 2007, Toronto, Canada, May 14-16, 2007, pp. 1-668, 2007. See in PBN

2006

Haeng Kim, Tai Kim, Il Ko, Geuk Lee, Peter Slot, Marcin Szczuka , Dominik Ślęzak , 2006 International Conference on Hybrid Information Systems, ICHIT’2006 ICHIT 2006 – Proceedings, vol I, II, 2006. See in PBN
Kenneth Revett, Marcin Szczuka , Analysis of a Lymphoma/Leukemia Dataset Using Rough Sets, 2006. See in PBN
Pari Jahankhani, Vassilis Kodogiannis, Kenneth Revett, Marcin Szczuka , Attribute Selection for EEG Signal Classification Using Rough Sets and Neural Networks, Lecture Notes in Computer Science, 2006. See in PBN
Jan Bazan, Rafał Latkowski, Marcin Szczuka , Missing Tempalate Decomposition Metod and its Implementation in Rough Set Exploration System, Lecture Notes in Computer Science, 2006. See in PBN

2005

Rafał Latkowski, Marcin Szczuka , DIXER- Distributed executor for rough sets exploration systems, Lecture Notes in Computer Science, 2005. See in PBN
A Skowron, Bożena Staruch, A Jankowski, B DuninKeplicz, Marcin Szczuka , Extensions of partial structures and their application to modelling of multiagent systems, 2005. See in PBN
Marcin Szczuka , Jakub Wróblewski, Dominik Ślęzak , Feedforward concept networks, 2005. See in PBN
Barbara Dunin-Kęplicz , Andrzej Jankowski, Andrzej Skowron, Marcin Szczuka , Monitoring, Security and Rescue Tasks in Multiagent Systems, 2005. See in PBN
Hung Son Nguyen , Marcin Szczuka , Proceedings of International Workshop on Rough Set Techniques in Knowledge Discovery and Data Mining - RSKD 2005, 2005. See in PBN
Ch. Liau, E. Menasalvas-Ruiz, Marcin Szczuka , Dominik Ślęzak , 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, 2005. See in PBN
Marcin Szczuka , Techniques for managing rule –based concept approximation, 2005. See in PBN
Jan Bazan, Marcin Szczuka , The rough set exploration system, Lecture Notes in Computer Science, 2005. See in PBN

2004

J. Bazan, Hung Son Nguyen , Marcin Szczuka , A view on rough set concept approximations, Fundamenta Informaticae, 2004. See in PBN
Marcin Szczuka , Jakub Wróblewski, Dominik Ślęzak , Harnessing classifier networks - towards hierarchical concept construction, Lecture Notes in Computer Science, 2004. See in PBN
J. Bazan, Marcin Szczuka , 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, 2004. See in PBN
Andrzej Jankowski, Andrzej Skowron, Marcin Szczuka , Proceedings of the International Workshop on Monitoring Security, and Rescue Tasks in Multiagent Systems, 2004, 1-180, 2004. See in PBN
Jerzy Grzymała-Busse, Bożena Kostek, James Peters, Andrzej Skowron, Marcin Szczuka , Roman Świniarski, Transactions on Rough Sets I, Lecture Notes in Computer Science Journal Subseries, 2004. See in PBN

2003

Hung Son Nguyen , Andrzej Skowron, Marcin Szczuka , A view on rough set concept approximations, Lecture Notes in Computer Science, 2003. See in PBN
Marcin Szczuka , Jakub Wróblewski, Dominik Ślęzak , Constructing extensions of bayesian classifiers with use of normalizing neural networks, Lecture Notes in Computer Science, 2003. See in PBN
Marcin Szczuka , Jakub Wróblewski, Dominik Ślęzak , Neural network architecture for synthesis of the probabilistic rule based classfiers, Electronic Notes in Theoretical Computer Science, 2003. See in PBN
Andrzej Skowron, Marcin Szczuka , Proceedings of the Workshop on Rough Sets in Knowledge Discovery and Soft Computing at ETAPS’2003, 2003. See in PBN
Hung Son Nguyen , James F. Peters, Andrzej Skowron, Marcin Szczuka , Rough Set Approach to Pattern Extraction from Classifiers, Electronic Notes in Theoretical Computer Science, 2003. See in PBN
J Bazan, Hung Son Nguyen , J Peters, Andrzej Skowron, 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, 2003. See in PBN
J Peters, S Ramanna, Marcin Szczuka , Towards a line-crawling robot obstacle classification system: a rough set approach, Lecture Notes in Computer Science, 2003. See in PBN

2002

J Bazan, Marcin Szczuka , J Wróblewski, A new version of rough set exploration system, Lecture Notes in Computer Science, 2002. See in PBN
Andrzej Skowron, Marcin Szczuka , Approximate reasoning schemes: classifiers for computing with words, 2002. See in PBN
J Peters, Marcin Szczuka , Rough Neurocomputing: a survey of basic models of neurocomputation,, Lecture Notes in Computer Science, 2002. See in PBN
A Osmólski, Andrzej Skowron, Marcin Szczuka , Jakub Wróblewski, Dominik Ślęzak , Rough set approach to the survival analysis, Lecture Notes in Computer Science, 2002. See in PBN