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ORCIDMarcin S. Szczuka
Person information
- affiliation: University of Warsaw, Poland
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2020 – today
- 2022
[c46]Marcin S. Szczuka
, Andrzej Janusz, Boguslaw Cyganek, Jakub Grabek, Lukasz Przebinda, Andzelika Zalewska, Andrzej Bukala, Dominik Slezak:
IEEE BigData Cup 2022 Report Privacy-preserving Matching of Encrypted Images. IEEE Big Data 2022: 6471-6480- [c45]Pawel Kowaleczko, Przemyslaw Rokita, Marcin S. Szczuka:
Neural Network Enhanced Automatic Garment Measurement System. FedCSIS (Communication Papers) 2022: 33-38
2010 – 2019
- 2019
- [c44]Piotr Prokopowicz, Marcin S. Szczuka:
Hybrid Connection Between Fuzzy Rough Sets and Ordered Fuzzy Numbers. IFSA/NAFIPS 2019: 505-517 - 2018
- [c43]Lukasz Sosnowski, Marcin S. Szczuka:
Defuzzyfication in Interpretation of Comparator Networks. IPMU (2) 2018: 467-479 - 2017
- [j13]Andrzej Czyzewski, Bozena Kostek, Piotr Bratoszewski, Jozef Kotus, Marcin S. Szczuka:
An audio-visual corpus for multimodal automatic speech recognition. J. Intell. Inf. Syst. 49(2): 167-192 (2017) - [c42]Marek Grzegorowski, Andrzej Janusz, Dominik Slezak, Marcin S. Szczuka:
On the role of feature space granulation in feature selection processes. IEEE BigData 2017: 1806-1815 - [c41]Przemyslaw Przybyszewski, Szymon Dziewiatkowski, Sebastian Jaszczur, Mateusz Smiech, Marcin S. Szczuka:
Use of Domain Knowledge and Feature Engineering in Helping AI to Play Hearthstone. FedCSIS 2017: 143-148 - 2016
- [c40]Lukasz Sosnowski, Marcin S. Szczuka:
Recognition of Compound Objects Based on Network of Comparators. FedCSIS (Position Papers) 2016: 33-40 - [c39]Sinh Hoa Nguyen, Marcin S. Szczuka:
Feature Selection in Decision Systems with Constraints. IJCRS 2016: 537-547 - 2015
- [j12]Karol Krenski, Adam Krasuski, Marcin S. Szczuka, Stanislaw Lazowy:
Granular knowledge discovery framework for fire and rescue reporting system. Intell. Decis. Technol. 9(4): 379-389 (2015) - [c38]Lukasz Sosnowski, Marcin S. Szczuka, Dominik Slezak:
Granular modeling with fuzzy comparators. IEEE BigData 2015: 1550-1555 - [c37]Marcin S. Szczuka, Andrzej Jankowski, Andrzej Skowron, Dominik Slezak:
Building Granular Systems - from Concepts to Applications. RSFDGrC 2015: 245-255 - [c36]Andrzej Janusz, Sebastian Stawicki, Marcin S. Szczuka, Dominik Slezak:
Rough Set Tools for Practical Data Exploration. RSKT 2015: 77-86 - 2014
- [j11]Marcin S. Szczuka, Lukasz Sosnowski, Adam Krasuski, Karol Krenski:
Using Domain Knowledge in Initial Stages of KDD: Optimization of Compound Object Processing. Fundam. Informaticae 129(4): 341-364 (2014) - [c35]Andrzej Janusz, Marcin S. Szczuka:
Assessment of data granulations in context of feature extraction problem. GrC 2014: 116-120 - 2013
- [j10]Sinh Hoa Nguyen, Tuan Trung Nguyen, Marcin S. Szczuka, Hung Son Nguyen:
An Approach to Pattern Recognition Based on Hierarchical Granular Computing. Fundam. Informaticae 127(1-4): 369-384 (2013) - [j9]Dominik Slezak, Hung Son Nguyen, Marcin S. Szczuka:
Preface. Fundam. Informaticae 127(1-4) (2013) - [j8]Marcin S. Szczuka, Andrzej Janusz:
Semantic Clustering of Scientific Articles Using Explicit Semantic Analysis. Trans. Rough Sets 16: 83-102 (2013) - [c34]Kamil Bak, Adam Krasuski, Marcin S. Szczuka:
Searching for Concepts in Natural Language Part of Fire Service Reports. CS&P 2013: 39-48 - [c33]Marcin S. Szczuka, Dominik Slezak:
How deep data becomes big data. IFSA/NAFIPS 2013: 579-584 - [c32]Andrzej Janusz, Adam Krasuski, Marcin S. Szczuka:
Improving Semantic Clustering of EWID Reports by Using Heterogeneous Data Types. RSFDGrC 2013: 304-314 - [c31]Marcin S. Szczuka:
Using Domain Knowledge in Initial Stages of Knowledge Discovery in Databases - Tutorial Description. RSKT 2013: 1-6 - [e8]Marcin S. Szczuka, Ludwik Czaja, Magdalena Kacprzak:
Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming, Warsaw, Poland. CEUR Workshop Proceedings 1032, CEUR-WS.org 2013 [contents] - 2012
- [c30]Adam Krasuski, Marcin S. Szczuka:
Knowledge Driven Query Sharding. CS&P 2012: 182-190 - [c29]Marcin S. Szczuka, Pawel Betlinski, Kamil Herba:
Named Entity Matching in Publication Databases - A Case Study of PubMed in SONCA. RSCTC 2012: 172-179 - [p2]Marcin S. Szczuka, Andrzej Janusz, Kamil Herba:
Semantic Clustering of Scientific Articles with Use of DBpedia Knowledge Base. Intelligent Tools for Building a Scientific Information Platform 2012: 61-76 - 2011
- [j7]Marcin S. Szczuka, Andrzej Skowron, Jaroslaw Stepaniuk:
Function Approximation and Quality Measures in Rough-Granular Systems. Fundam. Informaticae 109(3): 339-354 (2011) - [j6]Marcin S. Szczuka, Dominik Slezak:
Feedforward neural networks for compound signals. Theor. Comput. Sci. 412(42): 5960-5973 (2011) - [j5]Marcin S. Szczuka:
Risk Assessment in Granular Environments. Trans. Rough Sets 13: 121-134 (2011) - [c28]Marcin S. Szczuka:
The Use of Rough Set Methods in Knowledge Discovery in Databases - Tutorial Abstract. RSFDGrC 2011: 28-30 - [c27]Marcin S. Szczuka, Andrzej Janusz, Kamil Herba:
Clustering of Rough Set Related Documents with Use of Knowledge from DBpedia. RSKT 2011: 394-403 - 2010
- [c26]Marcin Wojnarski, Pawel Góra, Marcin S. Szczuka, Hung Son Nguyen, Joanna Swietlicka, Demetris Zeinalipour-Yazti:
IEEE ICDM 2010 Contest: TomTom Traffic Prediction for Intelligent GPS Navigation. ICDM Workshops 2010: 1372-1376 - [p1]Andrzej Skowron, Marcin S. Szczuka:
Toward Interactive Computations: A Rough-Granular Approach. Advances in Machine Learning II 2010: 23-42 - [e7]Marcin S. Szczuka, Marzena Kryszkiewicz, Sheela Ramanna, Richard Jensen, Qinghua Hu:
Rough Sets and Current Trends in Computing - 7th International Conference, RSCTC 2010, Warsaw, Poland, June 28-30,2010. Proceedings. Lecture Notes in Computer Science 6086, Springer 2010, ISBN 978-3-642-13528-6 [contents]
2000 – 2009
- 2009
- [c25]Marcin S. Szczuka:
Approximation of Loss and Risk in Selected Granular Systems. RSFDGrC 2009: 168-175 - [c24]Andrzej Jankowski, Andrzej Skowron, Marcin S. Szczuka:
Interactive Granular Computing in Rightly Judging Systems. RSKT 2009: 1-16 - 2008
- [c23]Marcin S. Szczuka:
Towards Approximation of Risk. RSCTC 2008: 320-328 - 2007
- [c22]Dominik Slezak, Marcin S. Szczuka:
Rough Neural Networks for Complex Concepts. RSFDGrC 2007: 574-582 - [e6]Marcin S. Szczuka, Daniel Howard, Dominik Slezak, Haeng-Kon Kim, Tai-Hoon Kim, Il Seok Ko, Geuk Lee, Peter M. A. Sloot:
Advances in Hybrid Information Technology, First International Conference, ICHIT 2006, Jeju Island, Korea, November 9-11, 2006, Revised Selected Papers. Lecture Notes in Computer Science 4413, Springer 2007, ISBN 978-3-540-77367-2 [contents] - [e5]Jingtao Yao, Pawan Lingras, Wei-Zhi Wu, Marcin S. Szczuka, Nick Cercone, Dominik Slezak:
Rough Sets and Knowledge Technology, Second International Conference, RSKT 2007, Toronto, Canada, May 14-16, 2007, Proceedings. Lecture Notes in Computer Science 4481, Springer 2007, ISBN 978-3-540-72457-5 [contents] - 2006
- [c21]Kenneth Revett, Marcin S. Szczuka:
An Analysis of a Lymphoma/Leukaemia Dataset Using Rough Sets and Neural Networks. ICHIT 2006: 229-239 - [c20]Jan G. Bazan, Rafal Latkowski, Marcin S. Szczuka:
Missing Template Decomposition Method and Its Implementation in Rough Set Exploration System. RSCTC 2006: 254-263 - [c19]Kenneth Revett, Marcin S. Szczuka, Pari Jahankhani, Vassilis Kodogiannis:
Attribute Selection for EEG Signal Classification Using Rough Sets and Neural Networks. RSCTC 2006: 408-417 - 2005
- [j4]Jan G. Bazan, Marcin S. Szczuka:
The Rough Set Exploration System. Trans. Rough Sets 3: 37-56 (2005) - [c18]Jan G. Bazan, Rafal Latkowski, Marcin S. Szczuka:
DIXER - Distributed Executor for Rough Set Exploration System. RSFDGrC (2) 2005: 39-47 - [e4]Barbara Dunin-Keplicz, Andrzej Jankowski, Andrzej Skowron, Marcin S. Szczuka:
Monitoring, Security, and Rescue Techniques in Multiagent Systems, MSRAS 2004, Plock, Poland, June 7-9, 2004. Advances in Soft Computing 28, Springer 2005, ISBN 978-3-540-23245-2 [contents] - [e3]Dominik Slezak, Guoyin Wang, Marcin S. Szczuka, Ivo Düntsch, Yiyu Yao:
Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 3, 2005, Proceedings, Part I. Lecture Notes in Computer Science 3641, Springer 2005, ISBN 3-540-28653-5 [contents] - 2004
- [j3]Jan G. Bazan, Hung Son Nguyen, Marcin S. Szczuka:
A View on Rough Set Concept Approximations. Fundam. Informaticae 59(2-3): 107-118 (2004) - [c17]Dominik Slezak, Marcin S. Szczuka, Jakub Wróblewski:
Feedforward Concept Networks. MSRAS 2004: 281-292 - [c16]Dominik Slezak, Marcin S. Szczuka, Jakub Wroblewski:
Harnessing Classifier Networks ? Towards Hierarchical Concept Construction. Rough Sets and Current Trends in Computing 2004: 554-560 - [c15]Jan G. Bazan, Marcin S. Szczuka, Arkadiusz Wojna, Marcin Wojnarski:
On the Evolution of Rough Set Exploration System. Rough Sets and Current Trends in Computing 2004: 592-601 - [e2]James F. Peters, Andrzej Skowron, Jerzy W. Grzymala-Busse, Bozena Kostek, Roman W. Swiniarski, Marcin S. Szczuka:
Transactions on Rough Sets I. Lecture Notes in Computer Science 3100, Springer 2004, ISBN 3-540-22374-6 [contents] - 2003
- [c14]Dominik Slezak, Jakub Wroblewski, Marcin S. Szczuka:
Constructing Extensions of Bayesian Classifiers with Use of Normalizing Neural Networks. ISMIS 2003: 408-416 - [c13]Jan G. Bazan, Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka:
A View on Rough Set Concept Approximations. RSFDGrC 2003: 181-188 - [c12]James F. Peters, Sheela Ramanna, Marcin S. Szczuka:
Towards a Line-Crawling Robot Obstacle Classification System: A Rough Set Approach. RSFDGrC 2003: 303-307 - [c11]Jan G. Bazan, James F. Peters, Andrzej Skowron, Hung Son Nguyen, Marcin S. Szczuka:
Rough Set Approach to Pattern Extraction from Classifiers. RSKD 2003: 20-29 - [c10]Dominik Slezak, Jakub Wroblewski, Marcin S. Szczuka:
Neural Network Architecture for Synthesis of the Probabilistic Rule Based Classifiers. RSKD 2003: 251-262 - [c9]Andrzej Skowron, Marcin S. Szczuka:
Preface. RSKD 2003: 318-319 - [e1]Andrzej Skowron, Marcin S. Szczuka:
International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, RSKD 2003, Satellite Event for ETAPS 2003, Warsaw, Poland, April 12-13, 2003. Electronic Notes in Theoretical Computer Science 82(4), Elsevier 2003 [contents] - 2002
- [c8]James F. Peters, Marcin S. Szczuka:
Rough Neurocomputing: A Survey of Basic Models of Neurocomputation. Rough Sets and Current Trends in Computing 2002: 308-315 - [c7]Jan G. Bazan, Marcin S. Szczuka, Jakub Wroblewski:
A New Version of Rough Set Exploration System. Rough Sets and Current Trends in Computing 2002: 397-404 - [c6]Jan G. Bazan, Antoni Osmólski, Andrzej Skowron, Dominik Slezak, Marcin S. Szczuka, Jakub Wroblewski:
Rough Set Approach to the Survival Analysis. Rough Sets and Current Trends in Computing 2002: 522-529 - 2001
- [j2]Marcin S. Szczuka:
Refining classifiers with neural networks. Int. J. Intell. Syst. 16(1): 39-55 (2001) - [j1]Marcin S. Szczuka, Piotr Wojdyllo:
Neuro-wavelet classifiers for EEG signals based on rough set methods. Neurocomputing 36(1-4): 103-122 (2001) - [c5]Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka:
Analysis of Image Sequences for the Unmanned Aerial Vehicle. JSAI Workshops 2001: 333-338 - 2000
- [c4]Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka:
Situation Identification by Unmanned Aerial Vehicle. Rough Sets and Current Trends in Computing 2000: 49-56 - [c3]Jan G. Bazan, Marcin S. Szczuka:
RSES and RSESlib - A Collection of Tools for Rough Set Computations. Rough Sets and Current Trends in Computing 2000: 106-113
1990 – 1999
- 1999
- [c2]Marcin S. Szczuka:
Rules as Attributes in Classifier Construction. RSFDGrC 1999: 492-499 - 1997
- [c1]Hung Son Nguyen, Marcin S. Szczuka, Dominik Slezak:
Neural Networks Design: Rough Set Approach to Continuous Data. PKDD 1997: 359-366
Coauthor Index
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