Marcin S. Szczuka

69 papers B 1C 2Misc 1Journal 13Unranked 42
YearRankTypeTitle / Venue / Authors
2022 B conf
IEEE BigData Cup 2022 Report Privacy-preserving Matching of Encrypted Images.
IEEE Big Data
Marcin S. Szczuka, Andrzej Janusz, Boguslaw Cyganek, Jakub Grabek, Lukasz Przebinda, Andzelika Zalewska, Andrzej Bukala, Dominik Slezak
2022 — conf
Neural Network Enhanced Automatic Garment Measurement System.
FedCSIS (Communication Papers)
Pawel Kowaleczko, Przemyslaw Rokita, Marcin S. Szczuka
2019 — conf
Hybrid Connection Between Fuzzy Rough Sets and Ordered Fuzzy Numbers.
IFSA/NAFIPS
Piotr Prokopowicz, Marcin S. Szczuka
2018 — conf
Defuzzyfication in Interpretation of Comparator Networks.
IPMU (2)
Lukasz Sosnowski, Marcin S. Szczuka
2017 J jnl
An audio-visual corpus for multimodal automatic speech recognition.
J. Intell. Inf. Syst.
Andrzej Czyzewski, Bozena Kostek, Piotr Bratoszewski, Jozef Kotus, Marcin S. Szczuka
2017 — conf
On the role of feature space granulation in feature selection processes.
IEEE BigData
Marek Grzegorowski, Andrzej Janusz, Dominik Slezak, Marcin S. Szczuka
2017 C conf
Use of Domain Knowledge and Feature Engineering in Helping AI to Play Hearthstone.
FedCSIS
Przemyslaw Przybyszewski, Szymon Dziewiatkowski, Sebastian Jaszczur, Mateusz Smiech, Marcin S. Szczuka
2016 — conf
Feature Selection in Decision Systems with Constraints.
IJCRS
Sinh Hoa Nguyen, Marcin S. Szczuka
2016 — conf
Recognition of Compound Objects Based on Network of Comparators.
FedCSIS (Position Papers)
Lukasz Sosnowski, Marcin S. Szczuka
2015 — conf
Building Granular Systems - from Concepts to Applications.
RSFDGrC
Marcin S. Szczuka, Andrzej Jankowski, Andrzej Skowron, Dominik Slezak
2015 J jnl
Granular knowledge discovery framework for fire and rescue reporting system.
Intell. Decis. Technol.
Karol Krenski, Adam Krasuski, Marcin S. Szczuka, Stanislaw Lazowy
2015 — conf
Granular modeling with fuzzy comparators.
IEEE BigData
Lukasz Sosnowski, Marcin S. Szczuka, Dominik Slezak
2015 — conf
Rough Set Tools for Practical Data Exploration.
RSKT
Andrzej Janusz, Sebastian Stawicki, Marcin S. Szczuka, Dominik Slezak
2014 Misc conf
Assessment of data granulations in context of feature extraction problem.
GrC
Andrzej Janusz, Marcin S. Szczuka
2014 J jnl
Using Domain Knowledge in Initial Stages of KDD: Optimization of Compound Object Processing.
Fundam. Informaticae
Marcin S. Szczuka, Lukasz Sosnowski, Adam Krasuski, Karol Krenski
2013 J jnl
An Approach to Pattern Recognition Based on Hierarchical Granular Computing.
Fundam. Informaticae
Sinh Hoa Nguyen, Tuan Trung Nguyen, Marcin S. Szczuka, Hung Son Nguyen
2013 — conf
How deep data becomes big data.
IFSA/NAFIPS
Marcin S. Szczuka, Dominik Slezak
2013 — conf
Improving Semantic Clustering of EWID Reports by Using Heterogeneous Data Types.
RSFDGrC
Andrzej Janusz, Adam Krasuski, Marcin S. Szczuka
2013 J jnl
Preface.
Fundam. Informaticae
Dominik Slezak, Hung Son Nguyen, Marcin S. Szczuka
2013 — ed.
Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming, Warsaw, Poland
CS&P
Marcin S. Szczuka, Ludwik Czaja, Magdalena Kacprzak
2013 — conf
Searching for Concepts in Natural Language Part of Fire Service Reports.
CS&P
Kamil Bak, Adam Krasuski, Marcin S. Szczuka
2013 J jnl
Semantic Clustering of Scientific Articles Using Explicit Semantic Analysis.
Trans. Rough Sets
Marcin S. Szczuka, Andrzej Janusz
2013 — conf
Using Domain Knowledge in Initial Stages of Knowledge Discovery in Databases - Tutorial Description.
RSKT
Marcin S. Szczuka
2012 — conf
Knowledge Driven Query Sharding.
CS&P
Adam Krasuski, Marcin S. Szczuka
2012 — conf
Named Entity Matching in Publication Databases - A Case Study of PubMed in SONCA.
RSCTC
Marcin S. Szczuka, Pawel Betlinski, Kamil Herba
2012 — ch.
Semantic Clustering of Scientific Articles with Use of DBpedia Knowledge Base.
Intelligent Tools for Building a Scientific Information Platform
Marcin S. Szczuka, Andrzej Janusz, Kamil Herba
2011 — conf
Clustering of Rough Set Related Documents with Use of Knowledge from DBpedia.
RSKT
Marcin S. Szczuka, Andrzej Janusz, Kamil Herba
2011 J jnl
Feedforward neural networks for compound signals.
Theor. Comput. Sci.
Marcin S. Szczuka, Dominik Slezak
2011 J jnl
Function Approximation and Quality Measures in Rough-Granular Systems.
Fundam. Informaticae
Marcin S. Szczuka, Andrzej Skowron, Jaroslaw Stepaniuk
2011 J jnl
Risk Assessment in Granular Environments.
Trans. Rough Sets
Marcin S. Szczuka
2011 — conf
The Use of Rough Set Methods in Knowledge Discovery in Databases - Tutorial Abstract.
RSFDGrC
Marcin S. Szczuka
2010 — conf
IEEE ICDM 2010 Contest: TomTom Traffic Prediction for Intelligent GPS Navigation.
ICDM Workshops
Marcin Wojnarski, Pawel Góra, Marcin S. Szczuka, Hung Son Nguyen, Joanna Swietlicka, Demetris Zeinalipour-Yazti
2010 — ed.
Rough Sets and Current Trends in Computing - 7th International Conference, RSCTC 2010, Warsaw, Poland, June 28-30,2010. Proceedings
RSCTC
Marcin S. Szczuka, Marzena Kryszkiewicz, Sheela Ramanna, Richard Jensen, Qinghua Hu
2010 — ch.
Toward Interactive Computations: A Rough-Granular Approach.
Advances in Machine Learning II
Andrzej Skowron, Marcin S. Szczuka
2009 — conf
Approximation of Loss and Risk in Selected Granular Systems.
RSFDGrC
Marcin S. Szczuka
2009 — conf
Interactive Granular Computing in Rightly Judging Systems.
RSKT
Andrzej Jankowski, Andrzej Skowron, Marcin S. Szczuka
2008 — conf
Towards Approximation of Risk.
RSCTC
Marcin S. Szczuka
2007 — ed.
Advances in Hybrid Information Technology, First International Conference, ICHIT 2006, Jeju Island, Korea, November 9-11, 2006, Revised Selected Papers
ICHIT
Marcin S. Szczuka, Daniel Howard, Dominik Slezak, Haeng-Kon Kim, Tai-Hoon Kim, Il Seok Ko, Geuk Lee, Peter M. A. Sloot
2007 — conf
Rough Neural Networks for Complex Concepts.
RSFDGrC
Dominik Slezak, Marcin S. Szczuka
2007 — ed.
Rough Sets and Knowledge Technology, Second International Conference, RSKT 2007, Toronto, Canada, May 14-16, 2007, Proceedings
RSKT
JingTao Yao, Pawan Lingras, Wei-Zhi Wu, Marcin S. Szczuka, Nick Cercone, Dominik Slezak
2006 — conf
An Analysis of a Lymphoma/Leukaemia Dataset Using Rough Sets and Neural Networks.
ICHIT
Kenneth Revett, Marcin S. Szczuka
2006 — conf
Attribute Selection for EEG Signal Classification Using Rough Sets and Neural Networks.
RSCTC
Kenneth Revett, Marcin S. Szczuka, Pari Jahankhani, Vassilis Kodogiannis
2006 — conf
Missing Template Decomposition Method and Its Implementation in Rough Set Exploration System.
RSCTC
Jan G. Bazan, Rafal Latkowski, Marcin S. Szczuka
2005 — conf
DIXER - Distributed Executor for Rough Set Exploration System.
RSFDGrC (2)
Jan G. Bazan, Rafal Latkowski, Marcin S. Szczuka
2005 — ed.
Monitoring, Security, and Rescue Techniques in Multiagent Systems, MSRAS 2004, Plock, Poland, June 7-9, 2004
MSRAS
Barbara Dunin-Keplicz, Andrzej Jankowski, Andrzej Skowron, Marcin S. Szczuka
2005 — ed.
Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 3, 2005, Proceedings, Part I
RSFDGrC (1)
Dominik Slezak, Guoyin Wang, Marcin S. Szczuka, Ivo Düntsch, Yiyu Yao
2005 J jnl
The Rough Set Exploration System.
Trans. Rough Sets
Jan G. Bazan, Marcin S. Szczuka
2004 J jnl
A View on Rough Set Concept Approximations.
Fundam. Informaticae
Jan G. Bazan, Hung Son Nguyen, Marcin S. Szczuka
2004 — conf
Feedforward Concept Networks.
MSRAS
Dominik Slezak, Marcin S. Szczuka, Jakub Wróblewski
2004 — conf
Harnessing Classifier Networks ? Towards Hierarchical Concept Construction.
Rough Sets and Current Trends in Computing
Dominik Slezak, Marcin S. Szczuka, Jakub Wroblewski
2004 — conf
On the Evolution of Rough Set Exploration System.
Rough Sets and Current Trends in Computing
Jan G. Bazan, Marcin S. Szczuka, Arkadiusz Wojna, Marcin Wojnarski
2004 — ed.
Transactions on Rough Sets I
Trans. Rough Sets
James F. Peters, Andrzej Skowron, Jerzy W. Grzymala-Busse, Bozena Kostek, Roman W. Swiniarski, Marcin S. Szczuka
2003 — conf
A View on Rough Set Concept Approximations.
RSFDGrC
Jan G. Bazan, Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka
2003 C conf
Constructing Extensions of Bayesian Classifiers with Use of Normalizing Neural Networks.
ISMIS
Dominik Slezak, Jakub Wroblewski, Marcin S. Szczuka
2003 — ed.
International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, RSKD 2003, Satellite Event for ETAPS 2003, Warsaw, Poland, April 12-13, 2003
RSKD
Andrzej Skowron, Marcin S. Szczuka
2003 — conf
Neural Network Architecture for Synthesis of the Probabilistic Rule Based Classifiers.
RSKD
Dominik Slezak, Jakub Wroblewski, Marcin S. Szczuka
2003 — conf
Preface.
RSKD
Andrzej Skowron, Marcin S. Szczuka
2003 — conf
Rough Set Approach to Pattern Extraction from Classifiers.
RSKD
Jan G. Bazan, James F. Peters, Andrzej Skowron, Hung Son Nguyen, Marcin S. Szczuka
2003 — conf
Towards a Line-Crawling Robot Obstacle Classification System: A Rough Set Approach.
RSFDGrC
James F. Peters, Sheela Ramanna, Marcin S. Szczuka
2002 — conf
A New Version of Rough Set Exploration System.
Rough Sets and Current Trends in Computing
Jan G. Bazan, Marcin S. Szczuka, Jakub Wroblewski
2002 — conf
Rough Neurocomputing: A Survey of Basic Models of Neurocomputation.
Rough Sets and Current Trends in Computing
James F. Peters, Marcin S. Szczuka
2002 — conf
Rough Set Approach to the Survival Analysis.
Rough Sets and Current Trends in Computing
Jan G. Bazan, Antoni Osmólski, Andrzej Skowron, Dominik Slezak, Marcin S. Szczuka, Jakub Wroblewski
2001 — conf
Analysis of Image Sequences for the Unmanned Aerial Vehicle.
JSAI Workshops
Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka
2001 J jnl
Neuro-wavelet classifiers for EEG signals based on rough set methods.
Neurocomputing
Marcin S. Szczuka, Piotr Wojdyllo
2001 J jnl
Refining classifiers with neural networks.
Int. J. Intell. Syst.
Marcin S. Szczuka
2000 — conf
RSES and RSESlib - A Collection of Tools for Rough Set Computations.
Rough Sets and Current Trends in Computing
Jan G. Bazan, Marcin S. Szczuka
2000 — conf
Situation Identification by Unmanned Aerial Vehicle.
Rough Sets and Current Trends in Computing
Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka
1999 — conf
Rules as Attributes in Classifier Construction.
RSFDGrC
Marcin S. Szczuka
1997 — conf
Neural Networks Design: Rough Set Approach to Continuous Data.
PKDD
Hung Son Nguyen, Marcin S. Szczuka, Dominik Slezak