Marcin S. Szczuka

Publication Activity (10 Years)

Years Active: 1997-2022
Publications (10 Years): 9

Top Topics

Domain Knowledge

Feature Engineering

Top Venues

Fundam. Informaticae

Publications

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. Big Data (2022)
Pawel Kowaleczko, Przemyslaw Rokita, Marcin S. Szczuka
Neural Network Enhanced Automatic Garment Measurement System. FedCSIS (Communication Papers) (2022)
Piotr Prokopowicz, Marcin S. Szczuka
Hybrid Connection Between Fuzzy Rough Sets and Ordered Fuzzy Numbers. IFSA/NAFIPS (2019)
Lukasz Sosnowski, Marcin S. Szczuka
Defuzzyfication in Interpretation of Comparator Networks. IPMU (2) (2018)
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)
Marek Grzegorowski, Andrzej Janusz, Dominik Slezak, Marcin S. Szczuka
On the role of feature space granulation in feature selection processes. IEEE BigData (2017)
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) (2017)
Sinh Hoa Nguyen, Marcin S. Szczuka
Feature Selection in Decision Systems with Constraints. IJCRS (2016)
Lukasz Sosnowski, Marcin S. Szczuka
Recognition of Compound Objects Based on Network of Comparators. FedCSIS (Position Papers) (2016)
Karol Krenski, Adam Krasuski, Marcin S. Szczuka, Stanislaw Lazowy
Granular knowledge discovery framework for fire and rescue reporting system. Intell. Decis. Technol. 9 (4) (2015)
Andrzej Janusz, Sebastian Stawicki, Marcin S. Szczuka, Dominik Slezak
Rough Set Tools for Practical Data Exploration. RSKT (2015)
Marcin S. Szczuka, Andrzej Jankowski, Andrzej Skowron, Dominik Slezak
Building Granular Systems - from Concepts to Applications. RSFDGrC (2015)
Lukasz Sosnowski, Marcin S. Szczuka, Dominik Slezak
Granular modeling with fuzzy comparators. IEEE BigData (2015)
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) (2014)
Andrzej Janusz, Marcin S. Szczuka
Assessment of data granulations in context of feature extraction problem. GrC (2014)
Marcin S. Szczuka, Dominik Slezak
How deep data becomes big data. IFSA/NAFIPS (2013)
Marcin S. Szczuka
Using Domain Knowledge in Initial Stages of Knowledge Discovery in Databases - Tutorial Description. RSKT (2013)
Dominik Slezak, Hung Son Nguyen, Marcin S. Szczuka
Preface. Fundam. Informaticae 127 (1-4) (2013)
Kamil Bak, Adam Krasuski, Marcin S. Szczuka
Searching for Concepts in Natural Language Part of Fire Service Reports. CS&P (2013)
Andrzej Janusz, Adam Krasuski, Marcin S. Szczuka
Improving Semantic Clustering of EWID Reports by Using Heterogeneous Data Types. RSFDGrC (2013)
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) (2013)
Marcin S. Szczuka, Andrzej Janusz
Semantic Clustering of Scientific Articles Using Explicit Semantic Analysis. Trans. Rough Sets 16 (2013)
Marcin S. Szczuka, Pawel Betlinski, Kamil Herba
Named Entity Matching in Publication Databases - A Case Study of PubMed in SONCA. RSCTC (2012)
Adam Krasuski, Marcin S. Szczuka
Knowledge Driven Query Sharding. CS&P (2012)
Marcin S. Szczuka, Andrzej Janusz, Kamil Herba
Clustering of Rough Set Related Documents with Use of Knowledge from DBpedia. RSKT (2011)
Marcin S. Szczuka, Dominik Slezak
Feedforward neural networks for compound signals. Theor. Comput. Sci. 412 (42) (2011)
Marcin S. Szczuka
Risk Assessment in Granular Environments. Trans. Rough Sets 13 (2011)
Marcin S. Szczuka
The Use of Rough Set Methods in Knowledge Discovery in Databases - Tutorial Abstract. RSFDGrC (2011)
Marcin S. Szczuka, Andrzej Skowron, Jaroslaw Stepaniuk
Function Approximation and Quality Measures in Rough-Granular Systems. Fundam. Informaticae 109 (3) (2011)
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)
Andrzej Jankowski, Andrzej Skowron, Marcin S. Szczuka
Interactive Granular Computing in Rightly Judging Systems. RSKT (2009)
Marcin S. Szczuka
Approximation of Loss and Risk in Selected Granular Systems. RSFDGrC (2009)
Marcin S. Szczuka
Towards Approximation of Risk. RSCTC (2008)
Dominik Slezak, Marcin S. Szczuka
Rough Neural Networks for Complex Concepts. RSFDGrC (2007)
Jan G. Bazan, Rafal Latkowski, Marcin S. Szczuka
Missing Template Decomposition Method and Its Implementation in Rough Set Exploration System. RSCTC (2006)
Kenneth Revett, Marcin S. Szczuka, Pari Jahankhani, Vassilis Kodogiannis
Attribute Selection for EEG Signal Classification Using Rough Sets and Neural Networks. RSCTC (2006)
Kenneth Revett, Marcin S. Szczuka
An Analysis of a Lymphoma/Leukaemia Dataset Using Rough Sets and Neural Networks. ICHIT (2006)
Jan G. Bazan, Marcin S. Szczuka
The Rough Set Exploration System. Trans. Rough Sets 3 (2005)
Jan G. Bazan, Rafal Latkowski, Marcin S. Szczuka
DIXER - Distributed Executor for Rough Set Exploration System. RSFDGrC (2) (2005)
Dominik Slezak, Marcin S. Szczuka, Jakub Wroblewski
Harnessing Classifier Networks ? Towards Hierarchical Concept Construction. Rough Sets and Current Trends in Computing (2004)
Jan G. Bazan, Hung Son Nguyen, Marcin S. Szczuka
A View on Rough Set Concept Approximations. Fundam. Informaticae 59 (2-3) (2004)
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)
Dominik Slezak, Marcin S. Szczuka, Jakub Wróblewski
Feedforward Concept Networks. MSRAS (2004)
Jan G. Bazan, James F. Peters, Andrzej Skowron, Hung Son Nguyen, Marcin S. Szczuka
Rough Set Approach to Pattern Extraction from Classifiers. Electron. Notes Theor. Comput. Sci. 82 (4) (2003)
Dominik Slezak, Jakub Wroblewski, Marcin S. Szczuka
Neural Network Architecture for Synthesis of the Probabilistic Rule Based Classifiers. Electron. Notes Theor. Comput. Sci. 82 (4) (2003)
Andrzej Skowron, Marcin S. Szczuka
Preface. Electron. Notes Theor. Comput. Sci. 82 (4) (2003)
Dominik Slezak, Jakub Wroblewski, Marcin S. Szczuka
Constructing Extensions of Bayesian Classifiers with Use of Normalizing Neural Networks. ISMIS (2003)
James F. Peters, Sheela Ramanna, Marcin S. Szczuka
Towards a Line-Crawling Robot Obstacle Classification System: A Rough Set Approach. RSFDGrC (2003)
Jan G. Bazan, Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka
A View on Rough Set Concept Approximations. RSFDGrC (2003)
Jan G. Bazan, Marcin S. Szczuka, Jakub Wroblewski
A New Version of Rough Set Exploration System. Rough Sets and Current Trends in Computing (2002)
James F. Peters, Marcin S. Szczuka
Rough Neurocomputing: A Survey of Basic Models of Neurocomputation. Rough Sets and Current Trends in Computing (2002)
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)
Marcin S. Szczuka
Refining classifiers with neural networks. Int. J. Intell. Syst. 16 (1) (2001)
Marcin S. Szczuka, Piotr Wojdyllo
Neuro-wavelet classifiers for EEG signals based on rough set methods. Neurocomputing 36 (1-4) (2001)
Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka
Analysis of Image Sequences for the Unmanned Aerial Vehicle. JSAI Workshops (2001)
Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka
Situation Identification by Unmanned Aerial Vehicle. Rough Sets and Current Trends in Computing (2000)
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)
Marcin S. Szczuka
Rules as Attributes in Classifier Construction. RSFDGrC (1999)
Hung Son Nguyen, Marcin S. Szczuka, Dominik Slezak
Neural Networks Design: Rough Set Approach to Continuous Data. PKDD (1997)