Jaroslaw Stepaniuk

86 papers B 2C 1Journal 33Unranked 47
YearRankTypeTitle / Venue / Authors
2025 J jnl
Toward rough set based insightful reasoning in intelligent systems.
Inf. Sci.
Andrzej Skowron, Jaroslaw Stepaniuk
2023 J jnl
Three-way approximation of decision granules based on the rough set approach.
Int. J. Approx. Reason.
Jaroslaw Stepaniuk, Andrzej Skowron
2022 B conf
Rough-Granular Approach in Imbalanced Bankruptcy Data Analysis.
KES
Katarzyna Borowska, Jaroslaw Stepaniuk
2021 — conf
Core Computation and Artificial Fish Swarm Algorithm in Rough Set Data Reduction.
CISIM
Jaroslaw Stepaniuk
2020 — conf
Imbalanced Data: Rough Set Methods in Approximation of Minority Classes.
CISIM
Jaroslaw Stepaniuk
2019 J jnl
A rough-granular approach to the imbalanced data classification problem.
Appl. Soft Comput.
Katarzyna Borowska, Jaroslaw Stepaniuk
2019 — conf
Concept Approximation Based on Rough Sets and Judgment.
IJCRS
Jaroslaw Stepaniuk, Grzegorz Góra, Andrzej Skowron
2018 — conf
Granular Computing and Parameters Tuning in Imbalanced Data Preprocessing.
CISIM
Katarzyna Borowska, Jaroslaw Stepaniuk
2017 — conf
Hardware Supported Rule-Based Classification on Big Datasets.
IJCRS (1)
Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk
2017 — conf
Rough Sets in Imbalanced Data Problem: Improving Re-sampling Process.
CISIM
Katarzyna Borowska, Jaroslaw Stepaniuk
2017 — conf
Scalable Maximal Discernibility Discretization for Big Data.
IJCRS (1)
Michal Czolombitko, Jaroslaw Stepaniuk
2016 — conf
Attribute Reduction Based on MapReduce Model and Discernibility Measure.
CISIM
Michal Czolombitko, Jaroslaw Stepaniuk
2016 J jnl
Core for Large Datasets: Rough Sets on FPGA.
Fundam. Informaticae
Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk
2016 — conf
Hardware Supported Rough Sets Based Rules Generation for Big Datasets.
CISIM
Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk
2016 — conf
Imbalanced Data Classification: A Novel Re-sampling Approach Combining Versatile Improved SMOTE and Rough Sets.
CISIM
Katarzyna Borowska, Jaroslaw Stepaniuk
2016 J jnl
Rough Sets Based LEM2 Rules Generation Supported by FPGA.
Fundam. Informaticae
Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk
2015 — conf
Computation of Cores in Big Datasets: An FPGA Approach.
RSKT
Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk
2015 — conf
Core for Large Datasets: Rough Sets on FPGA.
CS&P
Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk
2015 — conf
Generating Core Based on Discernibility Measure and MapReduce.
PReMI
Michal Czolombitko, Jaroslaw Stepaniuk
2014 — conf
FPGA in Rough-Granular Computing: Reduct Generation.
WI-IAT (1)
Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk
2014 — conf
Generating Core in Rough Set Theory: Design and Implementation on FPGA.
RSEISP
Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk
2013 — conf
FPGA in Rough Set Based Core and Reduct Computation.
RSKT
Tomasz Grzes, Maciej Kopczynski, Jaroslaw Stepaniuk
2013 — ch.
Hardware Implementations of Rough Set Methods in Programmable Logic Devices.
Rough Sets and Intelligent Systems (2)
Maciej Kopczynski, Jaroslaw Stepaniuk
2013 J jnl
Nearness of Visual Objects. Application of Rough Sets in Proximity Spaces.
Fundam. Informaticae
James F. Peters, Andrzej Skowron, Jaroslaw Stepaniuk
2013 J jnl
The First Step Toward Processor for Rough Set Methods.
Fundam. Informaticae
Jaroslaw Stepaniuk, Maciej Kopczynski, Tomasz Grzes
2012 J jnl
Modeling rough granular computing based on approximation spaces.
Inf. Sci.
Andrzej Skowron, Jaroslaw Stepaniuk, Roman W. Swiniarski
2012 — conf
Nearness of Objects. Approximation Space Model Revisited.
CS&P
James F. Peters, Andrzej Skowron, Jaroslaw Stepaniuk
2012 — conf
Rough Derivatives as Dynamic Granules in Rough Granular Calculus.
IPMU (1)
Andrzej Skowron, Jaroslaw Stepaniuk, Andrzej Jankowski, Jan G. Bazan
2012 J jnl
Rough Set Based Reasoning About Changes.
Fundam. Informaticae
Andrzej Skowron, Jaroslaw Stepaniuk, Andrzej Jankowski, Jan G. Bazan, Roman W. Swiniarski
2011 — conf
Approximations of Functions: Toward Rough Granular Calculus.
RSKT
Andrzej Skowron, Jaroslaw Stepaniuk
2011 — conf
Correlated Gauss Distribution Based Rough Entropy Thresholding Measures in Image Segmentation.
ISMIS Industrial Session
Dariusz Malyszko, Jaroslaw Stepaniuk
2011 J jnl
Function Approximation and Quality Measures in Rough-Granular Systems.
Fundam. Informaticae
Marcin S. Szczuka, Andrzej Skowron, Jaroslaw Stepaniuk
2011 — conf
Fuzzification Operator for Rough Sets in Image Segmentation.
ICMMI
Dariusz Malyszko, Jaroslaw Stepaniuk
2011 — conf
RECA Components in Rough Extended Clustering Framework.
ACIIDS (2)
Dariusz Malyszko, Jaroslaw Stepaniuk
2011 J jnl
Rough Entropy Hierarchical Agglomerative Clustering in Image Segmentation.
Trans. Rough Sets
Dariusz Malyszko, Jaroslaw Stepaniuk
2011 — conf
Subspace Entropy Maps for Rough Extended Framework.
ACIIDS (2)
Dariusz Malyszko, Jaroslaw Stepaniuk
2011 — conf
Uniform RECA Transformations in Rough Extended Clustering Framework.
ACIIDS (2)
Dariusz Malyszko, Jaroslaw Stepaniuk
2010 J jnl
Adaptive Rough Entropy Clustering Algorithms in Image Segmentation.
Fundam. Informaticae
Dariusz Malyszko, Jaroslaw Stepaniuk
2010 J jnl
Adaptive multilevel rough entropy evolutionary thresholding.
Inf. Sci.
Dariusz Malyszko, Jaroslaw Stepaniuk
2010 J jnl
Approximation Spaces in Rough-Granular Computing.
Fundam. Informaticae
Andrzej Skowron, Jaroslaw Stepaniuk, Roman W. Swiniarski
2010 — conf
Approximations and Classifiers.
RSCTC
Andrzej Skowron, Jaroslaw Stepaniuk
2010 — conf
Fuzzified Probabilistic Rough Measures in Image Segmentation.
FGIT-SIP/MulGraB
Dariusz Malyszko, Jaroslaw Stepaniuk
2010 — conf
Generalized Hypersphere
FGIT-SIP/MulGraB
Dariusz Malyszko, Jaroslaw Stepaniuk
2010 — conf
Probabilistic Rough Entropy Measures in Image Segmentation.
RSCTC
Dariusz Malyszko, Jaroslaw Stepaniuk
2009 — conf
Fuzzy Rough Entropy Clustering Algorithm Parametrization.
ICMMI
Dariusz Malyszko, Jaroslaw Stepaniuk
2009 — conf
Rough Entropy Based
RSFDGrC
Dariusz Malyszko, Jaroslaw Stepaniuk
2009 — ch.
Rough Sets: Foundations and Perspectives.
Encyclopedia of Complexity and Systems Science
James F. Peters, Andrzej Skowron, Jaroslaw Stepaniuk
2008 J jnl
Information Granulation: A Medical Case Study.
Trans. Rough Sets
Urszula Kuzelewska, Jaroslaw Stepaniuk
2008 J jnl
Optimization in Discovery of Compound Granules.
Fundam. Informaticae
Andrzej Jankowski, James F. Peters, Andrzej Skowron, Jaroslaw Stepaniuk
2008 — conf
Standard and Fuzzy Rough Entropy Clustering Algorithms in Image Segmentation.
RSCTC
Dariusz Malyszko, Jaroslaw Stepaniuk
2007 J jnl
Approximation Spaces in Multi Relational Knowledge Discovery.
Trans. Rough Sets
Jaroslaw Stepaniuk
2007 — conf
Modeling of High Quality Granules.
RSEISP
Andrzej Skowron, Jaroslaw Stepaniuk
2007 J jnl
Nearness of Objects: Extension of Approximation Space Model.
Fundam. Informaticae
James F. Peters, Andrzej Skowron, Jaroslaw Stepaniuk
2007 J jnl
Relational Data and Rough Sets.
Fundam. Informaticae
Jaroslaw Stepaniuk
2006 J jnl
Calculi of Approximation Spaces.
Fundam. Informaticae
Andrzej Skowron, Jaroslaw Stepaniuk, James F. Peters, Roman W. Swiniarski
2005 — conf
Approximation Spaces in Machine Learning and Pattern Recognition.
PReMI
Andrzej Skowron, Jaroslaw Stepaniuk, Roman W. Swiniarski
2005 J jnl
Hierarchical modelling in searching for complex patterns: constrained sums of information systems.
J. Exp. Theor. Artif. Intell.
Andrzej Skowron, Jaroslaw Stepaniuk
2005 J jnl
Modelling Complex Patterns by Information Systems.
Fundam. Informaticae
Jaroslaw Stepaniuk, Jan G. Bazan, Andrzej Skowron
2005 — conf
Ontological Framework for Approximation.
RSFDGrC (1)
Jaroslaw Stepaniuk, Andrzej Skowron
2004 — conf
Constrained Sums of Information Systems.
Rough Sets and Current Trends in Computing
Andrzej Skowron, Jaroslaw Stepaniuk
2004 — ch.
Information Granules and Rough-Neurocomputing.
Rough-Neural Computing: Techniques for Computing with Words
Andrzej Skowron, Jaroslaw Stepaniuk
2004 J jnl
Learning First-Order Rules: A Rough Set Approach.
Fundam. Informaticae
Jaroslaw Stepaniuk, Piotr Honko
2004 — conf
Tolerance Information Granules.
MSRAS
Jaroslaw Stepaniuk
2003 — conf
Hybrid Classifier Based on Rough Sets and Neural Networks.
RSKD
Jaroslaw Stepaniuk, Katarzyna Kierzkowska
2003 J jnl
Rough Sets and Infomorphisms: Towards Approximation of Relations in Distributed Environments.
Fundam. Informaticae
Andrzej Skowron, Jaroslaw Stepaniuk, James F. Peters
2002 — conf
Rough Neurocomputing Based on Hierarchical Classifiers.
Rough Sets and Current Trends in Computing
Andrzej Skowron, Jaroslaw Stepaniuk, James F. Peters
2002 J jnl
Towards an Ontology of Approximate Reason.
Fundam. Informaticae
James F. Peters, Andrzej Skowron, Jaroslaw Stepaniuk, Sheela Ramanna
2001 — conf
Extracting Patterns Using Information Granules: A Brief Introduction.
JSAI Workshops
Andrzej Skowron, Jaroslaw Stepaniuk, James F. Peters
2001 J jnl
Granular Computing: A Rough Set Approach.
Comput. Intell.
Hung Son Nguyen, Andrzej Skowron, Jaroslaw Stepaniuk
2001 J jnl
Information Granule Decomposition.
Fundam. Informaticae
Andrzej Skowron, Jaroslaw Stepaniuk
2001 J jnl
Information granules: Towards foundations of granular computing.
Int. J. Intell. Syst.
Andrzej Skowron, Jaroslaw Stepaniuk
2000 — conf
Approximation of Information Granule Sets.
Rough Sets and Current Trends in Computing
Andrzej Skowron, Jaroslaw Stepaniuk, James F. Peters
2000 J jnl
Computational Complexity of Multimodal Logics Based on Rough Sets.
Fundam. Informaticae
Stéphane Demri, Jaroslaw Stepaniuk
2000 B conf
Information Granules for Spatial Reasoning.
PAKDD
Andrzej Skowron, Jaroslaw Stepaniuk, Shusaku Tsumoto
1999 — conf
Information Granules in Distributed Environment.
RSFDGrC
Andrzej Skowron, Jaroslaw Stepaniuk
1999 C conf
Rough Set Data Mining of Diabetes Data.
ISMIS
Jaroslaw Stepaniuk
1999 — conf
Towards Discovery of Information Granules.
PKDD
Andrzej Skowron, Jaroslaw Stepaniuk
1998 — conf
Approximation Spaces in Extensions of Rough Set Theory.
Rough Sets and Current Trends in Computing
Jaroslaw Stepaniuk
1998 — conf
Data Transformation and Rough Sets.
PKDD
Jaroslaw Stepaniuk, Marcin Maj
1998 J jnl
Optimizations of Rough Set Model.
Fundam. Informaticae
Jaroslaw Stepaniuk
1997 — conf
Attribute Discovery and Rough Sets.
PKDD
Jaroslaw Stepaniuk
1996 J jnl
Tolerance Approximation Spaces.
Fundam. Informaticae
Andrzej Skowron, Jaroslaw Stepaniuk
1995 — conf
Application of Modal Logics and Rough Sets for Classifying Objects.
WOCFAI
Jan G. Bazan, Hung Son Nguyen, Tuan Trung Nguyen, Andrzej Skowron, Jaroslaw Stepaniuk
1993 — conf
Approximation of Relations.
RSKD
Andrzej Skowron, Jaroslaw Stepaniuk
1991 J jnl
Applications of finite models properties in approximation and algorithmic logics.
Fundam. Informaticae
Jaroslaw Stepaniuk
1991 J jnl
Towards an approximation theory of discrete problems, Part I.
Fundam. Informaticae
Andrzej Skowron, Jaroslaw Stepaniuk