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Jaroslaw Stepaniuk
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2020 – today
- 2023
- [j32]Jaroslaw Stepaniuk, Andrzej Skowron:
Three-way approximation of decision granules based on the rough set approach. Int. J. Approx. Reason. 155: 1-16 (2023) - 2022
- [c50]Katarzyna Borowska, Jaroslaw Stepaniuk:
Rough-Granular Approach in Imbalanced Bankruptcy Data Analysis. KES 2022: 1832-1841 - 2021
- [c49]Jaroslaw Stepaniuk:
Core Computation and Artificial Fish Swarm Algorithm in Rough Set Data Reduction. CISIM 2021: 454-461 - 2020
- [c48]Jaroslaw Stepaniuk
:
Imbalanced Data: Rough Set Methods in Approximation of Minority Classes. CISIM 2020: 451-460
2010 – 2019
- 2019
- [j31]Katarzyna Borowska
, Jaroslaw Stepaniuk
:
A rough-granular approach to the imbalanced data classification problem. Appl. Soft Comput. 83 (2019) - [c47]Jaroslaw Stepaniuk
, Grzegorz Góra, Andrzej Skowron:
Concept Approximation Based on Rough Sets and Judgment. IJCRS 2019: 16-27 - 2018
- [c46]Katarzyna Borowska
, Jaroslaw Stepaniuk
:
Granular Computing and Parameters Tuning in Imbalanced Data Preprocessing. CISIM 2018: 233-245 - 2017
- [c45]Katarzyna Borowska
, Jaroslaw Stepaniuk
:
Rough Sets in Imbalanced Data Problem: Improving Re-sampling Process. CISIM 2017: 459-469 - [c44]Michal Czolombitko, Jaroslaw Stepaniuk
:
Scalable Maximal Discernibility Discretization for Big Data. IJCRS (1) 2017: 644-654 - [c43]Maciej Kopczynski
, Tomasz Grzes
, Jaroslaw Stepaniuk
:
Hardware Supported Rule-Based Classification on Big Datasets. IJCRS (1) 2017: 655-668 - 2016
- [j30]Maciej Kopczynski
, Tomasz Grzes
, Jaroslaw Stepaniuk
:
Core for Large Datasets: Rough Sets on FPGA. Fundam. Informaticae 147(2-3): 241-259 (2016) - [j29]Maciej Kopczynski
, Tomasz Grzes
, Jaroslaw Stepaniuk
:
Rough Sets Based LEM2 Rules Generation Supported by FPGA. Fundam. Informaticae 148(1-2): 107-122 (2016) - [c42]Katarzyna Borowska
, Jaroslaw Stepaniuk
:
Imbalanced Data Classification: A Novel Re-sampling Approach Combining Versatile Improved SMOTE and Rough Sets. CISIM 2016: 31-42 - [c41]Michal Czolombitko, Jaroslaw Stepaniuk
:
Attribute Reduction Based on MapReduce Model and Discernibility Measure. CISIM 2016: 55-66 - [c40]Maciej Kopczynski
, Tomasz Grzes
, Jaroslaw Stepaniuk
:
Hardware Supported Rough Sets Based Rules Generation for Big Datasets. CISIM 2016: 91-102 - 2015
- [c39]Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk:
Core for Large Datasets: Rough Sets on FPGA. CS&P 2015: 235-246 - [c38]Michal Czolombitko, Jaroslaw Stepaniuk
:
Generating Core Based on Discernibility Measure and MapReduce. PReMI 2015: 367-376 - [c37]Maciej Kopczynski
, Tomasz Grzes
, Jaroslaw Stepaniuk
:
Computation of Cores in Big Datasets: An FPGA Approach. RSKT 2015: 153-163 - 2014
- [c36]Maciej Kopczynski
, Tomasz Grzes
, Jaroslaw Stepaniuk
:
Generating Core in Rough Set Theory: Design and Implementation on FPGA. RSEISP 2014: 209-216 - [c35]Maciej Kopczynski
, Tomasz Grzes
, Jaroslaw Stepaniuk
:
FPGA in Rough-Granular Computing: Reduct Generation. WI-IAT (1) 2014: 364-370 - 2013
- [j28]Jaroslaw Stepaniuk
, Maciej Kopczynski
, Tomasz Grzes
:
The First Step Toward Processor for Rough Set Methods. Fundam. Informaticae 127(1-4): 429-443 (2013) - [j27]James F. Peters, Andrzej Skowron
, Jaroslaw Stepaniuk
:
Nearness of Visual Objects. Application of Rough Sets in Proximity Spaces. Fundam. Informaticae 128(1-2): 159-176 (2013) - [c34]Tomasz Grzes
, Maciej Kopczynski
, Jaroslaw Stepaniuk
:
FPGA in Rough Set Based Core and Reduct Computation. RSKT 2013: 263-270 - [p2]Maciej Kopczynski
, Jaroslaw Stepaniuk
:
Hardware Implementations of Rough Set Methods in Programmable Logic Devices. Rough Sets and Intelligent Systems (2) 2013: 309-321 - 2012
- [j26]Andrzej Skowron, Jaroslaw Stepaniuk
, Andrzej Jankowski, Jan G. Bazan, Roman W. Swiniarski:
Rough Set Based Reasoning About Changes. Fundam. Informaticae 119(3-4): 421-437 (2012) - [j25]Andrzej Skowron
, Jaroslaw Stepaniuk
, Roman W. Swiniarski:
Modeling rough granular computing based on approximation spaces. Inf. Sci. 184(1): 20-43 (2012) - [c33]James F. Peters, Andrzej Skowron, Jaroslaw Stepaniuk:
Nearness of Objects. Approximation Space Model Revisited. CS&P 2012: 292-302 - [c32]Andrzej Skowron, Jaroslaw Stepaniuk
, Andrzej Jankowski, Jan G. Bazan:
Rough Derivatives as Dynamic Granules in Rough Granular Calculus. IPMU (1) 2012: 321-330 - 2011
- [j24]Marcin S. Szczuka
, Andrzej Skowron
, Jaroslaw Stepaniuk
:
Function Approximation and Quality Measures in Rough-Granular Systems. Fundam. Informaticae 109(3): 339-354 (2011) - [j23]Dariusz Malyszko, Jaroslaw Stepaniuk
:
Rough Entropy Hierarchical Agglomerative Clustering in Image Segmentation. Trans. Rough Sets 13: 89-103 (2011) - [c31]Dariusz Malyszko, Jaroslaw Stepaniuk
:
Subspace Entropy Maps for Rough Extended Framework. ACIIDS (2) 2011: 42-51 - [c30]Dariusz Malyszko, Jaroslaw Stepaniuk
:
RECA Components in Rough Extended Clustering Framework. ACIIDS (2) 2011: 62-71 - [c29]Dariusz Malyszko, Jaroslaw Stepaniuk
:
Uniform RECA Transformations in Rough Extended Clustering Framework. ACIIDS (2) 2011: 110-119 - [c28]Dariusz Malyszko, Jaroslaw Stepaniuk
:
Fuzzification Operator for Rough Sets in Image Segmentation. ICMMI 2011: 287-295 - [c27]Dariusz Malyszko, Jaroslaw Stepaniuk
:
Correlated Gauss Distribution Based Rough Entropy Thresholding Measures in Image Segmentation. ISMIS Industrial Session 2011: 237-252 - [c26]Andrzej Skowron
, Jaroslaw Stepaniuk
:
Approximations of Functions: Toward Rough Granular Calculus. RSKT 2011: 712-721 - 2010
- [j22]Dariusz Malyszko, Jaroslaw Stepaniuk
:
Adaptive Rough Entropy Clustering Algorithms in Image Segmentation. Fundam. Informaticae 98(2-3): 199-231 (2010) - [j21]Andrzej Skowron
, Jaroslaw Stepaniuk
, Roman W. Swiniarski:
Approximation Spaces in Rough-Granular Computing. Fundam. Informaticae 100(1-4): 141-157 (2010) - [j20]Dariusz Malyszko, Jaroslaw Stepaniuk
:
Adaptive multilevel rough entropy evolutionary thresholding. Inf. Sci. 180(7): 1138-1158 (2010) - [c25]Dariusz Malyszko, Jaroslaw Stepaniuk
:
Generalized Hypersphere d-Metric in Rough Measures and Image Analysis. FGIT-SIP/MulGraB 2010: 58-67 - [c24]Dariusz Malyszko, Jaroslaw Stepaniuk
:
Fuzzified Probabilistic Rough Measures in Image Segmentation. FGIT-SIP/MulGraB 2010: 78-86 - [c23]Dariusz Malyszko, Jaroslaw Stepaniuk
:
Probabilistic Rough Entropy Measures in Image Segmentation. RSCTC 2010: 40-49 - [c22]Andrzej Skowron
, Jaroslaw Stepaniuk
:
Approximations and Classifiers. RSCTC 2010: 297-306
2000 – 2009
- 2009
- [c21]Dariusz Malyszko, Jaroslaw Stepaniuk:
Fuzzy Rough Entropy Clustering Algorithm Parametrization. ICMMI 2009: 239-246 - [c20]Dariusz Malyszko, Jaroslaw Stepaniuk
:
Rough Entropy Based k-Means Clustering. RSFDGrC 2009: 406-413 - [r1]James F. Peters, Andrzej Skowron, Jaroslaw Stepaniuk:
Rough Sets: Foundations and Perspectives. Encyclopedia of Complexity and Systems Science 2009: 7787-7797 - 2008
- [j19]Andrzej Jankowski, James F. Peters, Andrzej Skowron, Jaroslaw Stepaniuk:
Optimization in Discovery of Compound Granules. Fundam. Informaticae 85(1-4): 249-265 (2008) - [j18]Urszula Kuzelewska
, Jaroslaw Stepaniuk
:
Information Granulation: A Medical Case Study. Trans. Rough Sets 9: 96-113 (2008) - [c19]Dariusz Malyszko, Jaroslaw Stepaniuk:
Standard and Fuzzy Rough Entropy Clustering Algorithms in Image Segmentation. RSCTC 2008: 409-418 - 2007
- [j17]James F. Peters, Andrzej Skowron, Jaroslaw Stepaniuk:
Nearness of Objects: Extension of Approximation Space Model. Fundam. Informaticae 79(3-4): 497-512 (2007) - [j16]Jaroslaw Stepaniuk:
Relational Data and Rough Sets. Fundam. Informaticae 79(3-4): 525-539 (2007) - [j15]Jaroslaw Stepaniuk:
Approximation Spaces in Multi Relational Knowledge Discovery. Trans. Rough Sets 6: 351-365 (2007) - [c18]Andrzej Skowron, Jaroslaw Stepaniuk:
Modeling of High Quality Granules. RSEISP 2007: 300-309 - 2006
- [j14]Andrzej Skowron, Jaroslaw Stepaniuk, James F. Peters, Roman W. Swiniarski:
Calculi of Approximation Spaces. Fundam. Informaticae 72(1-3): 363-378 (2006) - 2005
- [j13]Jaroslaw Stepaniuk, Jan G. Bazan, Andrzej Skowron:
Modelling Complex Patterns by Information Systems. Fundam. Informaticae 67(1-3): 203-217 (2005) - [j12]Andrzej Skowron
, Jaroslaw Stepaniuk
:
Hierarchical modelling in searching for complex patterns: constrained sums of information systems. J. Exp. Theor. Artif. Intell. 17(1-2): 83-102 (2005) - [c17]Andrzej Skowron
, Jaroslaw Stepaniuk
, Roman W. Swiniarski:
Approximation Spaces in Machine Learning and Pattern Recognition. PReMI 2005: 750-755 - [c16]Jaroslaw Stepaniuk
, Andrzej Skowron
:
Ontological Framework for Approximation. RSFDGrC (1) 2005: 718-727 - 2004
- [j11]Jaroslaw Stepaniuk, Piotr Honko:
Learning First-Order Rules: A Rough Set Approach. Fundam. Informaticae 61(2): 139-157 (2004) - [c15]Jaroslaw Stepaniuk
:
Tolerance Information Granules. MSRAS 2004: 305-316 - [c14]Andrzej Skowron, Jaroslaw Stepaniuk:
Constrained Sums of Information Systems. Rough Sets and Current Trends in Computing 2004: 300-309 - [p1]Andrzej Skowron, Jaroslaw Stepaniuk:
Information Granules and Rough-Neurocomputing. Rough-Neural Computing: Techniques for Computing with Words 2004: 43-84 - 2003
- [j10]Andrzej Skowron, Jaroslaw Stepaniuk, James F. Peters:
Rough Sets and Infomorphisms: Towards Approximation of Relations in Distributed Environments. Fundam. Informaticae 54(2-3): 263-277 (2003) - [c13]Jaroslaw Stepaniuk
, Katarzyna Kierzkowska:
Hybrid Classifier Based on Rough Sets and Neural Networks. RSKD 2003: 228-238 - 2002
- [j9]James F. Peters, Andrzej Skowron, Jaroslaw Stepaniuk, Sheela Ramanna:
Towards an Ontology of Approximate Reason. Fundam. Informaticae 51(1-2): 157-173 (2002) - [c12]Andrzej Skowron, Jaroslaw Stepaniuk, James F. Peters:
Rough Neurocomputing Based on Hierarchical Classifiers. Rough Sets and Current Trends in Computing 2002: 316-323 - 2001
- [j8]Hung Son Nguyen
, Andrzej Skowron
, Jaroslaw Stepaniuk
:
Granular Computing: A Rough Set Approach. Comput. Intell. 17(3): 514-544 (2001) - [j7]Andrzej Skowron, Jaroslaw Stepaniuk:
Information Granule Decomposition. Fundam. Informaticae 47(3-4): 337-350 (2001) - [j6]Andrzej Skowron, Jaroslaw Stepaniuk:
Information granules: Towards foundations of granular computing. Int. J. Intell. Syst. 16(1): 57-85 (2001) - [c11]Andrzej Skowron, Jaroslaw Stepaniuk, James F. Peters:
Extracting Patterns Using Information Granules: A Brief Introduction. JSAI Workshops 2001: 359-363 - 2000
- [j5]Stéphane Demri, Jaroslaw Stepaniuk:
Computational Complexity of Multimodal Logics Based on Rough Sets. Fundam. Informaticae 44(4): 373-396 (2000) - [c10]Andrzej Skowron, Jaroslaw Stepaniuk, Shusaku Tsumoto:
Information Granules for Spatial Reasoning. PAKDD 2000: 380-383 - [c9]Andrzej Skowron
, Jaroslaw Stepaniuk
, James F. Peters:
Approximation of Information Granule Sets. Rough Sets and Current Trends in Computing 2000: 65-72
1990 – 1999
- 1999
- [c8]Jaroslaw Stepaniuk
:
Rough Set Data Mining of Diabetes Data. ISMIS 1999: 457-465 - [c7]Andrzej Skowron, Jaroslaw Stepaniuk:
Towards Discovery of Information Granules. PKDD 1999: 542-547 - [c6]Andrzej Skowron
, Jaroslaw Stepaniuk
:
Information Granules in Distributed Environment. RSFDGrC 1999: 357-365 - 1998
- [j4]Jaroslaw Stepaniuk:
Optimizations of Rough Set Model. Fundam. Informaticae 36(2-3): 265-283 (1998) - [c5]Jaroslaw Stepaniuk, Marcin Maj:
Data Transformation and Rough Sets. PKDD 1998: 441-449 - [c4]Jaroslaw Stepaniuk:
Approximation Spaces in Extensions of Rough Set Theory. Rough Sets and Current Trends in Computing 1998: 290-297 - 1997
- [c3]Jaroslaw Stepaniuk:
Attribute Discovery and Rough Sets. PKDD 1997: 145-155 - 1996
- [j3]Andrzej Skowron, Jaroslaw Stepaniuk:
Tolerance Approximation Spaces. Fundam. Informaticae 27(2/3): 245-253 (1996) - 1995
- [c2]Jan G. Bazan, Hung Son Nguyen, Tuan Trung Nguyen, Andrzej Skowron, Jaroslaw Stepaniuk:
Application of Modal Logics and Rough Sets for Classifying Objects. WOCFAI 1995: 15-26 - 1993
- [c1]Andrzej Skowron, Jaroslaw Stepaniuk:
Approximation of Relations. RSKD 1993: 161-166 - 1991
- [j2]Jaroslaw Stepaniuk:
Applications of finite models properties in approximation and algorithmic logics. Fundam. Informaticae 14(1): 91-108 (1991) - [j1]Andrzej Skowron, Jaroslaw Stepaniuk:
Towards an approximation theory of discrete problems, Part I. Fundam. Informaticae 15(2): 187-207 (1991)
Coauthor Index
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